From 2681d4892d6369b999b6d0aeb133453a20b816cc Mon Sep 17 00:00:00 2001 From: Ryan Wolf Date: Tue, 23 Jul 2024 08:10:09 -0700 Subject: [PATCH] Add tutorials (#164) Signed-off-by: Ryan Wolf --- tutorials/synthetic-preference-data/README.md | 9 + .../SDG Pipeline.png | Bin 0 -> 190493 bytes ...rence_data_generation_llama_3_1_405b.ipynb | 894 ++++ .../synthetic-retrieval-evaluation/DeDup.py | 56 + .../Endpoints.py | 58 + .../Generator.py | 194 + .../synthetic-retrieval-evaluation/README.md | 13 + .../SDG-Retriever_Eval_Tutorial.ipynb | 4241 +++++++++++++++++ .../synthetic-retrieval-evaluation/imgs/1.PNG | Bin 0 -> 61925 bytes .../synthetic-retrieval-evaluation/imgs/2.PNG | Bin 0 -> 107113 bytes .../synthetic-retrieval-evaluation/imgs/3.PNG | Bin 0 -> 100338 bytes .../synthetic-retrieval-evaluation/imgs/4.PNG | Bin 0 -> 90553 bytes .../synthetic-retrieval-evaluation/prompts.py | 141 + 13 files changed, 5606 insertions(+) create mode 100644 tutorials/synthetic-preference-data/README.md create mode 100644 tutorials/synthetic-preference-data/SDG Pipeline.png create mode 100644 tutorials/synthetic-preference-data/synthetic_preference_data_generation_llama_3_1_405b.ipynb create mode 100755 tutorials/synthetic-retrieval-evaluation/DeDup.py create mode 100755 tutorials/synthetic-retrieval-evaluation/Endpoints.py create mode 100755 tutorials/synthetic-retrieval-evaluation/Generator.py create mode 100644 tutorials/synthetic-retrieval-evaluation/README.md create mode 100644 tutorials/synthetic-retrieval-evaluation/SDG-Retriever_Eval_Tutorial.ipynb create mode 100644 tutorials/synthetic-retrieval-evaluation/imgs/1.PNG create mode 100644 tutorials/synthetic-retrieval-evaluation/imgs/2.PNG create mode 100644 tutorials/synthetic-retrieval-evaluation/imgs/3.PNG create mode 100644 tutorials/synthetic-retrieval-evaluation/imgs/4.PNG create mode 100755 tutorials/synthetic-retrieval-evaluation/prompts.py diff --git a/tutorials/synthetic-preference-data/README.md b/tutorials/synthetic-preference-data/README.md new file mode 100644 index 00000000..ab9606be --- /dev/null +++ b/tutorials/synthetic-preference-data/README.md @@ -0,0 +1,9 @@ +# Synthetic Preference Data Generation Using Nemotron-4 340B + +The provided notebook will demonstrate how to leverage [Llama 3.1 405B Instruct](https://build.nvidia.com/meta/llama3.1-405b-instruct), and [Nemotron-4 340B Reward](https://build.nvidia.com/nvidia/nemotron-4-340b-reward) through [build.nvidia.com](https://build.nvidia.com/explore/discover). + +The build will be a demonstration of the following pipeline! + +![image](./SDG%20Pipeline.png) + +The pipeline is designed to create a preference dataset suitable for training a custom reward model using the [SteerLM method](https://docs.nvidia.com/nemo-framework/user-guide/latest/modelalignment/steerlm.html), however consecutive responses (e.g. sample 1 with 2, 3 with 4, etc.) share the same prompt so the dataset can also be used for preference pairs for training an RLHF Reward Model or for DPO - using the helpfulness score. diff --git a/tutorials/synthetic-preference-data/SDG Pipeline.png b/tutorials/synthetic-preference-data/SDG Pipeline.png new file mode 100644 index 0000000000000000000000000000000000000000..b05f8977adc00f6c60515cf2b1af0594e4434aa6 GIT binary patch literal 190493 zcmeFZ^+S|v_dPr|h=@o@i9vUFh=kI@&?()ZbmO6_Gr!2FaNqa7_Fj9fwf7M8PW}z{eUkeS2n1W|t+)~dg4qIr-0{M=3I1mK zH!n5>@(Cg(E~@OJyE%Q&WBBmmWVckYJWqMTyTSt7y&t1Waf%iZUISMr(1K@f>0!DD zVrV=%lKjF-8TIOMbC=H1jQe(NH>!5~IO)n?U1nPzxASCX>CmH&LYT37w_Zl6&wYAj z|3U=|T<<@xA5F!ZSO2^Lf4-8v^WS&5fw2F+`F)#>;J@#ZpXFTN_5XW)!fR3f=W7V$ zgHQbRBmUKaLhnz@H4qysG>ZLJg+2x#U*ki`ctSH|J>zBPbS%$xswLgKB(JYHY&-MiZ z(<0*e=(*vaYa<)qz_+^vm%`bUbv>I5trXjfZHcy#$-m!k`?eT~TxZfOdtV-`sz_P* zZ;N%{GoY`jMSQX-46Kk`N|w`d3`=?ccL5$MzjRi7yb)u!DEaA0 zurS&_i(u0q>5Cq1=++>E*3rP1WnndWFs?$)F^nhwggD(E7dn8#$jBW76GTMVmpIZ=jC!i*MYjIB@;1jO?a#Vo5*9= z)EdoKQu&ux@IPfEnD(cvh`(K;YAaQYB=5`DdJH}9`c_z5NfmY&LApNV%J7cGF(7#s z`veh&Y2P4)URA%0&B`CMlS^pJ;=;mL`R5itJ(Q63M@MB5)=Tu*a{4Xt6bY+wv+y4O zl|qL%+8%bG@^Gys%!9>LulqzJ%_cR<{YJpPBSXlzgbjH3VuYGO0H19{A?Zv{G_+yJ3%!>-NUQ-f{M`;n5|RHc5&s$4=sJ!CA0_ z%1J(B+MCQ+IV>$!X0yxH%n<6kENQq6D5QPxw8RpOUMDk1CI9b>l@l4zYsW}^DP4CU z#iQ2~N_GSl`?aC#`OLJX-fT$UJKNTl!(CA9Oo7b&8if|z`#B^)F%+<`6}EoFrWswj z!z8V>|K3PTvi?J?Easu7;MpV&-a-Ri(Ob1Ol3pK`@S-vB zTg@|G-*Qpwn3Xvr()f+aJtogoxBuF&A1n0q0aBC^G3(KM{htr^*n;k8HmHO#f_&Dl@GPwFP}JmyoLf= z7*W#mnUa?m(Z^OYnvZnwwTckIg^J+XA8xdngyau?A=e;pptqm2Tv45MK5u7V_g~;z zUfo;MztNu@tRAKFp{SvH#EdHhPVx3Or0N;;qs7`FjlJI0OK|;$GYJ{P>a{0CY&DybrlLSAO-4nEjdl%4*vv)9y66=KGl_UA zo|^?dwHo`sgM_@*+P3KPyOcJs?5ubYeeW$IQ`uhefW`}mHwsH zB`D#JFiPpW71cZ1o?D%X_1+O$+)O=|p`KLrS-b8p_{|hGyPTJ}TuGuv=ryST0#!Zo z92xgH&gGTlZ4+uc>g8H&nfN!>H*dqT)s3ejl@EI=i9yF8BYkc!#R1w@5nSpjoL*Jg ztmmf8b>S_(j?{cWFXN=#%d_2Pn?_n|Bpql-c5$byg~Q=uh^Me?Ja{ec^&-w^9bexF+rlNI2WdkgVl8$olrM#Dnt$EmMy-o;XsgxD10) z5!B17-Gm$TTgK(VvJbg8lreEw7yyC>C)=2_(*`}V+1`;lCFT(J_s`uDy4IT7H`xgG zsH7v?jD%D&E@?B~PvrPLw?a)8EzH56Eajf>HyqTPS0FXZI%>^9w&;lK7}JKr1*(~C zhxT)cZ!8A zQBW&UGm}G80&RN@c@q&x%KZEX*+F4!q~B2r03~5-DbpZ zfuKPMebbA$@!NTlr@mC~%lRK?Dq^)cwly?}2w~COF0NS_8&T_Pv+7`wF=x+XdQlq# z`DFD7I_-Y#5menapf_rvmzI!g!`_WiK=nUqWVQ*cY%V!vBj*8J#MxHvY|-UghW1ad zM({|e4y#9@y|JZPBgj1WD_okWP`5e8MEp$w0gG*ckLKS9u&MYb2kxuF{Nwx}zmR_h z&Q6~o`*FobExW_CW8=^xs2gvVa1NeHUZufAPRmsYqkR5I=`0Jtgxc?ke)ClUp@u5o zx;g47f}*t~E0UOslf%@bQXDgCzKNR-YD$2jbfEh)y%;evl#94g@^DvXR{KKlWWz;6 zerrJ9wq_FRXmcnlB-_tGs(Q+Jq)Q;eI*rub z!`jKo$k8xi#^UiR4Dw6m&u7q4_>yG-Uz-e_Pqpia@AILw?j*U*J_$|~g5Nz^GW z3$C-j3xVv&U=WtP(1A~B)m>fq#W)AJhn3jIvZpO^G*>pbZ5h4NbxrItz~7{J3Q33l zc@#DAv{Kl2y9bg38p(ST%Ae0v^hNRayqT+Jn+vKpXQAjyBuYkq6mQCiYGvq;W)@J{ zlQ0^n{pMOs-s!bG*^@9C^#)BxUd+5gJXhfH-ZZ!}qfXtJG8Z78_G81c3PF{aN9r|K zzJ3yTzT^VgSiSk~FCThD$9rTImdMh4Ai;pFIo)@-F|NBHQLZH? zKtPU{`A)r1=Hw@Wvq;s<%P|kv(ULDqYkUJ-`O>~f#?lQIhy%$Vr!S$#uGt#@7%B34 zFQ?|M6geu_0|3h&H2Y2IhG93?ov;8&UkO`WIn@Eix2lSdvkBMEF*1yBsiK~d6dIIC z<(YA351U00aa+q5f&gz+vkm+th+KcGw`5ogNSvy9uhk|v)epE6ccJr5rRfsp0<-TJ zcON(=MOu&+mxy-f_}>xqTt7+NoQj`lQ>xcs+4(2{S-t&dD479n9B59{v|~|MZf#kn z?JjZyHG#7wecIU3{Cg_kag3BDp{x(>`R1LZj9~*@%6f^yA+33aq|sKDIuBY)JImLx z?n>k!WDW|NA8hJ1-mCF|fUP82h7qjgkLgHE>W1imFlDEHV|ET0PU8UF$lLX}go!0Z zsDWDGN><0dUJBo9xmzFdgGKxgkXa>Bl94Its#>>N1A4^xDgI}d_8A1-?#0gem%0ES zN#8a~?Y_@D)@ocDtrl>;qKt8oqIr;vKRt~vc5Hv3ELgXtP=});1bF4F zTpQxorJhw5seB{-<^SBsCyg%|!HK&3@myUBYw=q~>_CFH!$aJ6-;Y!hR{%C$achRO zbULf=1*MAl${T{|28j_Ze>#D;rDJe?l15A6fDC3ia)(V%*wN3PPdjRcz$zc)>WRw&^#M{zD35XJHWDOc%aA#`LeMs1xgm!zg&h_?g?u`C^=EDf;_p*(Ii5u<5eTi5?gpy$o*)L)_Y#uk6w z0i-NF3HOfF_dq0HVwPC;8=|bUe!ev>M6KyCR=efq0LymJ7+PMt`LDr%$0^8R-IaF8 zr>*e#^%*f>W&fZ8${7a46{?df0wqsMJ!-UCf~d&qyI`ite`}1(zm5G&F;W`Y#?l`> zQ_UrX*nnCq^!Yh{OcTd9;d!!20g6M!SG541m)FtPr%E5w9zh{ux7fim>rv*3K9Wn~ zzH|Hb$?56o$;sHIIr_LaiD!GP#BjF3^G(Flu+Y%Zh=~5~?t-Es?k6V#7&@8!Z=&{e zPQRYgSw0n<;|d5p%PiaKjM8Udw==XTccd=C)04mTsrG+P@M+nzrz}=(AYq<(pW5sQ z462<1hWNQ`L%_{h?+s#wCR6@+J1?X2#-0vBU|8#8duf6N+_)e#n?3PURLw&*X5 z3h>I#&gSFeV`F1OAEEYlcTdmv`&ar>(2G$DeaU=7LqqmcRUcnUhE^SpXxUaT5#r!P ze0}*wKAu&7qTKv=*82*oAauB#WZRb}GCMmf!pgccRc-I;>bkVFba;5^RzKr}K03Z% z&d|g-vdlBO$VGAa!u2$C2QZ?^=L-(pLf&TwIp^~y0n7YR*ZTJd%bPzlgwkg?ax(om zm^qc~(e|8m+Nu$|m?u8KweeVOl>!duPK43jkUZMa^Ouyi(P@LbJ4Wn3J@6y8qP};r$#{3V7>YMX zi}likJ>8DCrprwGp9;DCeRd7tK(}YTe|)-u=ssWOX{??LAiX?k7YTpD);u({zm}VJ zIUmA;u%3*Kj~|KUK*6a((Y$9clUd$6wbWIN4p;ZoIk#nQPyh$o2gBb1Et-pC5cA12&-~GIB-K zLgjnEO*=soVoD%cmyoJ&*(D(@2WShLJEGp{nr%oVc3Hir&VPEIB3qZkTIKfCriX6IJ(&@ zwD*=yyp_q%e(72_v?|gJ0T;L8--X@=`b)*+!0i0`Ywhf zIfJ-{YQtLldWk?f#d;538H7UI=SqV@?rtHDEnYtys75^03&p{%~Z{w(;U8 zj!0-wkhz7$3*>Lp(u=Go!?7(t2CHnPo$6ug!a_Z4_t;VFmK5PrSE9}1DF2nH{3e4( zSw$C=FCiUI*^u?0!ASCx%(I*fLk$VKdPxD1e6zD0@$uB#!`vK|G`3Rt`9lfDdpQM7 z^z>a^z}R{@sq@vEqgict_%d|o{BGuh`<#$;8D(WftqtYY zAMITjTOH3-+Ri4~Hk=00q^g&jDT<4W>*%Chh~6T4bf+_`BEJCJ{5e6AE^qxMEZ(@% zpP%|w4!LRP@VhHM8XS*k7bkapsn?lB16F9}F>gZ%BPp1d_$JD9Uu5CtRRn7^iGZVHpfahV0QnL933y- zVyg5~_^l}14?OSO~TM5*(y)O>SOnN7(J{qd35}GRd zlRL&d-*-`ISud39PurcJ%G2Ql5XsZ%aOCIgAl|N<<0IpkrAsrEc@W`tE8A+ zh2U;q+I`6XXms*cdg)H&ghDux{LG{6=L==o;X5kA6!FA5h3r^+n(!CWO0bElbBDDP z$Gz#bQEt$%%8ql$d*^z9Epq9=uOlkj1mJ0_dL?!C@~9G=DZq@YHqvk8M2Cr|G?FEt#`JJ-X;PNvq7 z#}s<3Glx#}2=e{J&o312F2d-8z!k+mw+!~7tduXh;d>ZkO;X8CAZm`ef)@+n2NU0VY-~GPC@pPsH80%L8`EPB| zl(!%gagv!*Z{O}5AEybr?iG7qYyf2Lwziz5FcjzmT~pV-mkUR5=Lcww0Eiv=Q!ajr zIUBIu&rpfHEv04J6`p@;Bf38E`Nc|Y$73Y$VjAjJ#)>NOU2`oN29+n=qBKmc=|_o@ z;R16}C;@>kf4BAd&gU~YZ?@cITum%Rq5i3n_aX9*;xwADg~<3PLtMZx~|y;M#ET#o8x8h+`G4LFRrZE zUk+~-Qma9=eqCEfK1L&28zB{@2*N^ddJ{l)?ieoVzEGPc#jO#n=Pn+%dQ@mq!t^TG z$A}Gs%QbP;vAQARO|7_sjv$rM!hUYQ6UaP-DU4{O(GFcd8Sy!$!2|ZxYCs@t^$~q07i-y;0(!B55y|arBekcZI&8M&*gVWF zS?~m!;U&yEbp34L5P_*jl)}gyXB>4GqD@^k?g84(b^l-N_wlskfg#)>AT@+ zR3~F9e(AoPgmHj$Ie%xEYMFY}B-v70+1cfSE_+e4jF8xq6_K-k{(+DZE4i=2!LOeGoldM{CjlHAR>Y*78EPOZp% z5^OsU0VHGK$CzIG#%?D;tLk2WPHD%c;)GlpMo#M*kRQfM1xPwNy8Y$eTEJk@2Wy72 zG&=9DE-%0n3IT3WSjY%hwY>T?fK5rpIDI)$onlKXZ{5QZWXqbz6iG|W6`Rj^*m>wm znkG^|f3)L|w-~SN`80&T7XD-GJTvWPd17m@1G10Dz&Ob-P8NGwnCGY`*5`$BeSX(_ zHjJ9P(61TKyI4&3WlWFi;641h#)DnEF?y>-t+o1j5X`HOn3)PwoKzzNZ&! zk)$C2Ju)7i2p_-H@A#w=&A#q%h0$pbo=$FZeptm++R{R8JX&4m2WX7Y0Id{rC|-ic)mo-AYLLxa`aH>KTWV5TnUV`#QJLaMTyo zY0{E?Y>D$qDmi1f0+^#{J_=KTPt)tSUXUe4ur?>15qMPg2wdom-`Z-SJ{ zM4FpB4&=AeeJrf{`g$QDA@t#f=`5wr6d*=ImLr9z$x1+u#zd^DY7y}hswc5>mO8Yq zPH*%j^1HGsqzyuJjhSU^g2%s9E@hX={q>H)6x^^xhAqzySRuF2(Iw)I9$DfMp;Z7&l6NPQm>Pfu}e zZPzdv&`%_E(x=j?^b17_4XUk;O&ak=Y|3NzS+iotEtX=uG!9)>BP zl)qHnLj?ICbz9WT%xq_GFOl823-n0+v==&hAS3TSBy$ z7>Nw1uNY@?`#S$Vib*z>3Z)sla3{b}cF*`kq&$k-Hm_&d$MO z&~|azRD`d+TL-Ncg-==`Zz*Vn_dRr(l;E5k1raj34VD3*?7N-cgJH2}cth)*! z3pCA5n=a;@OV-JiR2d9Lc&|102AoMLM9P#&!J5B<&3nNsbNhj}4k#OWDJPRqVJWHuJUx&lM};XUC(ZIEF1U>CC4ZX< zZa>aRp;OV)n7yUVuZUlvX$=%EpuuKltLw;umENS|)yxP$%64;-Y)Aluj{!~Mn)x_S zJMzr9EUXS>Qn>v7tMLM5+a1Ru;&JjpT3T94Do7Jfc$?3Q^EPvCbu}Ly-P*Wm8o8j$ zhhp9O&6ioEfUicNjyI;AXM1~khBpq66mCxqN3<$W7P_+Tbu>at6_kOq!nCqqBW2o) zQ9N;)a~%$yilyzr$=4U4CGV7Fh3-g~&Aqr1VNq{Adttr07aG=|q6?-`1sjp;VDwfy ztD5s!m4q`EVF*g^2b*>evygY$30k>^0|^B70cxu5$1pB%KGQNOtIo-xrlT{TL|7Ns z?R5p>zVzZ1G44+l0;Yq&`yZe5uFghpT`lAn6s^xTHlk!ihSRUfko|IxMy(TE309bw z$NJ>K(eVxK;OOY+rS7;{yKW}HoGxu$9Nq}I9elsIE0-!b-rvu{!qR^k^eO2qD1L&Q zG?mZML`xKmjK-#F#8n<=*Z3^Qhq;108FF*#@9T{!*cR~G8Ol2NCGA)tS{Ka$#cvz= z%qTN^KA*s{%|Ft~V5v5P+c3wH>l>G~(l$(@)i2HfI>NeDFXlGc_L~<(p;rUGV2t*^ znZ*-1tdv`6C7V}gsugKy5{2p+ORhT8b~WCY=o3a#9T4t{>kmO^O#s?inZ`#L=zg&A z%A9*Vvwo|FEptF!SNAC{?(W=Yif|IHe1$aO#xrE`*%8Wp+Hv$^4#)cmn?cJk3`*g7 zFmNrqKx0FejnW1Jzbs ze>BnLdoLs;HX=Yi;kQ77dR~QI?WKm0-2(GIGTcAfN^ME7l4Q!3Ui%(!PwlO& zN>k`aAA_O}NnET7ma!xZHyRbG6F>suBLFr4wkN-mrOui?9$Oq*+ zE%0kbUizS$*67zmY_q21+ zL(Gy)7SC-IH$EjM?o5Ez`i8VAPclBCD7Vry`!U2eu%W4yQ!;LV9%nU&8`H@F{=adF zzrb~roAG<8$LFJHx2YexKj`5(CmmB(226W4mNLmQ40Ni_&)s|d!y0|IN0uX4)+!Z; zH%%sI@tG1yGVN@4G1HRQt-?gDaSJ2IpA9dX4~j8}#pSw-oI?vtDBXq%%cRQ^H6O&S<%e_zk z^!VBVt(Hu_L$D(x3`RNMJ6+pO7yyXksf{xR?z!zNM`~I)np{=g?+;_Pzd3;*E@QSi zT^p3Vwe54GPbzYFYN}9~{_3#U`#MiSQCH0eGuYJawz+TDJ71ok0#|a#q9QKZ-inBu zB+T609Pm>la2q^^No=1KQJVx0UGS%a_3Qk?1oDO%r|Omy?s@eYu|oEKD;k znrY85FH36qaB*7IGr@hoENUKL(&?GPibMcT<-TPXaC>VxXS1o)0POD2PQNFNu=HPs-*hJUJ zb#mmJr)_&YdC3?Kc@#IK8{g;nzy$ja?87euezT5o5B-p|Hkb za4C?G8zw>b+FneC$K{U1KXlo%d~3I$%%we6VK#bIeRNS!td0N-sueCxWlJMgNP9t(Q%X%o?U zQJDkW@sA%y+qfJl*A~m_uv4{o%OA{L$sne^Bod`ZjVy$aW@Xu&u-${$bIwnZ7r(Z$KA!p`=iaeyXkr5D}WyYUgVew&kSm|+3?e*Z9+ z%Bq$?L7%2xUT;tlUjsG6?{Vn$@O+@Fc(XV_l3cva-r+^5l!OQPgTd1$zlcY{~*7t!7`ojZK*Cx z)^i3yZ{Spy6m@#^rEymjN;4D><&YH42W8~s9@P$FLMPh*RRps#Luq9~r?Wekah*n8 z9UUjYkGH9s3jh(;0j$D#*3YCeSHgq!Hk3>>(kCJeNtB{{D zjvw!?#yI=k6C}s0E$GOq(3E}cDm@h5*qTGeG+Ll(XffC{=$l48-Y}tUieCsURE!!Dlvlnr*~f`n5GfR-9NHuY&S@%zX}xC zO7Z-?Afx`}>?e>FlJlu6EF^;Z8Y#opu%bV$%q!bB3+l(#Q)hlzA73?cw8mu|m z6sq}3q;2O?%zigMxcd_Z%}w<@8ozPt?g47jx#P=o3a=A=zya@ZkxE4ZKBrow&F8c^ zc6ouG+`8_@f*vQVGFv-_pojYU`nHD>4^4BQT!?~hVb#b8{IKBQU<(V2Qg5H%l3p6J z71s*_aCi3Q?%J0V1;Wfvh{}gKhMk?1f42v9zUfNrI`mP&@5#_LE|OJ~I9s$rZ&U+o za(t_AJ7{&^)Ycl2C?OYiEi_LLzMtHp5@{J`Vo94uM^q)}Sw!_&)PBwSX)GKeQDMD; zM)oY!&M1kWEiIdVaN7L(=IPpG<@To=w`>|O zj)1@et^>Nef~Q`Wf{@UpcJ{AZ_m05iVlYdp)_Hr&5AEOmm6A?a*lVuY-}fHQ)+)Bw zwZKRJRd;!|aZj%Y2u0wLZifq}VvTQE0(V2t`@+%0Ba zspr;)=wphr3{*h~&7ES`ot8=p>f}j9_0$QYU+RFZywl1r9S-^{`^{xasgcF%G0{^} z{Bl+}^_!QPRGDp&j&=0E6XJn~1;pA$TKFj-G-7E~YR382m6*z$TaP!&1DN@~Bf$wnWQJ+}qsPn=r-!lun#80Hp+smUvB22cnvQIn)r zsAk0Z=VGVTzmvYuARlF%X~zBJ{^P#m;Yl*Lb&f>)ds_Wz>p4O(|8!#kGa;F@nNn)R zl)a&kp_+YA3Hhnd>U{FudX>#HwR6PPsu{aFjxn-#CTiIwkC_e3cNM&o6o-vg&rI>Y z-0*FB^!PD5VBkQ-=>aDXjQNHEV8ch`-E!3*`GFax>;Ccun1`()3r2y$;jx{Wnwqlm z=5w$`P;^*NBBnpKlV6-2mf?h=tO2RoZa{AZV3Rs&_Y@R2xGjY7I5j`lF$1s#Ms1f{ zwcGq=NZ!SCdxLc#*KR1ZZ+dB+PM=3-VkuddZD6;malD*xTL;4CxDGB@LDvYjr?@J% z0?h_B3rdkvpEWu1!Cn$ks;NWoEt<%PXpIMOktirqcx z_K$S)i&t72c0;L+3~_Qe`y~4pa!g5t2sBgcIO+}+CN{ij?;NWlhusq}&zDzmbzlx4 z5v6JC)QXzZ(iO%#k(%G-(x4eJA-{C)+Hwtc^yVLT$|dIqmcR$fviOO?38>s%F|XIX zef=qg3Oc*x%Tv!qCl_P?IGRV4bd{o4y6Tr0dU4v4=1Fr6!8FI&_e@5(l4>qfpdqxz zBWuDzv`;FT`*z>y7=V=+ur$GzpVvuWv%jYFDeb2byM&~q@cGWqYqa00+0X@CsHH`` zWXPKf0E_VHViX|x$DmfuPj=mpx0cRfRqvdfjy?m>nw-5v;Klwm<9R&&8Hb_>22<4Q z8P)R^vKY=|D6Sj4q~?!AIU9|A*O!T7W@2VWcqjg5=6{}pV7euT1261E1~wmWQ>&Te z$rtrcqvfZ7_2nCvqh<_~*f`c3R3;ttVF3Qp8CU?o;#fc5zjH8_-!oBXGU+d;X=(B9 zG|rja5*=wMt0Tx~w83CnP=>U2PJDE7k*4S3t83`%RQI%CN=rL&IM0$@W<^9guYf1} zvoaYN8l$J|^%*$s_aQ50_D)&Gx5~lH{E2$aA+n5o8hR~O-+HlCEO{s(uhbQobS_s$ zQuCn|<(^jUVgK4}_XtG=H45F9Cm-N^&ReE86xfrxu}eYD09N^(Q1i-C7UsXS8l;L7 zDmYqyPG0irm`R?}-I`|z8|h<~{8WhHldepk=C%&|kF{;T(%0M3@xAe#DIF8j1sDNO zjO5BEaWhd;wixKM*mwZa>UEbI8EG?BYb|Y&8>bsEUh|Afhsx>6#M5cBf{= zabiK29T}E-d|X`pE6yez2M1XlZYIW^g_iXZ9oJT@SxH2FPn5XStdXk9`kn4$J$4I5 zgp4G5W>Ln#xrhmbLOgY?*!pTdzCV#}Gh`~a-y1HRv)A zQLw-Bx;uVi&r{*Tt5L5umA}woEh=$LEJN4On~LboKctiV34H!CbOP-}DL}|Yl=w|J z7#NudDm6=4oztT*i7!e86=2aTd=JY1Gz;q*{_oA5+NrN$IS@!i28V>qx~`;v?y3#s zCz#;AR#J+*@aI>PlInaz;mP^o_YV+u;k}NRz|1wsE&l31Reppgbq2!T7C~W)Zu-6* zjOsnw*x4-Wr>3Ei5iwk;{PgJ)a}W%nHwIYj2^xKs?CZy{{wu!5!)*+#$gYU1YK8Xc z-I2$e1-Jo36y$z?-Y zTKxju+BhYToAmYoJwZFyZLj32`S2ZzqQjqziBC57)rV)C=kaTUNu(WC+%04#Maah= z{>Upa@>7F*cX`1q1s-1O*iNn-#Cc`z)=A-xFYF390%WQ+iyy=01I>oV^*UpKh5ENU zT&1lf6VgWM;aW57c${^i50X-kFPa>h!H%f|B@&mSAB}GSAAE2$^x0tEw+2htAnZyO zWnxLsZ1igrZ1Wz31WL zKRh+yBVaHBINvo1Y4*be=2h86(1m}E4{fk%UvdJUeGcl!^=io3*;!(*$LcpNXaN#I z5d`Xd!i#b<)8Jm!ZX4;<<#D5_krA&R`lzvnK4;=!V{{w1J@Rkg{<4@}L5ZBFiy5wO zRYn67#4k;7=&$i-_$?#WZgU5F#3Gth*4_OkA%BexjZYArx*dzyFbH{eP zl!~5yebKw6y?yfG&t1v}ohMMx-h>?2hlSjahLOl|a)PN>pWB9iC`8f^Drf9Ki@k4$ zsFSHR&WC?!FQ^O~tx5-$xWIu%DPqQ~)o!YnP_kdl{9y_SJ{5K!lG_+voG+-ypRklUb zUZvroj?fqVXTu>^1TVe+85A(b(N>5P@m#oi*BHv!4-hYBR=I2Kjg~BNX_i$$eezNA ziE_=I21t%sld3bA5=$~}gEWP)>q_zNotoqUGwnvNi))o#tk+1S>oRA$Wj2vOPfss= zb-vF~R5cHbC-lxw97ld<7t33XvR+=7zz^gAzSQ*=6H)8KU%3htlb&G!3D<{VsViVX z4RyMbhV$To70@682*6tFFGbv)ZxX7EAKlP)itDke*!G-N64h41)wbv9EoZkL8f53- zsvP8m7eemvC>!0Ac!%$-J$_6c;Hmf7^Zh6Ncux_mSz_8|j!%@`$;4Z;j(R$HrtW=n z4}PEb?+d!QQBzZMb8|nq>pM)Je&>u!w%(gEM5ALvSe9y-XurRaNMC^Fts^}&L%s*A z!JRhqg~~XS%5#aIsE|I#k>YYR>*27^7glt0fPwIf_7*bN8oi1Iv|_$MiB*b84DbA* z5FMbXSB_ui)KKS&oPJ<{!TO%_g)G(YKyB3+we1Uzi*{n2MHq?5?|aw(2>FqIN1uL` z3I8VrJ{P<$5uTWBZX@?016~um@Ksf9jB;!H6skyO8ifB>_U7~rs;HC-8Y%Kw5}7L! z-I-aUN09qnJw4aUWR4CFISOfB8zW5gvN6&=3oc4ZgY&H+L6UumTnvJO$#r+1kOc}n zXJD`dBIPF_!11gqF-1kpyYe3$9j&dbD7h5E^yxoxNrsUewi4;#6A?ve-YI|87yz5m zdW_W^AGk>;a++k>;`N!s(>XUep2(v|Fx{|Cs?O<*HJ>sE_p9NPV2)D0xJqhru5F{X zp{<|F8G#qSiqv-2sam{9q)#K@_VRr=C7X|CAGf~3})yB-)1+e40YpTsmI*hoXO|qWZSur^`%Y*E&7p)Uzj17@C}}JMM`D%4$37nw3@gmtL4fy$&H||h-Fa~Tw3^UDyc1WSI6I<_H?0hM9eAv2ZWxUxn+)$KEX%fXM@|J5uWxJr&hbiu26#M1I?uIzPYLdj_l+tWQE2)QalBUeWq` zEWckf$VNGnp7^r{N(S2fPXlwD&K}>6QWUxvy&QT{EHW|fwcrgEq75!Q@0V4L{DfF>d!_M%{ zC2cs(?8Aod&-<>-vwdS=9=e8t2yP|K}NU9UI>)d_**4HmLiWHTwi8DPi! zd5O8IlU^;kLgM~p*uBu_fObM4cbPDtqPAQZON{|>NxXx~Wt>cTnBnCbM1z%rv^9|` zX|uEzv9xX?w`falmE43ccfRQ2Qym~+@F=C`vs^*GvJfZUY}*wzcD5RtbLXJC$V-BDH^j$TV_3}xDS3E!_*3Nnjv;wYs^+8lV;MKg zj2yLl=pU=oZQfBtv}fEuCKWRlI947&gT-Vi9HqX0c+p&)x;Bw0R*A%qi{82a@bon# zz1~G|25g~XKX?!t76u0R0%0^TyqtO7r$j_NU>#RSXBuol=1FS2+GuTQ*#xc+=tnfO zJhuY7^w+PK^H$Qlb8>T|NbYj#cz=eeLMhUcDK^WP_&RgzsFQ}YnJkKM@u={g^Ul0J zw=LHSLYtQ0FqMU5tdGaM7S9QlXTvXMnaA5;$f6y1Tm1xE2%5erF(DCYF}}cxv`F-x zlr6Gjd#$W!eg~F% z#*SUzsZpES@qHrguH^YhgUz?XUt*DzrV|xY@@~sF(&3Sjk>Gd8)IS#sDAcLt=HQ5` zt0Hi0R(`Fbg2WLye^tnBJy8zyeI(H>>o*=lJT_B#ZRK_t6+egB4BIxRsyV2s1OA3d z0oe+xUKVSUyQvx^POg>)>DIbCFpms+Gpp(+5(MgwCj0OU^IRhTR2{;jG5TEE(o_}Z z=%7d9;dH*pkw)h1oBsVrM(7yacE+1ET~PNYIZruop2bq1M$5RgbX95l&`0>t-6LCO zr!tl*G#ibyoE<9ih!Zay;#RW^&~psbxiPSeZZtmK%5t>{7Aa#4<;^TQ>o`&oy^dWz zCnxCOEiB22K5oUn#%QM04ybeDNb;F1-oEmm8LJqR9AUcz%Q4f`z)LpcV9A14r`9s0 zw{RoYrByv0s472EG8;N&8CajBOuz}zL&CG z+$VIcY|En;80|`2m9)^qLOl(Y4ShlsbNlHq-2`9r15ujM88Dd5L`n9tZr+0b1 zL=F}ku)z+_LWb_Tuxw2C5?G2Q2eT1iby*l2Bi9}jzY4*1-pp4iI6I0(SLTuBG#m`d zkaAmLJa|CK^}wv=1_pGp%ObxKRrsp5^_!DSG=UT1`&Z^4@3e;*Won_0Cg$t{?D>4_luU*C3ELg33= zTf(M&WB|VRJUKprqX-9^!b@E-&f7Coe;)-FRLW6bOncdvgiY-)dR7zMerFz3-l^Vh z?oagB@{JfDNxJYkTAxlojDX*QIetGM(VRwqPGvfniF7eBAKT>*M2#wp1Hr%b{9|)+aKk74z!OXsSr$k}Nsu14ayF;3- zf8@_>nQ3i$Z(RMhE;_ZXWBC!bWs{cOt&PB9Ed`3egJ|XJaDSo?dkEF~@L-OM`?GfX zcFK`Bsne4HXEk<`k0$py;HSowoIZ4ct$K`faVwnr)Q3qx)V$w*E@&XLnnv zPzQRG7);#iy(aR9V#yzi&qglG5yFK|A!0&2t)EjEI&ff?jCdX5U1qAxk}k4R)=$-% zq07Zef4!LcwtDW4%UyO;XSB6NmzIF5`vVz`YJ)wiubG9KA=a_wf8dE%w)LZI3xSE> z2)~C`jpd#Q_L#ns(|hjyd7O;8C$e{i{zFqZA=eadi|~7_PN%ZmKze#x<-^c(!*_J2 zIX7Op!-4VzAqDen6<61|2wVpez-N1*L@c^fE3WI%pUQ+G#@5zCS&kFK;B!V%M7Q8h zX9wnnhK67%?msz9LQLG7%(vea!;lqlLoT<7H71W^+fRazC?wH1?=^9v@EHgCM0@F3 zO;B9-$)Qpfmy}$C=0|H9rXSoq?P*Q$C|Y+|25+&hlG=}MuND`p6uh~2(G<;AMYs$C zk(Y8Uu`%L2w^O?I$5Y81Ua-)lBVe!dzGSo@?qhZtN_R!6e@xA8S3)U2fajm>?jM5`q%af}}J^cc-M32nt9GQX-9XHzJLQbcb|@bSvH6`AzWb`<-*{ zxaXfe&KT}J{H=Gbxt{sNT>jM+irl<`C|nw9vCZTv5y;rPHzQ_Fg0tuzMg6PEFoDw< z74@_OHHW7r)p{t!C18?Kd?16-S%dg5uw%Rgb`u?MG-vPX(kLyk{$#X2nbF&pzTvtb z!)z1)TMpD9cL5Unk*RWIMX$m%3CV~jcaV`W{TeefGgpRkH=GiV`x%reLcyzr;q{Qq z_FF{-mpx;TNki4v)Wvz^;rhRJ;6QDy>+9N7$w;xgH)3R<8VvjzUeZI$|5rwPJtm}=9Y50UjuRY3x`=O#h zB}Jn03QNY5@+7LP>P!K#Rl?@5PsiI2Qs!Evx3qUPPWo1-{MZ?v9u8I)&YNHalz4M& zKTh06Y9`gYrFUV8p%BqhZpCnRI8Hq9>YmiUb{o^>ZmYw6<-y$LbY>7@@~uqV1m*83 zC%%2z%_goM+b7^>Q4?VI9}XTFvK`|DnG+xs4nf98^fR8WzWyg-Eoby`=_rYwzP>jr ziKD7l+bfv|5>F3UP5OcV*E2R2*G4UjDJo*!avJLGCHV`)9U+u0*hCTR; z)#xw{50DZn-cH6p$VRDK@sL(PZQOBN;bx-=?GISdIVGh(b=1{m58W|P?O*>**U;th z_Jtu0*Oujoe^sW@)SWkpH^Scs?*)Ft~8kW+fr`^;4xad|Lm@pAuqJLt**&S^B%!v}nGJt&-*_R5d zdDe!_s`cvT{?`rt;ZNNy!i|(}x!Cpkev+Ic>1OVt$eA-PLY`c;;%cxI)E8{n9A1+^*@z+SCUl363VZ-UEd-di}+u=R*q> zvso;~mOrLyTwb&`iit~os;4QsyE&%vx3=F!Q5*~D|Mp{aXNsFcHp^l}mO1+22jQc< z7*<&m(SN^gH5E+KD^j!4UdzeNgzM6n&J8@dIwS-Te<`(?q1UM%k7ckCdsA8Hc(e_M z0BqsVkPzO(-=B;gdhccG(vZ;8cXf1hw6rWjdWZb!4fW2pHe`o1+ZzsPXq5mUoxwB^ z`^+@Iq~s|zHObR;GLw6Xf!%kuC*l=!8q6Q%sM3r4+ECIuBwf!K!J1GIw^>-Q#?aWG z9SNd-{963&O!!8~+gG>LWym+aRJqB{u_+@l3XLEr1u*7w9JsV|GCoza>HPQ)miEY8 z+esNUPuob??#3u7APuqFzvK>TVcnv4PVa1V2Ki|sN#P{|s;mZbv%jnVZ zH3oKUY-~Jy{OG7C%_@iR(}Mg@3GSId#NNMuAHZ)=`y7-3jS@3f1_t8XerBFKiddMK z9i5$fySvqg(F)(rh(-EcNZfrfS6AW1^wtP5 z>-%_~17@1UEnfg@&@5+}P3CbAHb;=>jUJat9Ql6pLiJL{P|@cM>(O&|c7~;Z=62CAN@CRjT)C>>H8K1e!KQPmqz~yjYpB;Np`f4;5ykJV z425>xs<|SvS6iu7u}^D=)n*WR+@^t7P(Dt0Lc0D~UyYepv*2DAsEF zfd?9jRZ?cI>vs`3FqKv)DWS}qSvq;uU$%ygOYz&1+MZVW#=q^Cc9LkuMyM4TUG2jp z_KhQ=v%F>quQLIzd=c~_c<|ul@G!_l#kR*OYBVAR^Fxr>V-F9HDk%l8-6vB1fq~G& zQ=(N_%!q8i;PFpSr{qZbKw)cZJIlQpeY!tpKI^z04gFLBPj9at>@`Six#>DrB&Vkz zYy%wwmdsg{p?lsM0gkx5SkrXRomIKvAL7oD@c%?_9;J(vyfrm#jhr{vD1N(?y`(ho z@Uns09F1$C!I~b{sXrxU`aG}k=h)(N(FoQ~ERAY05_`dujyF~Uiz9B9>R5U6uz;Rl z*lXltW)+=}#vTK*hw~P45-a26XyPmuM;Wg{Y4*rStu`cWJi}UzNId4HjcaypozgTe z)zRd#`t#=q_Qbbr+Pk_a0$Y<*;A77siudQ-OZ<+IbP?pKLA(lS0(=GKyGV-SP6}KU znS3z=WzJ9OCF+9HxlvOv{&ihn@i1j+{V_k|GUc?CR^l>8W@B$7tii340s4o-hYz8+ z);-cuqm1I@d*TCqePr5!t9iQho<*j^p$x1P6t5spEa-(cQEd9a9)FQ&dQAEp;qV0x z@S%K@&J?Y!t!s%xkJ#V61oKBXx3_g-l4X>HW;EEV^&xmR+mLVc%zRSn7zu|v7RYTI zM<=izn9ZlI-`Vrb9PB%b=k@lrcxw7!1~*vOG}y%S;lX+EH!Q19=gV=NMXVxPS)b+W zS5bg({l@fBDx+48FkC-g8$mBvz^%<4Y0FKOGE+>qSt~_nLZ(0m-@;Kw?t_FxW$B64 zZ3}h}RPw>dO&lRfbPg4rh8in|iOU`g?yh4RslA<@m3N5O7|{1uM+DDVlT;AzJ$%eZ z@zo3s4Q-avtl$6it+39@{GBf@;aLhiQl^p$1@-v*Q-xijqYqgE(l_GO7xJ|<1?qbz z&tIk^0XA-!+MFGOp|H0fxwyEzPe#kYxCEBm%*(GFQlR}MkZ(e3Rn%0N*Oby(3>WW= zaiP}t{E+2CRyG%-Ak+@Tp=7l&LXY;P3mE*T>&wfdoh^x49+!pk)vH%);>+K)DmeGW zFU>fY9ay?bnojP~b83t$@)-PTJQ_^w%&4>t=OrE@DX zG>4zbLCff6uOuJo3Y`Ifn$fg$%*Ra~n1Z_eG3w_7M zvbxhCPL=2%bQ@ut*l`5%S`Q;ND1(u)*N8MU!fG_%>4tt|^4G%qX`t$p;&>}ydYse3 z*irwpXyyj}Xc^8Q=rLZ%9`G?fW#@CJ#wDS08<@AWy77iqain1q)P<%hlLc1!2F|R` zhf&Mf3`H-W^IB8D%&Pg{zn`P!_OJc^`DxZ$HV3|H-ycL&gs^wh4L84Cw? z+f1E(W6x25$jkD~F1fi_uwoeazHN*S+$%pfUf??qaHriAv=BjC_+q$!bU?}t^!UT> zcIS?lsy^r(BHyU7Nbi!Lb|A9;OyAx(i@|r~q}*R3b(sf+H9Qll2tQnxu~5T-ro~_Jt7DQzZAjz$FwG-+pJB=ZS4!Nk zt287Q<9&VtEo3+DDeWmoA-kp#pT8pGJ4!ZlV#O5EX@v^M=kwJJ?x$HJ+VURh?tU=O z?4OoAu&Gxf6!g&4eT7tizVa(R^nB!Ee{1(qhe>>iaX_@$Bpy`c}^gF4^^U^3s73istb{6j8GZ}zk#F00#a@9ObH_Ieslvm803kxeW z(fPQwsJZy?w#q&-b9<(ialdwYU2LRxOH(ih|T$AOWkdb=Sd>eYMhDH{`4c)~4`-H+NI3u5#byUudzL#em4-@R`iyCeWf6t`7Y$1F0HE`;b zl0+`q*KJyZDl1{duhkyf_-L)DX-Vy91}2pJKNcmrJS&cxX#9t~V}1*b;c80o(n7xk zY@Zh@em>kz$;qVK`8AoISBn}SuVrd#3jT?%crNA8{>k?yQR+H6F0(BddeT-_J3T#e zmq*B3qib+*AGEy3e_N+4Xh*+()wf{e#$kD~#*M{(Xo63)okxNh^*3$l+@`e z8=Mek-*|C_GQ~ecNt}AP0H0=bz9!PhfKxBWU%udJ+;A;58e4BONYb(8`sR3YR$nzz_+bYOqp|R<6WA+FmYc0%+ByIN~-i+8$(f! zM+V`WEbQP4%wg zi89b|y;0uY-ac5A1Ox=mUaI3uCV?r8C_2kK0FbI~Hm(OY#CCNRL8W&qY{m9-h)>7nGPrS>5xZK5E93|Z2X9dHx zSoXkeD15XWpRm0i!LqCQ2bj>TiZwMJR9MCjR(gg655oDjDtunl`dLz!<+Co0`@UNU zOh&1XM)ujJu5VL%*89WD<<-;)U7ww*@6f!EmvXRZXT_LHBK9T6k>snco5dt zb8eK#^|>9bL(gFq1GnK1GQNFw`bUOv$H%aWvOq9p5M81oz3lgi<86x4y%{G7SI@b6edgn?6FJlpTLJ@8GU@OJXgI#p%^Q*JJq$Ar#KrGq zDnCa-eIDhYXVx=k9{S5n^$tNQ6Nx~Wdv1^qI`&VwTfphwjPF3<4VMixD(Y17ooTbM zv){usWcU4ZJ>to#YA4k3zLTo$`-1k5<)o9&f>2s|4gL6*XBd>Ue0eI!ioDeB|Ru z2g)UnP40mX&9nF4*54qPx;nP5x&QnWEfsH*kSoz<#RVJWC$Q z4Epm6y)3)>5E3q0xIY>_~08F8iH_3 zl9i$)()&uxCM3Q+15dHHH`1l_3|YRnW5sK!k=kwyMPxiYRnRFs=I}{<{{hqtV4{6rGF}>%Q_80MKuc_kK!~lHpCKe}6Oo5i?$y z=Cq5rsR+hr;PZ8|-(7rb|GF#wmw3y-Oq<4|dHZNWl~w$VKkSiTYr|}g15z_~r_HL@ z!UJ=)>>RU^O{_C@B^N6@gsUY7TJHH8v_@6J<`JvNRPxfjRN7ea#;_khXm&)9PVm@> z-J%MJWR-Nj^E7ceCd+{oJC~ZCI!~EwPduunA=vVYsr|#D5Sb179Xx~Z; zO5RG?E!c3^u!&FKXOP+($4<1(_SK-}H&C+*Uxe0a#>!3RDYDH8%Y3k*t=UVuY$@VD z)adv$2JPOsYlD;M4ElyTwn5{y$~(O#{dXm)FfLbex|kw!D(i73s7Ws9bHe&e z81~sNx0=y;QU3I2=gD1*9nYe?`t!@z|G8aQeQ;_-RiZe1l|Hf13|W`-Yh5EZwsA9i z#F>ITOsXqQ@Q|a!I5jtyPp`pypEdC(EN@o=kEEGUHYCR&?SvtH25hmBxw))1 z>TN{c#Kf>L7SmCd=~rY^E;rm_bhCnkdl4Tw28D-{WA3f%^FJ2{yF@u4ocCp)6=|FD z=r7tH-)|KbQ%t4Waqf&yWWK~wyp$~_S(a8_1HrxPjgphn|%-KmBlvX?_rL-VUNSU-t&u9(P@|G!Jvr*ze$lfn(Qca;0T3k zpfp29ba!u0T3Xu4(NQjpTa7ee#?a6Zl(eetl6tRuu~AV$^>KrbZ3e%+0Q1+{8{SVa zz-eK2HfXfxSIkmVLj(HB(7=FJ@!J6UW< z>gw8LRc!MN#*o)P_OaqmDgIm3R&dr+t>75;`zm>=lRL z***#|C_W`6f(J#BXRvwhW`CPdTfmQw>j@h&ql|vfe{oVSAnF`*lC-6&)jAwcHGMHc zS&i^imtKkNy7K3^(iC}RmI~0&OJrG1Nwa*awj0&itKZ$OM>$^(I>BK# z0dT%ZceCCpe+AdUFzc0Z7#%RtAg*b(z1&WT*%J4^-q;uIMt9GbB^!~UcQogoUj|;^H#QME>KaI8+9Z6rd?*G;yHZe?ojNrR1-FBBZDonv+9k5e5PC zxo*CT28Q?9XbKHPe#9-Zd}l27+Xgpo-1z0hjzEQ%hW3beysmB<#*{RK|76ueLfL$} z_a@3=;kkp2h*dh-T(P29&#z%mMHB%gHp=DGHgB~+1x8U0i65@yRdDU(r497U)U|^N zO0@I3z$&uZoPbck)`L{zlI$*e6vc^q@}T&Gl;7~(;W+)z9qrwn4Pk5M!*}M$m#n;8 z>OKPw*3OZSozGr$!pT_n`LAn(@mQZ|#7#e5y3G0!|G_!}jHmMQeOYftVDA~eflk-6 z;?@^K!jzRiLsYk#HSipx4V6-(D=4I6O_qgD$nph1>A-W8kd!QWJCdB6d(rg3ytK5m z#eiv>Kz7=)tmfkUL$l0BQ}Jb>A&#lVh0!0gu=ICyd}dz^A(wWZN7!F6zPh+!|-P)0v9DVEXsjyEc;idiY?uBx!Z3ASI;oS(lD`=Te7;6JU zXybd>{BpVral&3w6G#Vq(y@Q-~Lr#v?90#8G=NryP9P7&&+g1fRGGR9b6Gt*dp;WOLkM@gqQJZB--Gcuxo;3q% z1>|!e)qQylpPy``r=(aB?=MX(%2u~Aca@KX$y zIbyciq)PL`?TK^hcx8&$D}M;q<*d!@OP5>9C%iJzvdQ#$B*2@K%sB9()9#)jVIo$F z!xKrvlK$EqTC#_y!Hqc|j+G9?d2s@=$u2R7>$R`2g$kiO!EX8Yg{aUzT>C_Nxe%-; zdgZ2X$v<6$RqKV3swDli-Z#;aj(KL|E7|r*AR^8B;#QLR-<0ZQtQ%~EkhFLSy6M3u z4^Iydm>Og*_9lcArofy(n24;M*@6=XacaMP4IFvSRxf%V1D=M2so{& zIJ8!c04;}7%Gv_|J;|D)QdU}u?svPiW;H|pD^$6i-#>4ZY08+~>mh(^V3h8Tzcu}R zHd^Mc?=3=N_LwX4)hs|P4Zey`4=FDAH2t(U_4?fS4(p3J&}kowUsO`7lhEN_n9_+qUe{=`3q^=EMLwn?$M%qOAViF9G5PkQf3BrDG>wjLY# zM?bSE*Dz73LRgvqDuhs|uBka*u~D6!o({}DyQ->co|=^Q*BhMi=P(;!&n{8PO^N~q z3F*?j30f>nBmhUDxb_WH3HAUiyH(I;wH>#FEz5_yy*0KjX}-e3j@H&pmtRoWeIUCe zGHZH#w-*mS#+x@Qpg*lYaz!A>0kqPd8R%3@-aGT4*UX5M*o+|>sTC#53V?>1k>H`a z?17#311+5n(Qw6sY5Six;BOK8bY_c_rVdw-?F%*2hb1}sZ^Wep({G$&>Tq0WH+-5Z zkeDIxX+l3C8N_9gsPI*q(|bJlb+_YJmyy<5=>N5Dh&P#b9hvIK$)s6jzP^;U5Fc@@ zVfY>+%6qp>-v^s=CYz3BmNS-}!sQ)ViG0ec%(dFzDRNYmRaO4}{@@9I)t%sUaqcut zI~#sZao=xkb@e`-`Yy!e&L3Fg3itN+_XqMGzlLrjxB7S)nqc~1ZYLp81~C>E7W9%t zU<|6Oc{%h~Wg8wCGC- z`5(~d)(C~67;L`4!|RWUjfEI3r^D`Rs9Z1%L{wOqL@d(W_w@8MB_-utQo)A@%j*z^ zlJ4&AihRb)Gw!3f{fS@u4yqoNZ$x;w=>(+4RCS0BqZKos1AhZHVsLfAnlIJZktVsF zqbUZ)93^UFFYnn1e6C=M!e)`+K((+c%HWR1SyOjBkQ3?gsjPcPQNxd4v^#61BqNB=Y%sVZqzFZZP>CaFBRlr=QjXhGS9@B1w?{mHZ(tV9a ztq;uI?%PB5j&JV0+~{yHF1ay&jRCJ`X;-VlwrKCWMv;lKrluyFy~zc?d?6TlPBv=T zV1F_(saHAJz*`9R&wo;cetAWqkW2kT#MRB)u(}w!}B+3 z@sksbnZa`w0Lhf|w=|^BvJV!v%J_ke1dD}`r^GF>`7@LBdGo>`#rygCP|5!~3w zu?7v%5#;&ngi<9Mn4^P<;ln*<7K`Dgty|iLHbGygyrnze}ZiSENgX93<*Dg zZL86L%g(vW`yG|V3GpTW<|9&q@;^D^#ubV<@cR?A5+cc&p97(J?^dv!_eszwpCXPHi?nwy(jlRom^to3IkH&964j^sD?^z_u$zHAL4mzS5nF@lgpjg2e} zyS-$}`2-LT>gLND6VXaRK;D3r55SpN#Jz=Z`&X@drVIE4WgdydgPYSqz6B6&dkt3t zX6^*9&mG?QMB55qMKbVJ0iPgYo_3@%KAPwZW%HzMpO!4dv8~KT54G`yp<7VjQTlz) zLYtS$cNJxyqB$9aD~7i6&qir}Zh9Za>4a`;RzP}M z8WhHK5Do_h2I9Hw)*&?RA@B#GA-aJiMZs7=psw6z1d5~=J4G&BhOKJIg2nX{J&s*dmz^2>#wY1{%^eppZ|R9NlDbmkYogvTrral8xo;<(TWv zKn_saX;QeIl=z!HAvU(cusvcS;e!m&tgFL$AXVh%_~@Q9L(@67YQ%j^cAsb)+9Np=ao#0$x_IrjDyK2K)g5F2!mKBt8|zR^8H=I=u+a|Eb&K> z3jV+99UC@Pf>QmMV{TAepFO6j#%%mjjCy;d@iHPygN;n~jEgg+iyM~o-px$KK262k zxqd&Kvnb4KNj{6#$B;hL2Fe)@7p#&QtVUj5o?c#QcVA~QT4q^U86u2in+sR9wzd`t zAS?r57#4=TXoHv_@kQ=2CFKPe)j#R}(3zglefjbwXsAX;k)feCZk(cFDuIWm4QP10 zz+WQe2*LX7o?nr_k$Mol(piMZ4R)vHHt2i+!dT|zTbW4TUl_gYM_mJSvtY|jPEi0A zO~sXv{9cf8>a0(#g8WP5vqsS}?4fxJjA+Y}ONUs4uQd&C32B@Hqlv~}dgXstsRvY^ zkya@+9+9$E(#rmWR0>$}uUE|Gk0O7_`*&h`dk$@;@Ogz-%}GocD@qd@OFlKCV0@2! zH!kYF>-pgL`0DB^H^_>hBNo$VMMOlvoDinyZ?dGydX$!BaX(+afB!xzI(n)2xZCC2 zYO#l8+Hbb#+TwMKuT9O(H7Dy8a1oH2kyu{O6oxaX4OSvZ0CLjN`F9WX!)(SH;ZBBd zD!{{_2l|n&KzD$8w6c-WrnC>zh^?f+Bj^f}Q5dizeS+NN=E2rURNoKh2V=~4m`Ukl zL7T_5VtcSX^W=BXqZ%O-q&BEnGX9dQ>vrw{zux-}H=3E_kiXq1oGKeY#0Uug!zfMF zTFhA|m}M5BRAq2oUxVDjTA&|ulz`<5E3&9>Y1*LrdpWz&{yQ>-(51hGT2-DbM@33T zHuUWUGYon!{?XUaFbij*qrDx=uaU}^S8zdI4@*xlQwc`rEL~ZQ)Q9Dc zUq2AWDm^isKP0Hfj}SVf{RX;ipUl&nPSKVjJgHcX2#!{57vM*S9E81!Mp7B!#>q^3qSn&gNA>q5{nM&^~t$Q8m||6PVZ3w`wHi5;41 zWlLQ~Dx80493hWmbA66mAx6^e<-@%9` zV9?uJS~7ALrY?Xq1DwT5Ozf)mI9LoWuLCD#3-HhqtAt9V!nFkh=iy*QaoaQHu>p-P zC|G~V{Q@C($$gL`@bo-efC>1NxKGp=K%cfm%RKTfX$32BDOk0^d%X3&a(&9|dAl4p zG~UZD4)TljeEE_y4`Q>0y-~rEX!-d?!_$B)$bfu7Mit#U)~nWZFD#tTIlWDtt1a+N zu=2ju+*ahGq0bX=6YJAqCM3HJV%vW2IV(^D@g_pC)$6O$|8=IAsXTED8f!!&VioiI zQh*a1nR}8em3FgtRaR1-u-nMz*#vFMtJkK}QI(@?l;v(@qO2#JHy9A!5vKPosi>$x zH~ltH34$?A0YnwfXAVY23x|h?pmotl(qj4m^;?Lu<#wp^FtFKx2?p?k$rq>&Cg{KQ z?g^@Y7{wDEh3y)UAfFtOxS6NVh0xtg{l4Yo7Xt^)s*1_!(VE3S-qG!ZjHRt)T|f+?9JhE8c+3zGIKgK1U*{_E=T^k4JC+=w zWv3DmCQWJkOg70*wp@IbabIseiWo$ha}iOgoD*m?R`gk^>l#0OpJBMFn?k7Ml8d_j{Jq_iE?zo(lHfz!~C-cg<4xCLoPptSyX5zz@D zRnx>VZ~v6+)4#&PF~TwT;UdH_!h8Jn-G)e#$>>K`@_&G+Uu^zXGt|?gm$TOph9l!FMh-HEK#ydrJT-M z(3Db@9_?3ymgD|I!4*SQDz+;G*KM|t-j9sFYMi)p4WZmK`85o( z0uMt@PR=FQ0He()=2vvt3iSu*ehma+hx$!LW61 z8vrxB(9j8A95|k}-s&b2_47KErlcZ!@iT>>^Fe%sNv-$mi zGs%H?Sv9;f2Am>Fxki8a&c!?bECima?|9oA$0;^11&+k4faZQ@rHB%(0B84K|vvV6Cnk--}9tj+V#KkQu#J7lD!&S!h7%*+MgJ22KukSMeVczS8|C@PYc zk-3lT!63Vwlsw3WSt`^UMPp3u@rFh z_>X^ck&R9nj4U`Kq78ULJ7V_DA?fFp`2Sq?ABw0Mz>|9W6qX#*K)3+2gUq{R)6&>S zI-TTfs`{Y2z&EAfP+TO1c;$V2!|_&gY%GW7O99)XK59VIqlyPx1ndob*Om=>`fqqK7DgyI>Zv2Xr6 z0~Yw_zFpR#>7B=!L|2>f-&QrCgyEK@5rIDN0Vb1a-(zOuwgu&kIYb4_zBggE_Kw~1 zzf2fYW`Dn|HwQnca`}O%$c=E2_rCo4zs(F`>qI@jfRUTxPs7a=$=@0dA$%5B*W6qSj%OCv_LhxON_=F^*e>m8&+Jst>a#WQfxhE|(%0;0G{`qfX~z4zR!Z^iN+X;V>_Tt4pftj;2?eGZ^J7!%FlRg_Cd)yI$5IJ%Xx z;cQC7<2R7xhj`ADC$4$?&G0WEhzs#6J;6r0*+YU;nB6%y$roZ{Ykvsc_W*Zbn;|$w zz_2TQA5q!*7YB~urbs#QqEN!Tjb!}sA&fNup%pQqC7brQ&D7p~_=OK>+%r?TCCD50>{ermq@wWUu-* zfAf(-QlQWttj~+8TFy~9ZbNJN2_>`@+Tz0EVr>{l2X0WamoJkh z>9ZPo;ejH!S1vmn7}mi_L*v^ySp0?h`37~$Yg2l*`Rfx#AGX0m`K*A2TH%rlT>tYK z+#5Cgz9cR@q^>j!@&%Rji4Qh}?bL9LSvz%X1l#WSj)F7q;fq(z+Eh7GZzAqsyx)cj z!kH`(rJi43y1a<^D@)UIru?HmQprc6SrKqfh4hH@O_wtmee0>|IVJ;T9 zZvj#0gWCwgoFE6lDI;HqJCl-?H3x1MaG7Sg^%8)3LQKrMmkf_F?_6EjuZ{Urs2~~@ zT^CRxbTATpnd2~N5$()RSa&huZvo~gSf=qaAzHSkn39bMb7#qP*H3F8rUJT<e`fK?TNuywZF7h*~5fp zEeTtMUy>pe)DNIU-`m?mvc(Q+$K~{8FbN?hea(U+`Q^(W7{v@}fC7Wo5a3X>YMgm! zX|ppk#lOe}JwUDvMdxVB2?h5hn4&JZ^wyG3Iq7di5@oWD&xJnau8UP~3DU^(j)iCq zi6p+~Qd2xm0rNV05pe_H=nMTaj`N}p0c|#{pVtv;iACY(j+I_|$24o2gVXthbK)qA z%D!{7_@CEX51c&@{;$uCA?iEc_2zU|Wm0IbbH#XC>|~!`-ubKdID1ZQBngOKY0DLr zfHENMt0Anav~xb!PYqS55Y3Gk6n>y{FR_I6V$bEwGe~W~U{bd@mwo6p;sJ7XM={QX z%JSwF7FODAXoL71+vz!(@mq%)HjrTST{maR*avKQN4`PlAD2Y*$23y-XU>lf=$)a4bomBW33 zS&aJ84E77Sj0r{2-DT1dZ{OzR8;g=F!9TSq*p%^b@{vT|W_pa>T|RX2I6AmFLkZ`B^bH zG~3X+KH4jMP`e^a{|8vquwyplx)zxj_S5d5s0x&B!(W_jx61&GvaQKm_cj->WP#n?ErrlzK<>I}we4t>{x-!l$#IAfxs zP9b#t0a$!^#o-KcTX+9K&^ia^4R5AtF9)q~SU%3{f=O5Vz?Vw>eXk61rkDK%An(=b zY0QTY!6ei5s=!0wi@+Dx$2hw|N+dyKde~&^_}hIiD;Q__xPKm@k!vK*z@{z-Xkp6`Kf(lQu>m^5~6}JZbs+cJ=zFIAp$Jz(u5PtKk*<&S| zE$h2I{?guoHNLo-HCkQMh%AHi#fpILjwqW z6kuprgl7)Bi}GJZE6p$R_Xh4jjXNO`OGw#!uWIY)VJc4kA`2Pd?c(& z=wsLr~HDG*b-(+4Mc4%WV zKo=18GxAw6Z?edsCYi)0eMKef5@dzZGkG;eI#3~CV-Km?B@+)GSc}4ks_= zA_y^nx0u%lygA|zScDlkG?caukFZi>8J{6qZI_9_hSD_D}!cJRf$Sib>Oth}i z-+3oQpZiq*giGbLxX_>?Z&^id;y-sf>djlehD^6=+{3%egI;|L>DbfB*=#M3pURl{ z)T8%a@qYeS~-I5Jd{ zFu%LMXp%stEwuAH*|lCw#`?K)b=S(sQ%Whz#5%mQ?Q`NH6dW5(lTwH_Tx|}(5slyv zIez<}-{ginrQkzsRwrPVYdO;ixG2m^V-w}-1(kTKdnwqz$35G#7AR_ce)r2|`@bSE z+FF{$$-fW}yA%GG@eRU0*`XvmM5L-Z-WR0h4gNn{=OrJYEA2Pje(xvXyB!tstF#H6 z$1q&yGOJQoTN6J3Y%%yKHXgP?a2?!rsn^|E1ZjM!g)C+8X{if;e^Z^F-wDo^@qF_7 zLi>vC%z_VO_CU4VNFu)Zp?i9q^=abcJv%Xl#H#-Q7cX4_Tr`F!$YdleL^CqPE2fvG z5F$}$|CT7?lvG9&qYV3c;1>f4qik*W^9=E>!n=0ceakmT;}zgafEFvbu7BS$;KhpI z*hA%2h4#+y7JFnRfl)bnkrCx&>zd_QzO;nP)RY;6P?jm^Di;lvFJWQ`jI=6v#0cYR z7)8GmeD$4+Q#W&#nCq;-_lo<{ zZn~RH9-KG6GRtf_oATd=3v?k&eJz2Z$p3mh7_MyCc9fn9Bt~Xp!MLQsRMa%=kJp?5 zej+3VLv;KiK#32TmOD~;=Lgg{(S})n4Rv?v{H)zqG3JdqPR1}UAn-+oRlg31|E3?(C_sG%xa9{jY*$Bp$Y9!1BQ zbk=mh@7`Z8t`Z>LiPF;^M+hr$gno~s+(YUJ9UZ$;HXN@1%kXopF_;*pV|1I{Yj|0c zojb=(WkP@&{m6I5kg)aqW%;u3;+P51Z?=hN#aX^5v%_|mdkP`u>j}{5Ls2%9;u_bt z-?qiR*5eTUDA8K++8D!XE_KVFKYbfKaxRw6EsQ$|+1I+6U=jsqj?cE*qlJCrRp8g# zxRnj#o$1~%Uw|j)yHnzJ3r+gtG=2(FzDDmq7u}OiuEG|lP6)Vp2YCMEjJ<05-|}9q*{0Uei8ZykKq`qPNAoixR&9nQIWPR=0lCr}_RsDp;8IifQ);<+tGUDMG z_s;Ck=&6pib^P&}_H_wiOy@7e%$$9lG(s1j+ke#;bM9_s7(TmfOxsLUqsq%gXFbow zMI&BK31^J#bB5~n2Mb#D zXsHDGCoKC?>qe)xkfS;;_xi(+-?;IUA1-QFhwNVr;m_(RnKzEt-ru+4c-AgROkor* zFye>!q>|#kM1j8F>4hZI6xMr_;2nOt?1>vw#&Py0y^86I!PN(tiFl%M8tcUy*`jT% z=9z2w26-;SWc5pE^A|Tghf^qS&4*)$ODMGFg|swyxOGH5u^U=MDRFe+GvO0HBDNy9 zH*>1VN=pf(|#y7D@4sR%n|+FvsacfJMDjRrpMKjL9ci z`!!2%X&NeOr@%aiY_-Ssgwf3Fry8F#K0GMvuGku9q=$!XfSN^EX2Pjg8buph8s8pS zj(^9+I8-B~`6OJNJ(z}LtV4YEXk5H>-*4#8oo64s)T#@_1|02P+G^%0k^1emR3Bw` zfBdrn!l!powEdB; z;L^7xr?OI~R7hZYsg^4NdD0I=Va7)>QX5$sHFFHc#gs_P*Q#XFCvH)`qx6N8{VA(n*Sm zc`LSbcP|7C5M>e8y18A~*Pj8=7oOL!QB^CqrY0ga8n!O?_m^H0N7$_Xkf3MNW#eHP zqG}A|#ba2Q16j4V*!qy`{5&|~G|t;_N=oV4p4`ckcG^^}^(hNL6s>6#+l%+eJn>Xd zh+3F+%}HZzta>cDAmI)< z_c~-x3(Cl6&nal~HV@!}bmC`YX ztWy)NfUg7~W9{+K~sQ2GXA00n_c5o)1_9YFT6G`Npi-O0uzzP~j$bpHC z-4L%5_!eB^AKlr}q_P`oU%GuQQ(N(IrncmU`zdaOG8HzN zgh$r#)Wx|f=Pb=wOE4L<&t;)29uft$1hez=`|$X21aDy~JY@!+6=BlgcSeJHIFD*! zHW|zv4V!Gog@*8Xs=J;x+S4t2-*Efie3bFH4~r7Ng{>)1?wS_*6D>s9f3xu6)uC$n zeP@RqBT0&emKt;6F*aAUNP^a~r9sGAb?(D6#jmQF)dLKBwcgF5lw(>i7LGceP;gM? zQYjMCIq^~j`y3^^eXd(fnr*(%ejgK^kz8E7)o+U1$;mu9lc~Xc-^xe##1A);^1X|?6#a#< z<78TMa2sL@K~8$`NhC$W)FfKj5jUA1W!+upF9b@ciVvtPtAT0ua=kRxv)Be5 zHqa&KX7e4^=sYqn0vx~Pnp)XZEflmfZcUEdS{lbwKA#>sycsQ=_p$YUpxZ^&;oCVz zuccWzsz-^)qx>tqUZyrO?44ChJJ~KF_9D7ravg%7;Yvc)H90f;kD4AWMc<9(O{8b# zQsmpuxzab5ar?V0kww#j*U6W$x5;+H)jFm#Ut5+~En;oE7+?KTluu%a6~ybz@_(GWU>>eg|Abs8k@O zmubCsN2<6GY1HT?-(1q(>$&0FY11H7h0l|EbN)QRLpOvl9V~kDrvMmnY01V1b?m;{i z9ue|ASURb=`H9{00gi1cr8HU{rCNKqieC~-QoY(TI-E-VVd~o=}aO z;Xb~;$%sMlhB1bn8q9I|4isL>Z+H@k<=L}&v?1vZ9R|(!$Oz^#G@*|dcwEqbv=3W! z>5lm*OCuU{&1}cp|9-e}s9``|o$;JQVGh?j~X3-;_ah-$#tVsm<>-taxeb z4_{v*8z<8T1q16O&oW208U+$ccW2}c6{6Ls{!q>y^7t`UEY$Qh*gLa649qg(i6ESf zoz#dUl_q0~+j-yWdvXj+S=oOdIDs7E@YX&*_j`5uDzRQJhRb~g6yIfqv$a>O#`TZG zp9==2c)zU{TT;J?FrZA3rf{$^Wt3k_t(f-C>&5i+G$9euBVI?b^VsOyuTI=MS*3>T@#6LqafRWo64fl(ja2 z4eYq~SjWmsrwn9AVAXD2zh;-jl5Yn=@#5m*S=XDlZdrJ>W8mS56<-D_AWsDB!1$m1 z*||AT7lWzcJ$aJmP_A#+w@WQbfomLS_SHoJLL~J3Bjs?3N@-oMss* zd!%e-6v>Rp$W9p%$UKTSRu z4ZQW@@_1va7$~PVemX-=@x=-D6U~zvjmZhUyY3fuOTKk>cRkX6fRgCGEB}*N+suc} zJwchh_A~*vx|1oX#Cv#2^=xM-1)`$%hYs2?71#W%YqT+}l++ur#N9fTB};QINs{j8 z$M9V=6cn7Y(Rvk(Wb~uyo2Pp0YvQ2^yh>T<8M64<6i4(=IHr}%o zfbmd?i`9Z0A0HpbagZrcmvMT*7vdz@OC_DocyM+JWZW(*ktZPWQdQ%=Xg3UR-MaOP z^6ecAl|RrHl)MI+xao_lXw3wpWg&0^;(aeKuZ3``3l}a3(xMf+q>ApP&x&YY7~I6s z0Rl1kjO7c_q|@j#RE?L?U9L~+q@tqwjrIqqt?x)DE0Q>dcJ8F6{;FLu16x2)iR2MH zRv7DJg}DsFnvot9xaCzO(HNjQT6n4D#)3MoeBo>ZoUlpVB8Nl5al7g1iy%RX0Uu`Q@(AcH&yzJ-AM-jf4ZxKBeUpT+y zqE*~nQkqn|gML(jD7@GnV0V;r%F#mQ`{Vg&Gn$VMORFOc?ng2?QyR@co?4)w@?Q`4 zjvR+FKWE9bl-aPK$&seE##v&ErX3*BO2W@rC-$G8KmK|>XKFyAa#WocoX1RT!b4Zs z+b*bMPBrHLMxVFf(a!oSNO^6j6I+^QerjMHKp?rn*rxBLD<*lClz0Fnm6%a+aBxhB z1VZSADGryvU-11kxUDH1kv)K>z;PhHufnW`rdy55vMF}SlX4%}M|9xiT1C{<)C9!L z!z$-;0M8YebV)dkwI*k3XPb5mUMRktD91Y3crPeu1;)C?$vOEp?KstUh5g~s8-fC2 z(Q-rtk52B*9-&;D$2JlN`Bw;&_h?z^rNlHu7o zAhv_J%ep5vcFO#P80Uy?C22?EnbqV-)%kxIC({2CZZ~3e!_yaCb#?I7oQpd+ypKF1mvENUh zWvY9_P`&Y(Z|xS5Q}co%fSf2h=3hlkm{39BfG5`hS|<_5egl1dFHBs+fV+#voyE|) zcbMi>wYg1pw`Ao*7~!%PV`5}2JFoy_^N*3Fvo`SS<|e_cxbYHd%e1t#T@9+SCqfwx zL1+Tcr$sc3*|cZCK2~rIl)IT4moRmBUZv&;tB&)X+L8Bhl0~+i&+=2Rf4R}n)&{;x zD6rae!PoxNa~2_?FnvuL4uXaD;a9Tvm&jUWxUUJ>?txaxRBdQ>Y11|u^Rsntddqzz z#SagaMwVO*=cS{gtB!Y_8B(;QI&E~L^aIXi7ySt0i_p9U(`%(FP592~=^90kkB-*Z zu}x3cFq3YcM6XG+%u4VWfPst`6-8;$T_qvuFV7yGc%NewuXG^h*WrsgaxY!noMP1* zkE|Cv8O!oF-{)}?4k~&1X7r2=Hn}ACwAVWliS`?)NJRW6l3qgR*oSByT}03#SIjX>;LyUI}%#o8gwg!HLvJ` z{C)A!p3xJ})O=oLBaft@&G9daPgqb4eBI}hIFiPcvS+fp;Au5hi0`Av(u@U1??X|0 zJ>Wm#z5DjPyXArJkK#n*U$iM2fQLJ0_cp_>3O7~WIaL4a%2_61K@pP(&5ZCGJ3Bkv z4jo&Q0#i~(AZw2HE%~zXJvuX6xy+pw)MIoX$I_)}4Ef7FiE@`@GsgXNo1weNk=e`C zBV6G18Z?LJ;5`ow6^RZ2HR{2G*KtpwBX2`u)a71WP*h~)FxUeH5@fHIch>GAL=#T# zW@Kzg3WE;MVj0S-n4r^jxf3hFpj0qoN%8|^Jh%#l z>HAvs`9CJ&eMmbkn>SutBoR1x_KkSf43rO*cYkuaAOHTsaP9Nf6f5b42iZ-B1}2+{ zS-E#jw>&wcJEovDt)OA;=KW%E@|P`R8I8(wt?6eK?c0fU^~+!FRrxRHitSJi;oTdd z5bik4AGUpFDZM;!G3V+tFfO{&6Q8)P>VVMrrB((NZ#jA2-({?M%I!ttVFn5cZvX$z zv2Bi|6C$f=yK07hJio`}_hy&Jc#p00&c1E&b9&B_ZyQhY@vB{XwQ^=>hDJ2>=LxN* zZi1q41nBN6ax}hv>NU3?i@1193HKG8Ou|V?!em$8QL87JnLNT7D7sEgzGtEfs&15( zO;t;1VhZCitrT)Bdu7|nFOiHY%|sNB0JV8QI)+@E?5d-CV~^YM+c(7G6HhI|>dYYr zx!A!=f*f~-R;!EbzIuNq?>q+nR_-M??u|{gXVOpd&Qdk4EKYrFd3TRdSg{c5g}lAG zg>ySR&Yy3=la-c|`V=>O=v0QMNk&2f^CTPeWos{&Bj6tN6FwHi$hB5`wD{{pPkF^jH4lTs3Zp?(C&Wr4?pWM7bN+_o{rS)b z#GqINOU(o6+FXP_$+v(j`X3z=x)0n+zBNQQx}BYsOLBm%=ScX^xC+>V=Fg;ohc2a$&qTOWq>uZj!)Y-k?%~6SK$Ka|6xWpYMwqA4-}0&%csZ6gf9s<` zb(~}7!Q)IX9$l%j%~NjkSZAAk62?2c?atj_VZCfd!CsMlFFt(DOE|cHy7-2IR<)q( z`tx%*7EQb!Hhxl49Xyf(F^jBc`BYeG>8XUC3K`f}?ckTvxBez5+iYo|<*wdrDHU_I z%j}+2?|l9Z!FWM6r_&JlmBL?a{?#8I3O$(WlDE>;z5Y&<#R`57q)wCGudXn7ao1eG z)b3Cg+*=_rxkmDcmcOdKPmN7Jj7lV1$%NZQvI`ADt?__ZElfAO4PUM%W9FNX2&Ad` zq(dn(o^xq)!SpZ~G?U2i*5aH77WmKt6-KP&f|9p)>CKy)JmwMCVD@tL^|cL+JZI(P z1TBUwt`nlWU%J}5o&35u;Fr23l2V0<{nI})0Y>&>Uk)4yKwn&y0^Cdaj- zJyjXtHML9>Ej1jj>8xh!%jk!E@-b{Lo*tkFkAj@MbmB$F(Lq&JryHj<(_&93-D=H> zX3cpt-6`h5sOtX9z3r>?&H6i^JjkdV6Da zvo#=mP0Xt;{}4|OIP>Fl+_){;sfqAaIV0In%FjS?O1`=>_JQUjFoD7GjZ$`*#Cr}nAm+SY6^7=DHDe)DLo(4T#9^(m|UVW95a1Bc;-8I zT(Exi(=J)%Tj=BPbK=#MtbwPvdFayjRCiT=v(ha*cScRXH$$@9W=dU|LxWG4OoI%T zCq}N{_w@EH$wYec;c0m6ThsJt#;0MO^qDCFPt+>0V zM>r3I)4y`RsfO>-Z3f8I&R)6KHNv-;+4yMJTJ2Fq2zN>yF|S> ze~7?{3_tbbcj^0KY?1;W{p;Fp-#b)TJ(lhiV02`+BE)a$b4gK!jsvRHFypMcQhra+ z6%AqeF3^-{a4q^VyRoH53W|t{xnmZ0e0+TGhJ9G!mzFo3D>cz8hR4v_(vr9ZI=Uoj z%zOq#yZWpRek$L>$)rt9{rSJQr;yJ6qDw7jct?zWBdppV(`715+^Qqh!64Ci;==r^ z-(hY|u3dnB{O3o7gG|{4o~aGrek|wv@b!vY<#2-ZeL`*z*3o24aQ>&9KFLG1Q_OSe zqyje=_pE*_ftAjJzS`@pVa0gK@3gfc8~coo^RII1I`lSA1}V66?~Yn~b>jbb1rHsG zsB67@Yf)BM?84b#sjnY9KhcKTBxgs3uDm80<>hQS;Ki}UVy|L2zdFTLMomg0S~Fm( zeY#;g+FTdNq481$I$&QV?Ag8osh1RzQZor35`mT~4TXU#r6>P1o%i0Aaimy(yP9CjgTtwc>EODh4 zBLM6?VDfRv51RxoFgvJ)3c+1q+(`4vlS{{A;+SS#%EE_5L`Nsv3<=G48SL#q} zBF)AFPRs9+Ia(2}WUlcdd_nQ8kW--MlR14CQ)|WZirU`y1-kZww>vk%q4hOP7d0Gm zHBhRf_^ff`FuP(BYfNb{kMRbI&wQuq3^FK$lBXvz4~Czo>L*q;;r z3hf`t7M(&8Q%gttul{Z(UHG0Bo6nlKzi7eV9VDJB+QyMb^e$1MqnX)n^_cs{hR3IG z=H}*pBKDt+MlVelY9*Gs_pxt#s;+Jff8DfbBkUkKS~?rvCbT0 zH#bo)R;Q_cX^u1eM3Aedrly~WSEZO{huVZfH&w=KkOTXnls(u5Ph~A^T9fKv{v=Ms zCLgMp=+Qt1B-Mi6W67umc zzr6TS{MF8faWaD=-Lu1N=R_)Sg#)9_gIM~vv?B_}QjMsp^mF}BW-=O>oZEIL(U9f(ao*a3IC?6kBy#C6e1P1eJQAN#HUZmib?orOtY{8rhx4I?=D z`7t3|EIpN0{D7$430Q*(2naOsx4L#jYv%nX`$jRZ0CjELv?%~0~V{ol-lWvDI zKV-?*d28cNm74`sgLSqro~@4toi(bPfxLWN1>PGS+4>XT;~6m8+|9kFSqSm8);w(E z>9ZORkCod>@}4!!*%w4?YEXJKNMbk|JMx?Ur`n~5KKueDat4j%%r}K%2zspi^`og< zIrRG%`g|*``&oJ@weFv{f5-4iO?s-Zl3VWNiFS!h&ceo5J2z3hmb~`gG|2cShNUYk zVRDwUK)UvM_u}2yfASEgP#2hLzp3fP=&?g;Oyqazz|4xt(K4d92G#6l(;sF16#a?l zuPJtBV`ICV$wP{X@xZ85gbZkw&*|ty#Y%D2q=l<2QvIzp^@EgVhsm zZyz54!j8EP}(7Gqa-1D*D)0}HB8Qwi1Yfr>Y*iiSW2oFUQnvyc;wjp zCpxKkXt!@hMgvBmkvcSPcwdAc1y^qRmHfuGNCjo(r(1?6Wd^@~b-}!qmkj1!@OLS} z-V7lJ^Ue?DtobY{PIy;m#yy2!4oo$>5lXDfYmHl^GE%^9;?nz82mP|J_b@=NS!qk4l43xl?AU2cGVWFy|QhC4)lV zcuBdQ&KsMtu3+3p!!H*tr*8FFZ!y{Ev>Pu>fqKz@6&U94$#FLf2itL(o_<8jTi68Gp4DC1KGVYcnlytS#?J-yON22GzVYb< zDmnhQx+>8(Ou@oqqthjhDc?&YGO53k-DUHQ3k^=FJmA zP7lv5M+EWM>21qC$Nb`v`FQRx6dIa~zgJfZ{kRSlunn8S_P`!t;V-F7m*#V;*QEWK zCma6H$CM$}nr~tM5^Yd!Pq+`o%ZyhdigLRoCqEW78KreM)cSl@%yAlB8!_0`ZAt4R zBFJ}w6jetXm~`j-1~N;%ks>Yh0(WrZRnIz~h%b>9^~X|`ChyiXFRr@ByDh0UTgJ{@ zN}dGU$~7wQ?p*}ztSk_G_|e-wCE#Q+r_*lrbvx^Ijz4J+iM(R2t7y7?(GUWY)_?SO z%W52?S^3sm-q&r<{AORzuSj_7>nYl}%c@TRCWK_ei!qW8fvQ^Bm+ zyrFjDC$CZYso=lpC^G)k#=HGfx(4P~PJT=c+SQ{XabaFrb07(Es%)^VT5`}$+bLF# zd&B``Z5xe-@A>$fy4_3mSg~Qfn7g^8k|_!FM?fM(R-2Uym@`P&N_L%xFhhcAdTW@ z%9AHg_{&)L1Qu7Jfr!8M&L`eo4Wrwdig`tzCpeQ6=%2cIlMg0uK~y$Tbx&iqimmtn z9mV4XQr(acm)@G4^Xipt6px+%)+<$do#Q4^ziqXP=M;M6cqqc%@v~5 z`<=Q+sgd$31&&BMl!bWhkQo;FePbZY_Bucq&Qlpv^p6DXaJ>r}Y~cz?La~>~qT9Bk zrs)p^xbHM9<2xk6(b6C7iczze()EOL;(QKZ$#?eUcXE8f$$;8L zpCj?sp%vR|adrKtiuZ%_`}xAcFB>zFKMloWZRmT+a<)_ap>?ZHXSvZ>%`{ymgMgE^kJZm7lX&#$wBdn{N`V?zC?j-jjwj+ zuljy->q#RSaqX(g^D*9%w(-TB{O$TaBl0_?70HE#wcQY05j=v;1vK$ZFXTMUxy&}G z0TZqmp;i>7R@paHI$B+MFr858qecEDifi5Q(My9j^EHhmY$w*?AT|UGJEj52uyEG~VMO5Nf-VIA`TH%6rE}Ym(EQE-UWcdUUry4 zk`?Q0G{^bt^X%Tti7!_JH5&~Nk$;KeG5(pPuT2BLew!;cO~`o4QX0=Ck(&RKm?g&!3}Q z-5iob_BuvCmaeXDuLfScLFui0Gm&ZFXTKdJp95!CjCuH^A2|WZ_0JA4gxT=yoh_#Q z^WqTm{__AS9;=ee?whta^H(3rl-xs0`*kly&z6{R^Kf%_m$)2tId$T=hzQzx4lpw} z$D#YtHG;rFx|3Y_K=T#2)TUx@_dYMPQ(@x9;Q|qg#ef~;AJ>C_llzGHN83XL3((Si zMF0dt-65iixw(0cQJIld>M-iX_mY#@$=|rm;tXX@8XFIn0B4z?(qZoKx}R6c`x9R) z;9o0vO@h*dJ2Wh;HCdUSGmulOtpp)nM^9Mw7VEpr= zZu@_JjfaPagZ+@O<&K2rQSH)P=*CiE5P#a+G`Koe10 ztMEfG=+xnF{biDTpvFUzHMoS|PKb0#b_92V-%z9O?dyZq!ok4-PPz#voW7v0UrHhP+xZ?j1aH*ehdrh)RYbG1JFC~r!8Eo5QBAd<7BqdYu8`~FIbmNaI83r{-B z)Nc3v|5}7`H0zL6=RioR+yVrj)nCUZ6OLPJzz6d6^-W{UU2xJGK@mP)9xZeyugu{Q zqIcKlb{^o_*8J(yr!iw_v^N6W2&w72xMnpH(%%?vt~L$+{jWx-}aiJzNsl*#CBgEuRbVoW@*p2=_jxL zJbVay-xj7`@PVjnTm04{`|OU+$>ncHx`lm~uQXj5#|O+WqgwA1wAb*_{5LbB@ zk5AfnwKylo5!T=BnL4m@t=!@CY;(3vG-e}|j7Iz+LO_!U$H|>KMd6;8D%pZ*>|M0ktH&EGP572p5obVjSm^PQp0sB-Ka}Xw5ld0EkOvs2wqa1Uj z?7hJ5efv@p6HlM3o3JZ7yBfyltDXEG*@^Fsnc=fE-^KGCrYn5p7Y1 z#Hz}|8cOSIW9Y0t>Xr$Lh>B{%?s#Dx@~x~H`r1S@hp4y>P>}Ad(Seh` zQhbNEMG7b7^QgY-Wb0L5(H0=!8Jw83gTbq>uT17@ zG7Jv<_cg|flg3b{$CD@3nP)NNfH-V9uyg0Vv^36z570=BeE>7iwf3)dQ#bxkR0`uZ z$$*iw*PWLxqcp_7AWEDQHpzhSJfz0#{Z;!9k5A`Yg2f@E>Q#~jFqU0PQGBWY~8=_amL`5S- z{v931`Tny3HP{JoXt3DDMSm+GKzI!mrUF|XZ4WLSi9``7s!S!?_oU!WBXkRITnuB0 zP>Qh%g_U~DSdLM&gxR|t-CbbreprlsNZiDS>tUyG5GAoL^5>FwiZO!+pB`Bak@6Ab zni~j{c+{i*`I%?<&wZ1=Cj}MV=K-7u(7S0sVup9U_-3PCRe70xwTX?U=H5g0>Q7BnX8%A)t1_rzWKJ1w|NJL%h=PYx{Zd=>AiB}BQHi5 zrL6~=k5>a>QDa{=YxV!2kU$;4C2z!H&AeB>k|X@sXHXi3>~% zvbv)X{l_ldJg}1(2(jhI5@-ni+P--r5r)J<0umPWdlS`9xQ=Ts*Knvj#5_d72yiaR zYr|V&$!eo56N2-YtezMrY}t6RUHgfW$v6~{mz)3=U^?~U#j&-onBrTU{I5@??)RVl z+S)@+q(rN1M{pFD^pS||S!&!)yHfoAQ0?%s&6wsy2SZmmd-_LG1EvZdY_2 zTUsnEs6!7A=}U5QwRhR&!82|#iHR)2;qmcJOsuPGYcc2DqU#NsyFp3@%2hr*AIj~Y z4sifPok{ah;9_jyW8+7U9=Rz0jnM!TfB%y^Aetr>VOs7X2~Ezuxg2HBUB7Fmyl!a; z9UCb15T1mq(spWUFX_|#&9$|^zC8_z*2Q#rO!hn-fPi1kkfDiNnN&>{RAY}ybCc>K z1&o_Yk0-+m7B?Ng*W9<=!iZb7OksJ>U$!P!X+kiNG5`iiZ zo7oA+%(iyTY`r_7&9=ws`@dH4zd!39%oM=T$s}1PCnqQ%EpKn7Imk(>iw>NSa)!JC z%>wxYIL38KT*HF%uv|@*g%%8Ngo$zYiJ+vuYDNa~DkQKeVQ(x$VTOYIqShuDqrw*mcMPKb)SwLFoZD2Y9qN5dd=E5`ME2VaUYcLah{5w5JA zdl#iGjVJZm1!18X;o%B@B9&g&e|`M4&i}hLL9jctrR`pOY5g&!k^0zE0FkVDBZE!L z@H2g3t5;~J$kCcpHwSB~)*MXC#Cjnhb_yHEoN!`I&6Of+M5PK$kE+IgZi;GH#};zi zse8{u)n-$5Sp~%ojW34g-1ov z7yT>JQ;duJC!l$Hnb?4AB&&~;6lqg}PaDnQq-0ea-MxSRN6XV~MS7tbVNoADI#T>J zX^4SvPt_4u(~>5z!|G55?LAFY7Oib<=Em|$l>U_vgS#lxk?$$C$FYJDm#oa8@PVMLr( zeGq;A>o9DA$#nKCl?R{0dH=Vj)1a`)6Qfhrm^pkVaG~qMp%C8p;a#B!2A{gSol}(A z!eA#A%zUyOPHH>%#!RCwYiDOy`@r9SOW&`CC;=DCIy!gCj?T`bw3vb;`_ean=1_`i zoae%X?r=bpkTP5aB84@XoL|TEEkSfs0&e8*AN7HMhl-yYj}o%2o;-a@HfuOFeOdd+ zkt07Y+q`|a*?myh+csYY@QYHLPi z&B638EFgIW-|oJnKM^M|%-!VY=Qj}IS6m*vp}_V=hFwF#4JoK8%tEIiZfx9v&V;r_jGp{q7xx#L?~BcemQqA{t`>uPRjU|=ACjk%Mxu8BAo$I~QUCCVk9)7po>Kd4|4$^AQr z`gg+RXby~YoL93NhVTFu!a_pDnQg}8qyoht71mG~9ioIvF6Ip#*N7N+c9^K0W3)CH zz#K;V9O%?3;5%2MdURwYa-%%ROD8dV6cU)ed}~sCd_Q)$p`jsCuqE$u?(@fQ9z3h2 z){M~D?_FJ42|-OFB+si_LQ0WkzH7@ENC_oFIm~Y%;U|^m0akCPq~zk|9g@pH1|B6~ z%<*bAFASIQDgfrt)I0dg!9X0to$8E3xF?VN*=ue8G#pkkrfWni?c6W;`oo8xD!zXa z1IP{ZK$fD;@2(=1q@?9I?$CR+KAZ~!{PYutF!KtoB2iJD@H_2>!JqSEB;}|qc0+K5 zn+HnkGyr>?v72ROKFHK!bo?T@Bqhl@ZhPR)U-ecAK5j^MdwUHW(rx5e&jb9U-*9fR>M-0Rn9335XiOO^* zbI2%%GSa4?T>_023>d`adg%H!4V_ZT0YQNE7fP|StS~`x>$IR5U_Ei_WVT1q@XHm}0QNK`V*Chto zGzyrcko`a+Xil`i1qrbL-R|9q^}`K+9;k(XZWb8>z{UEifc9~eQ-J7$6NT3;wBNLAXP^s#+f|;ti{Bn`rB)EM8#QxtP}8_ zYdHtihq8u7*j;)Ds?9f$*rP58b0utI_lZx_DwP;$CzWerj426N60!k(X6E;A-}dj> zvuF2iG#mZGumIpdA1o~XW0-#_6hcVaWpu3Dt)uAfU}FPZa3K3HIy(80utRLsxb&X# zgdCELEdAPE?)JwrgTm$?q(68MigOLzDoDh==~5R^{@qse#P^Rg5fnI%M+gy0$3rV@X4?7r$45j@UQ{vr_oFhf6_0W5;ktW}WH?ymxO6{k(OO{djcPg~>@t&u#xa;>S$?@QM8jT2-1QUyiDvm*wJ&CdSx0 z$V>n6T%dT|Z6iwl{)mjz)6+kG{2-4nx-!;^J3c!r3zbC|7neFYw_{6YHa6ViM2z%B z$q@N}XlN*A8ext$%OkmE3=>C2YR!59NdunU&p}yXVPTDnCMKsXhlhrqGp{R#+Cw&B zZlR%OwEU$y$oy_eiMXzyxOmBdkX5#xn6NN(w0#*Hi;0Lxj;+ODq%7l#a;yeS%DjJm zzCP~0oGc_Pj7H^|+a}!N+US9FY)fl_lULmvmUGvnm4sUmPh8PC13*W1IFuh#uQuV9 zPa*C64oU$M7FfvcVPw>AH``7zwSVc^@RAamc2A$)Q1nFRp_n7n+Tb-n@;@X6H%6}f zDHDX++)9_jv`f6p*jvO=1ZSv$$?Mv#eba<{3=MQ*LPB6FzT-rkMBD-kp%!~$+HZYj z0Hg+*714~>g^`FREK843RG$H$my?sj!?eT)!r?l~D2!w!w-WKe-o)g*rlwrsIK=1J zJdcp8UG;}zJInCZ!s^m2Hr#|rvWE59v+q#hg>*_@)ET5-5;(d?Z6x9s$PHlPL+Z@# z;uVA(YT^t^^vJW^a2|8t^xmav$M`uJ5rpXIi5v{*m|3}?q2Y`x6ho83OVM`gsYOMs zI}f64;@XBy=)`!57B!({%Uy>l+P2TUf8gEBHo%B*rF8O0Ug*@jztQ-JYUa7|)6tmP z)KF>xrfZ0%f)?<$fji%%YU|9d<4Z?Bp%Zo17F6%Qd1=QaI0Ts3*%6K+j)@^VmuzI+ zONISL_5nsio5V20&#@4b13z!vw5g<>Dyjd%o7UDaN$q{uhI&&_HXb7WoSR$y8~&|f z%;*RE4=pWS`PQ^ctB<|kY|?$Srdc7LYt)+n?}Su!E4J=w&`s>L1{C z9rRQhj2yn!Lx`)zwXYNaX@brpb6m-m+ML|nSTUn)MX0Fum(B+VK#o?S1K`rixFxm{Dbsvy42z9AXu^}e`aS)#L^DmulnyxLO z6+da>T#SJ*II1EJy~Qxd9%8!}ODsU!5%Sfc-U8hG=ApY}eqDs8G`bsxR`13#6k310 zJxAJda%Cb9x(L!2Xyu^mDFyG_Rfu~Vy$+<=3mOEf+IJ5QI6rB}cfm#IgT7+SV1E=4 za1L`Bg_ASBO?q(Ub`Bi`ys!dPWXVyW`HJLuGg>}X{cYF??Au%rjfd31E#8dnO-W59 z?L6}6oLE@wBrw$jce1V4&K0YoZNYh*BCEng z4Rk!C$7ZT7xtW4up6PF>`|~X1HTc1Uk+9M{Y_2xg<+Rgj2o~sC)FH~0yJi5Oj0s9h$4m*?I89 z147PcckY-Tj*}iUw^lKtCcI8Pg3qY5_{*H$v*Nu^zo@WoTYzf5*E$Dn6QoGP5@-2m zzlNktDsQz?&(+n}e^DhzNG}2EU#s+5{bw<=Trw0cCY#?7)fz3)zdakT$}?iON{QH6ubjSarG2~c6yNFcd%_jrgq=H32W$l8`BQ;<1IE*8aIem3U$A`y3%C09TW&0b^qAK z+|!gKMC6TNf*jh#Q4UyMUe%cn3?i^36k~e9r?nxo{i8ak^Kx^S7pK(D@$vG0lC7^j zC#gr4N~>OE*uVb-W*~Ovkj)e9UN^=F#{`K`&ggY?bW8*WD^;~&Fc^~lW6HaSTsW4b z>I`l-Tqtq2@Hlx294J|gneridyDF~)-0>eg`0EFEj=7~}*dg;y(h*si;V_u;zmG|u zk=dMEr8$#m0fKWvcQ2WorAX6M@lPL`8-X%=D0T>2nT?vP@$pU9JU~ZR;IrbE>k9}A zcv{OvwNnW6@0=KR3&>F+a{5^8|b*<=;=s1e?;T+*RRCsGPQbALW0_e%+;Tt5nyz3 zj6{TlmVdmOl3APkNEYipbq6}PF^D4`G09M1quRNX-Kxc0xz>bbG;-()xu!964P2~U zZ}AKAR=Y@Ur~-teq@-;8fto<$@(@XFVQN54wPcdc&fdOGQKsuDq6rj{8Sq=d|MdZs ziF@VDiE(ZCY&f&9U>T-4vt`Lod+E0ZY?N31-v4H|oLP58k6>z6p~tQ&Kqk!*hnGXf z(m#GmzPXi7Od)tI_4c)5W>2l;nco)cs7GD0V6IjpjW4PsZJ_Ai_Kz5W(SsxyAx_B= zbh&288GCc&t%P`Ui-# z{iviJ8b@Y^@bhUYL7fw2AQ&s>SigbD5F-+F^Ncf25Qb-$2peGBeiy58?4;C}>8tzp z?ISafRH6>O7d)>=MPp#^#mC0vgN+XQ-GOrX*St^5jPoLw(Y2|(MQQQ-_`T9);P|TW z&_zxTj@yQxhlk~V_nA`Fmxc<_ro_XW7x8TFJ2vIm_wNJ1e&ri|o5*QdLBVn>0D-VCul%<>cH%Fb)p~nzXjH z{kZuhfy@#c7#x&Tu&mT{NZ;f9@X&N1oh20eW@c>01nr{v@XCp{^&T+;`qFb?v z+~bYb%x|3H@=biB4u%l*6XHGBmR%P<0AgCNgDO4$29@rxuy3gaNUGU6IC2AgS0=?? zR)U;rSZRw&NN7HI9oE_|0X)=1_^ys|nwXka9@6II;zH6zO|*1yXv)6mpMJ#{2g0y_ zXK%2vbVlSS^q;z4;0JxNk*MBpb!LY0R$WF-FvHVTGZhX(azbp~hEg>4`#vW>O)agP zCK(1!hqxKoZIMY;R-SRb9Ru_o8$0ps+lfmb4ufczIfH=`v2bM(>35e|t*vT{_|7V@Y@YvHWJV|hU z!Qu`>myf095~7vv3wO~A4ZHX=Q9)kabu_{IOuua|hxq6KUf|-z!{QuTedj2yD&M$y z)7ZCg;^Qc4?Qo`e;CLcG-dmqzfU%^i08_;a)TJ@M3UbQtl-ss#`yq(>{h|LS7|bJ) zz2X3&rMN5(YqIR7tvf!O#~wuC^=Sm6ipipKvc`zRYv7Lw7EulZHfEMjYvj0=?ZorD zjUG-At20?MBtv+2lAD272FN#f?0L~p1$-q|Jw-R7IHyHro6OyFPq^uyA4`y~&CK)5 zKdQ4@8s>3^kIQVA6HWwDn=tMEm##s=^|#V}_HxZ*|A~{IK1D{_8$m4&66I!$#xnQw z^Fx^k9{IpIV0YqT&*9+UKFGo?51oI|-Mcv1%sz81xJF|bebtAqdx)$hmsbAX0_`b1Zarn?g2G7c%=9M?N|SpF+RJ$|?tP+V*%MY9 zKTzXZe&6XCETnaQdj1~V?E*`D;ZC;^Ph*#n3IzLzvv>FLalb;_#~7xZeBYY9ONfaK zh?vW|gqx*~@Z7$2>%vXh0!V+Edhx-4F2R%WN#_t#@3%$mLy@ism5#A%&k~r5b`W8Z z(SuR~4r|M|L=a00?gKulKkjjFnt@YA-G$}jCC$mX#WJX0 zvopn4T7D~79T+-Mw-Oz@im*^LmNj+iRys{+i=ft7nwhbu+6)p`(sXxF6oW&m9NbO} z<%*#s4sTY><_R7MX?T8tk6Fn4j%!KT=g$}W?i_3RfrHjQ<2gUB8)ci@f^V5AfhU!> zPbE%5i!aBZWQMQ88G)7%njVTM(?!6;Hd5@bHPj8YEM5RGJZ(FWqNMV) z?J}ylJ|7>huTA-NJV7$@-3>Waw)_Ivon)Kx`40WFp(2E`;UmCM4<2Sw5y320RaSz) zgfqxdV`F3Vj-k3)zrPW%v9E6pb4MB?csgZwNzVasH(YJqP9#rdL@l`bH%AH-K249r zrjCS2wSxNkN_GAP)_UvC1H~mJOTT`7qnN=yL<1xU?WAB;i;}t1eeblEe_~LD)auVF zY`@k_xRZ<>cWR72hHx6iw683tjro}At=%d01G%ZwqDX-e^Kd>5bIt1*9ZSzYzj&Hq zgOV-AqkNeE_%+gG9KFh0ckDmhC+f)wB|7I3BZhBaHY<>IhgY%pF@c%`dQWC_{_xDG zj5{v843&2)oN;P8?zvB9A>@Ru)xN-3f)GJB`u>qS&=Y46Y68lBaECYsOzjbdr<1CY ztmJ%`#Ya?v@-@rcRO+x{CvSu3P~X}9rS?ft&`*|)vJY-!Er;Xm@!Glb$f?ce`1DA0 z^D45!SLCPSXowb5Lx+r9CldUA9}5!Ze`=EPpqaiv2?^qRA<5;zzi@e4PG{GCRP1OC zsYVcge_)J**#&?7YBHX)BNdzdmGBbd76v^uyDPYliKeJT9?iHSTW}eyi@tA(J+)&PeQY1o2XQX4MMFeN=lyLu%br(x{(J-D>+A(;|-Vl!(q5j!ja2=L=lNF4GZJ4{p1q*;~#$r0M zP)*7B4bJbPA^%ZV8xNq>tOjB}x(KvNZ~)1hO#152$LFC+d!VXImx4ZKCv39TCbJM} z?IeZW3^w%?xj?E|Dtx7H4_IU|4-iO9V+RpLFCv7-isKHgXg%@+-`e9of$Plf)AK|T zLd3pEUfovgRffk(i}4;KF;sNi#}Nxbqzk!)O`9X3b{=W8Hi+>=O$ED=&!AYn&(&xJ z;Te+pgm{6qs;Vj^)WTgBU5iL9Q>Dj(%JeZ#g5NMKv~c2Ki|h*k-`B5SKYxzGYDa{C zvC;kK!7tztVrC%Dy-f-Njq!#TVVn5Pz9N-R7r5XW&AsabxLS>s4lU6Z)c(8PV2SEB zd473InYWeVT(r1LiUg1MSaMXW%aex(JVQ?h`(azLN*QkDJ5L%@D{behU zVfaE!`4s|_Kg21$y*ajvSHsNWO>0`m(EH&-or;9?kws^nRkD=+P-1C|4&&H!DU(*( zO${z7$Q72kFW6G!-cdD%@9IY}f7$+w9IS^CW7{W>B^oF`6PMMwaED0*hp>ZZ@% z^%1zQCnR^mexTg&{_{1ax~c-G`-azRkRZ~Wi@r;!BSdp=I#KW}I3cTH5zqCU z{MeF;1t6)G#Y)e8a@Qwa@-LnS6h<@2^LQEMm+j=<6`T!~_DN{zH1c}SsdR+UK1#RH zr`kdu0X*LDvxT$O#0ID3-jltkm=M|>Aq8|TDW}Z{F3HAThqaHE?*4&0V}k89HAg4K z15od2eZX##5quUo&(!ztD<5Qc(edeB`TY92&}%Hv0FnUCswPx9-LWr)E-4-%UENmj9 zkquzKGvPwRA+7)Yu-f{iMYN|f!eg|EZ6w&igX`!?hY?s$$gbgND9Z8y888C@)_fQ8 zEbqOvwUel7Gw<=)ryR~X4dLD5*vF&N1D>0Tsd31jG&4+21(JM`A`tJ@N)GV}WCLon zIt8hwzC}E0uS`*SRPQ%D*?H&uPE_#UNv`iYxq4AssSoHg>pRE5!IXLXh8RJHwN7xGAd-f;SVnEcrDf=OhnSu4+odz{c=a_xMzobU<>d=*A20FvSx2bdu zBqR|F_tL`b-7Q*Q#U5bTi)^98VD=?0|8$%21+|&RPI~T7q$l|TO=zLE?#>Zm$+?fS z_{i4isK7XRp$$eYg}y1NWl?{QKl@KCHRm9-cb-1r@*5nrQAhv>A^K-~_P2D;Nxu~C zqY4?daCG_=ru;ioRSIgA$qLO@E90s1m1iZ=l8zN?g&78^s)wG&9mk<^Gx2L~**ms5 zAAsm=C@zLi_Ir~reR&(0QNBYgy8*;?P9%8i)?P(P&$j}>UOD4}A_XpxG+&#m4HMMr zfZCu-RuqsQ2~C=7lTmsFBA*okp=v;SZW7ohBurTv$#-|Gv$C>gby~-ra60qust1zB zOVQl-FeprM8#>u0Wb4iKBgvY^OhK*tiLSkm%+1mt-DnI*Z>?Eny*@{;$rp-Ml+8sAs z>y@MHooDQ~rqvFp^~7}}w=InDdqlyY&krC8T^w&$R!tr@UMfCMO((vsqQzlrRU4j> zZl_8iT8LpmisQE2)6kF!g6gJy|JAQMZOwD8gp*SaK3XSO@2BrQ^aaNxp6yQrY8Jk?r;zuiwGCWGAGf8ql+yI8V<)2pudO4tCp$?u8z}Y! zJ8?DL3C^yj6+lLD8u#xlS#W%##I1(+c=d% z;|ZT+65B?%zN<5`fe7K*IO8FQ_KXO<`19{NZI(k-rVWsy9FEI^ra;0KEhBq~iL$3x z1Vva`$>^Ay0MT)9u>KVb-DwmtK=bGk8HYPnKku8BVQl>TL}sWL0Rb`+emD%8?Y?V5Oa{&aUs&1svI7xWA-t;YGP+VG6NQ_UoD zB&fVobAxg`<>oOIQI~QGj!O$2NU67q{heJp9j;KQ;+b{RYV0S1a4=bRKf{?u#qL<% zq1)1&8CJN$*`=1i!)#@f>!VfkyOTnK&~9A2gGuVdi4&jn&dH3K%lr7G=5sJFcTnje zMbe53D`Y&+5ap#Ld2)R0U3IyTQ-ojMeQvltDNcMq~-w(Za3PNJj3M& zfsC!cdC%yp`1x!YIB{{rIVwf0p}$E6hL+sm7P%oUovwP<@r`HFBNhfK z;ygzyL&|+dG1c~>isl;ofOMf}{~vqr85LEwMU7(Hwr#|O3W%5hMRE`&8c~9v6a@kz zk|m3hqZvg}ken3>7EwSzvM4A~6bg`xO3oQ1zIjY-+uomVj5pr*G4ANm_g<(vXYaLF zm~*bRQ@GOR8n_QBEF<-qZG*i?%Iy$W{t}hD?3fgSf zxs`quuG&1MdqH6ycFDJnNGFq%N06HnvLhV6j#B?**dPE9LSgcBS0fsPF*7W5`Eh3Z zUfwQA$(K~r=eSsgkS3YF3oAfQx(O2^meboph;Fw(7adIT&mL;6pb zVJws|NVp?-YhOZ*C0)1q@984TI8Ub~J#J1b_zu65az;7PE0l&Rpz$uwo8zK3tiZd^ z5l^)xUL>AzQ>_^1ze(+X$MuO`y$=CMNP6tH+?f*wGjF=U-tkR(a5;W%^Oe-snR!sp z3~!WDC_R2mV?j`zU=mIL!fTZCdtWH(6cc9jv8IFV)!CEfWxMrPQXKIJ(5)%t);qJEADYr6mqgLITiNrzLb5M{dR;jkhY!SJbJ-{BUoAH2S_?M-l| ztUn))N`y+Sh5<=hNqgy|q74bQCo%wt!%WRxE^Adc6hTvJzW9=Wf;}o5BfGB-eE8ro&Qb_@ z9N2R?PLtzmQ!f>5g;y|(pSC_FZtHgbd1mq3Rgk-pZgrwC_DCz0Z`IZH+5$l zgzGJh*i+3@HCMm+>X>*w=u95zHowQ)BqSuJ&2M{;^{bBi)~mi$q*o1}UCT0?@6?x4 za|easdP*1|kc~(FvSp3hyRxe)#@Fz`D@B8WcWB_C7zOCk^rPwIhY3o|j(Vz|?5$5L zSKV<)R$WKd?xOwZ056+-NUV=+fPfU|XXNE(@zc%_Wsnz5lYEz>Y^aL50#_vDsz8PE zk=#6&mMAQHT;FEjh1O$a4LP>hk}-qlUuyG^lZ1F-i%cgE`FKSj1FkqiaZb$T+ZVwj zSnG3VC9`~^K5!YsF2)BLJU*O;{YI1{%jeTM?(D}7broyoY2<(SJBo~P zoQ@EIQ-Y)}3zcZD>xDK(5mnm@LP}iFyn(g;1r<(JlwZ>@sqer(w6~xt4{;n)A+8>Z%-ZpA;jm}+ZC8x{EolG7@m(Ds>RaRzPUtISQd-bpX$YN z>d9FM!vSbehxDb?ww=q?eKw4)5K4uzhNEE0?Y)9x@18Cv_9ks-+N`IAk)NS+WAuTL z&nZSVO5ScAlDJBJs(v*}vlHHZ`kqJ>p#kTSUV#icC3=^&aI{^|gi)+k#?Zh>7{Frp%{0h>Bu~1Ak3{FpZd7-nToBeLke|!!9b2p0 zP~#ce+Px{RAf~m`Bpr5em;t<3pJFtj6(C*L-yYFl;O*|tqf_V(NQN4tY=*nIqM1}| zkS7RkXueo3Hc<+g7g7cU%oPj*xRr|=5srI4BQq0VHpkAL#~dHoLHqzn(3_ncjZo}7 zGvwmv$G*K(*;q$?x?~qowek^h$(sNS;{0)KsqHF@&Q!!k*C+QvxE$dDO;xl|kKa^@cz6J1Vo*vP? zXVLnnQ)rUAO#0NR_efhb;#39qt%Qw!GMTRc<-)sT$6?iTm_545aBSz}#bGu>ACp=e zt(zOs6a*e6)@2GlaQNKRMx|>Cgv^P8ONCM_Um45Khp-&$_ntr~%m*%L4@&pbD zGB{Q$A5iTW z@9_%4JX(8lo_J!a5H8s!*FLjRl;1iI_EfJkS*=ntTGWg*&5>F$=2jaB1SG}>2T@pz zU!c=yIsA~@HY2})alr;Hun!qYyyT>;Cd+pw4(SA&ke!k9$(~_UOqYN;l9xYs#C0fN z@R@YXXqqa?T(oSxUqMk3;C51kLAlp`Ibgg~R-;H%+4}*9iIov#+3l46i)!dAq3SX{FjHnpZ8( z!axyJeT6GDyAEMq_XD>XkGdnu6c1C4ESr;4+zT6FrzmFRVM~ve_sz|W$kR&}-<6q` zWYc}ZR)3#K)N$(RXtmRZbzRA$M_0Z;F23FQy-RTyn+QuL_iG1YCzRqq)`o1l47V_b z>;a@=X!ni8PkeWLuWolKw0TBXE7;|?=>yaV)0PW#E)F|w8*qUT$~}1w0ZlcT{MjBJ zx_xO;5o*$tbOhk*qhhLGiB_KE-gcgyO+xerLZP)ToR zQPmgVG6!>-v(ph9(FLn4?#DN38=lK-gcey9pZid=kaH0vs@taepBOZ3t0@-Nc*@Is zV;`w7^oo&V5jL<(NmuV2y@@^j1wd`S zBj7p$vfd*sVlQ?ZWO^KOeIz^kNqnD#lu1iW;Z1h2wSGW4Bn2lgyG^P6byF|9CsyKt zOrOi+07W0qr57p388oBE=2$>vQE^Y|p{m%^=}EI@ba9%7t{rYlQNN zQcX>cmPGT6p*J>T=gysls$MChp5dp{FSIw+DLy`Nfb8y==DbuzYFV@%lJ8QbUMi9D zqqxm@CkKX??9txee+Iq=u=Jgcyjr-z0#KDudu~d_y%ggD4w+kbH)5w^nTMwA{ebUQ zDu|H{vbI_Hb@%m|sE351uUk zl(J;`a>a#v%^1gyGF*I8xE@_wk-}T_%~2uix%IRL9k|hg4(45R90G1gfG#j>5rKA` zA$d}GR=eUprQvK9Lu91VQ5C?l%b$@`)@j!O(>&n~0oN3`f4w0~benixTu2{XJOnKv zzx0x?+H!h9^mtfu?ZOZ{O|Mt4U-v9)YzLymS>gMdOi^Gd_`8gO>H4*6eg#6AXsxqr zZF>?9BcJ)c^RGg+r5cJwitK&IIp(525D33+Vc z$et8~7;i*Z*$~m%xf0J-DsvANZO*DfMkXhi>8B|VNuz*4x`@U@Q_c#_X!9W>*NT-S zPZQf{xo4yuw1=U(>~oIgPT)v3oC+UdS<(`M!2w^$B4mg+9P4|Hp%(#5ga#|jR)3o| zqsWf5aQxa+Om({z-;ix@J^g+RQr_ydacXCzYUieAdDhWC2@o_Tx_QMI;>j`9P`TY% zdcldM!wh$7M#~|l_LbM-Auus;jPk%(#_BU1Z1qy&PEwJ9tVirOg_>-T{PDx7m+OJ| z)zDtIyPg4zp`1c?c6J{vC0Z#_>j*gtriup5#AXUXYBs0k06H6&g7S=@%eOp&uaD*C zmKh3iYcL?q3F>SywQ@CpS@9|VI=u2O1kFcf4aPBUP=Bcu?fmIuE7OR3w z_Pl?efEURG(MKuU#yWcZ3@|9;%?Z@(i6(o!Lwi8a0fdj(BtOe?FB|j_t|_lNbyA`_ zDgLC_Hb=+QCr$^b5GSNOK`P5;_9^A6J*MXhgZy< zm6#%Zc9C8=Y^>0kM{Cf;;%|7!5f=)51tb@0b4n-wx_+VVta=QRTO5^*#+B$S=t=ln zcdva(Q63m<9fR0bV1Q)|RyaE*OdVAK-ch1QF9hT~zB?gHi&NS>^1)LA;UCb~wTZ4D z8XSb);s{Q$&PH71bFwv;5b_ZMTr;@JVbX)Y*kyi$vIaM*9nM;-X+tXyj zs-8+^%!ArKd(xg$n@~A-Z=+yt$#SA~PoC-z81?{+LzDq|+bnK{Va z{lVH;MB9mW!MXC;)r1K@ZhJAexH)Yr;zo}^F38g4^}2Cj-?Z?r8T^#%Js+WWSF%i+ zvHy%grD&iuLXm+|$9JV#?g&u{xfM?(LhBcC(kl#^#N#QXbJcAC>c}PaQDzw}CO&~` z^a(dPXi0GxI}i~dYQON0KcI9Z&^qM=mE_2=R3!r8Qsqi8m03u$`Sd^jg^JBDIwmHT zwwDZ5y3PX%cciSxa^^P0Rv#&pBe92QH7hq-F``-0bj5Mfjt(12@SR3J+2g6l4{%&< z4-6CleA$CSqdlMoOA1~#DG;e>mTg}k7&l!M^m=QBJlAghB&}r+LlAP>^Oyh#@MC%i z;{>X@bZ}D2_!xsz<%p`U_L=!3)sGz=))yNYVZDO2YZgGB_I78+3gD*sbxvPQ_|>NdhURnH`x5$hSIcG@TSu#=0Q-JW4uLF!Y98cEUHF~x8inEmvwN*d8i zxS#L*HA}bkovGdmQq_H&dl@6-*Qu$j9bp&#ymQ&!kk}|1PB9?{kNM(uc-+vBjpFMZg9v&z z`AfUq;92*P257kaWhzI<>&;>=mLq`-)ZH@`>6ef*6&)m9vS!x)BeFlgl!Q#P7m8vo zalo5SS}-QD%X%+97?p*N8n=|4MiKn7E0!*;NS++;t}5Y3eYZegGBhl0tAK!Fv!o$5 zu6o<-sb$lFJ8SJxPLkUoJ38f?0N$3<+S*#a+}8{(4T@tx5YDY@Y{O;_NBCG?0FXL| z_A5ASmFR^w`&WMvi2o5kGmh5INof7>e*xK zBjasiFV7W-%aU6iB!wM%-}8PJ5*Dsg^>TtpG%3SEDn)z!m;U$j{QGQ;--TTlKB=B% zlc*B3wC7qjAw$1y(wd(I@F)S4I_Blzzr;NDfjs zKhf*1AmM}UhCUuKq8!kWV;4)y6&nOs5GC#C=vbLUvp?ioMlez+#t7_3|NF#G67!$$ zi7rhmCAq9%j8t`J({U})y;mU@tGgD&+3h=b1eVb>9Q}G&pNrkYErR%QkL$EODpRN6 z|8yYL)6Z`s5M%DRk+Cs1S69B>>QNo@4ggJ2hdrK4y*Ck?Br01)?>G7Z^^sm;FvKlK z09TSJo2uZ{{0eHIHOLO{yXyx~VEklQn3-}{f4@@+rEr>u9!p=`S`>M$mzg6J(usyGfx6o_LO(a%?_suLWqa%LH&>={ws0n`I;sG0(z z->={YLe~;<^y^%uLQ~0mo8#V)y`dB^LB}J(%$p>lVMgUW#MJ6>aPgEQegVaDPXTd9 ztkz{|zRY7u#56hZ^EtEQ^(O1lbHdlHuj$9IapPmXJzNHX4K^rFUoqM0=%WRP!tNz& zuvxhe)P!*C{XIk*ovp>_8Sn&^s{8tQ$k+ye05W9v#pdt?7ra`}Mk~}R?caYXL|ti* z@5k6D1|=u_F#afEBnwi{x})a9vTrxsDK>YHig`z%A1fIIj*(Zv<>aI&F302m-{OlG z5L#aqcwlHX0&LC2kveNNiE4x<<*IO*X2*#}Fq?|kA+ZDBn2HE%cZiN%@fc@r+F$Vr zS;NJE?y!m!S0Kj3Py|Qc(v$d^Tkg#R3>H#Yg)cjK^ z+~xGsCB)?((e-BUpL{@ZA9qh%QIU$KQB?#D@`26y0Ay6F|2mJ!Aq1oO$AswDG-E$p zQ^gL)Yy&%x2CRKXr@T?WtJO?_CoN+TDj6n%Bmkn35q@?oGdn@DjqHnne@iiz_T@5B zZ$gdBq#t<>+gClMBWSfg`m^#w+8L?msx6raR!qEodf;yxKnmzaI(8xmdDE#bX(4Cgrud?nF1DVV4f zJ~GY;wGSs4httf@9lz>ZmNtxhZ78Oxtwhd;lEKhTOrf>EzX|9zAztW-+951FMPyIA z?QCo|DrePZuGKWeRT7A2IZ2g7ol%s!Pu;EL;))9nxR1(zd{JgG3gFSarx|WM4@IPx+iN@Gn8zq(+g356iNz5SDS3$q99uLJuk>L{lx_?>XZJIV^y^`NfP7Uy zGuKvUI|8&A_740=I1_ukyn4n8opv1zfT}0%L>HAK>R$juFMf5HO7b zsk&kr^7rsXDqQmnC1^>cvMYFnaK9BaI2yNeUhmuynqyIbI|&~}%9LX1fS}v-o)zCQSo_0WeU&?32l(%o+VndzAs+945 zj1G-3zdMEq-kFAPo&Gv&4{4KCTi?89bRr>mYjM*1aws$Gax&tu%yr}ZSgulz+jt6vH26H3%XPY)X0k~ z{!U+k(EqlPP&R@ZA=>CLQP;=?SW`2$pO|*c!BHA(!Ul;x9{ja(iYhaaVnwgEErJ^maHFXY5j}-aih0!To2(k?Yx8mCj=~+$xbQ2& zr@PW6MYnA`$b3fIReQH>7_tN<;S-rwCXLKpfm!3a`jyA51oyoFVd^}PJ;5Mk8ms31 zh_k$cz%5f2G~D}F{AoF3jz_}*F>cHlLw6VK)dc7fm#)HBm`x%~(%S5LwO7-nW>W#yWqn{9RASE^-X`T%nm7Znwi zmzyDKPw`bhc<=xblb~SGyM+)_eaqn3u|k+zh|R}aF2*>uwphc_(nuTRUx=O1dA+Z# zRhh$07*Q$JxC9>jM~{?)rrjE8#egv3)Hpi435DMOfC-+}yUC5=Au9zY-)v znXHy#i1-?>_GSkM9lpA!uP=Bzut!Cj3AEQlMb8wKlUD2R|j z5OW8p+saF?QP44jR#rXWpA5=5uE<&@V5cCNk}zBHQg1J$KX5Ud_89v?iBTN->MoO! z(jWa8Yz?94*J_M-)Mqk^egQ9Efm;HI3j;Sld-g#NOEeiRA}Wb!oHw^yY|M3X^zeBs2O|9N6|SrAXTnVI$|gVj%;miF4o3+*T@xW2i0 zH1#Dl%XUP%1S#4K0C+%mUUdZ&FmaniZ3Y3_VqNY6g-FlHSQGh2;SH$uaN;p1Enw`D zJu%KTeC^jflz9IBHFS~d*%coX5`7n1=a0A8&?5E@;RgQkh@>O~r32%akO?E+I`<~N zhM~cX6A<|#ZOjd|v_67I3}-}z>ws$-0fS&}wkBSt_Qd(~=j{VwlXn>erJL52F+9)i zg0hKR-p8x`%1@VuX4%iX%`VHS5Pl3!1w0EOr$;Olo9cW7KZtt;?s?cXo$(7m-i<$1 zj6b~(QxFj0F^uGITH4%qodnbcl{W2dP{v`0ZvmxwglDhVjmN-GEnb+&xxc*5V~Qjcu{hZF zaMnoYcb8#`;XGKX=m1<;Eru-sy*q?!WWcu$K)8V6X~(}Lcv~2MKCD{TC`ql*?0{W% zM1R7vbvrR|&;`D$(?I|e%LKq#| zV5|4HS2*?2X94Iyl5DG@N?=)5dNC4@Ap^7zQ$U?DIIw0@1W7L7pk ztII0u-3BM;fUvj}PCCnG2=;>;jU!GxJSZ%#3DNQ_@bh&t$|pC;n!dz2m1QdVevqkBt}a4LHVDnO=?3*U>W#zPC*jq&n^I! zD$%%yG!6qPlzbzgKB5DYn)AL5 ze6n=FZQx`99-@(`2pZHqqd1=s2rDpHT(}T@D)A$}eay9p`1;$Z4xi?FLmuo5VJ7N| zd6aN*%owBCu;l06h6eEzoCE|SL_@r$rlwxvaRmhh8=FaNv&Mt{3-tAg2`fOOrCcaP z;|qERLPTvbeg)cCtrbY367?;xwZ%d=k1w&W45tI8s5qQa|+87hb9!zZM}G6MrZ^SgS_pdA2xSpNTK^kW7{=g( zZ>jv(k9*cW{z5U)u!=of3ni?IaR(A70&Wq~L@J|y?%ZRQ?R5UjNf@ff&-S6nIZ#1?Q|&e;Z^^5J~$IWM3hHiVWSy@&L{;P#gZDH7}MB?hf|R` z0tpAQODNXK!3aq7bWfKz@>`-O5|x_57=FvHy_EjZ3n)_2plL!rP#Pju{}{#q`P|Q@ z1jVr{v`s2;)0oV0$~P1ZFUZhXOp+)6TD(~8cC6%`jSrOogi3(jRx$Q`$YY6g7pA(~ zKt_R-*)71z8i_P1x(tJa0}E(qj{dS!8?)vZIr zn9%J7G%Il)u-89M4C_lOGLIMn1~T%A;1Uq9fOH&QDgeEhkZLF{Lv-iwsnsF-;Q~Se zYJi6(W}u++1-VUhE!Mm&b}7yIo&Q;FRu&eFaG+QsH8ozZfjlD-g&on$hMoW$sL*gz zcTCzjZ-Ax{Ilwt1@!AKuE5^*!pvgZf>MsPzLeqcTJYFsy?K2SH*k<<=6Q2pl7Q7W6 zsM=DY6_DCoVKk2*E2|#b2#`2rC9V+Z-_s4e{C6LdVcIC1-46@CL-1JL3K1YyV4MJ< zLg3Pob?IC@dGaJ4^+W`4BFy+pHEo=F#cI+`rBosdA|#Qx^2%Kt(*s#|?C@eIOM4^V z-f#7bLxKtrzj`W;7<~2q{VAh&h=`WSuxp}M5GET(2hDZ{#Sq`I5 z2S4IqFnL7I(m5PHd@Wk(J`&+1besQtDj=T-hL-t^Ikvev?8y@z$D8A{w`j%VyBo@ub=4%NK{FR z_tQs4k?SMxLdQTp2WSJI0_q?p03tG;64S_qb@z#~YWAxzjK~i0bNV8qW;asx60cp4 zlx)#5(OZLI(05EnKyXV^)-y9VLu9JXpYmmH>Pb2W2M0{&D%HA;(-so|?i_g@cyKVH z=!&SSM`m=X7k5xV;`1eLA^{B;b)n!D;og8=CdUu-_lrBvIV6X~Mc%u2FM0%n!u$&M zDClDvhQfi40LpcWTB>n+PTqa^48hx+C?q0{;!h>M;7DDvawR6^m`jyd5sQKgS$}q; zuNWecnmL|lhjKe=(#J;)Yixc0sir$1vS0vqx}tc80R(gLiY99f1__V}@5 zaGW=yNl5utZ;j8j4FBk441RaM3Zd?)0oEZ4%G=lM$w3Y(Ufg2{koIe-~3 z$T!|l2&U`H;UWIfK*kZk)HGc1hRhh9L$phm!U$`yogh2Kk$s}a5Da`h=!EDK4_|o7 zi>qLeAMr)V{805F^cmGXrL05kN&#wuxJFD8!3X8)maO-VzH$9J5CZ8>NlPxq?0@x* zBqqMNCEoSkJ=!HpYVl?8(z%3!5r2<)$meiOkaD3@yQ9B<4l>Ji9H)3t&jVmUfp9+2 zLjsQ5Q^MJ4mmQD@pdMSjK`ixD#bDTB4e(2h1hYVfjY?oCChp$4#hbQN=SQxHZ|;AF zA{~T07|0pW&S+9ZwcDy@mQ6;5gp!&Ul{<=YTHPzSMIbOx4I@yH8UbUQ$4M%OtQfD1 z;?GP+X9qvcr_`U{Nlr>y8dKy@>{X!P0$VqSBm)1X;PvY$fJPX#i%0qzxx{kPkf~N z7zBm{K8a}$AiC!#=I1p0`E*f%0H7{y9g(|m;X*OK5z2W~*7Imx;ym@F1+#HVr*4n_ zND^>CjgqUI8;}K}GkhPWN})6XSC9-wTHxZF%#zyLbd-!Z_47btoY6yyL=}xDezSk| zejQNx<@L50;XX_PmxQE+$p6vNBje5PE#W)|Sbs0>WFKl*@A&v}TQDI|!n`QdyTt4c zg!}$5*QY=2#+GHcz3lMOqXVEAbLVHxkm#TUtzHm>Tzr(kj^J4YY@)QAkZR^ z`HyWd_&OQ%%fsx~!=P1kh8dzBM*SP&;^KmFG5$JwY_Jd{Hb@0Ps+R$9#US&t*#*Ww zuj(#j1}FrAaRmbk>)Y#gX-WFl-v44$fl*N%Fk(P2PF)o&7ZWfL_sjPY|7b`>=2uu) z2v8RC)`pszG?)&)PS4a|J^k4;{29nIBh(SV*Z>=JtdHjTY57{Lh~;~qd}NSo6lE|Go_4;g$E&K8-O+)Ry_67inUnb23Z5}0zle9Bbi%SSzWlmceU95 z8pQJe8AU9+pW^S{zCCeKVu%%)!2b$K4}bci zEej!N0XBs9Z-UeaLtueb1|+s-7r{oL>cOjPBFZu9>N%zarOdLUn*Vn9~D zB8EofNGZ@^Ks8Vm_-QmmVN!N=!$nb>pLgL5zL}!Agj^X7 zaa>$)M7P=e%OKWcwhV3;c?*6D*QK(tvGLnv$-|Hc^*UHi%)x4Fr_i$gWP#x8uSC$NQCn3dh^T<0$Bkx%)r_BCmX#f!YH=4ym0pZ7yNv7B)g=4UDH{wh$q}Z4LSVWwOJG?z`DN@t;SX{!h8>(rTIiNS<0HJzKp}5VQMEe?| z!bxdj)C$bBz0l)R{GynoI8=D$fkNE8yzfLMpC$Zk-HQ-Yfg51*&Mxp}s8`A^efb`M z?ZAqj5#5M56_~#T7mBiH26FpZY#}B!o_cov;S3<`J3yOhnS`Gr1jEJX7JH=!Zivo7 zmjUiPL`eJak-8WJ#E&;qz!2FK*bxE-CVx!4(e*(@Bbx3J7&9$<_5kq${0qU%yIxn+ z$qwhvb)u4Dll6Ox5$ixyfu;MqH7&qP+kLpc0fUlo%uL3YOmP3adM#KsNGY*r8Hd)+ z2=Ck1h91LHiCReYLosOv$g*Ni*$)Zvw_%#<{ zij)~Kw4_Xk7z}&kHi>x?fwz78IhKc$IXB%r59-%1U2DC$rKKZC9$dMTc{c9~=;7A| z1^!~kNZ?Nau_3Y%_!&CH;21mJsEfxGvNpjb!=+#7pb~1D@1IK}3w1txCT_p5#rBt; z;N6Wom)Gr507=LS;Q%+hs1G04P+?fhg4I=Ai4J(|GE)sW}uH!%3 z;QaHKqUl!`_5EhBRs3?LOTmLdw+)TPe)PXuK7xT`#xc_3&Dd5Xf`*9F$ddq^)FRaZ z@Qgsfxc7VuJl~;%2V;#`>RG47(0>P~0;a0eO*e(mo*+xxb!PkRY1*GQ$@IRL*C=`g zy`Y;bD=RBqlY9`Hg^8}hNXu^C{JY1BxF-~pqPXLf4MypSh^Q%>BR~0SBu$uM1bQ1h zma6hPfc01++<+%SGDyrtLYTGgJV=BhAE4$CpW@im z<~q+~3w3TI1;_9o%nr5(Gy$O>pzsFtO2P0qHm+Q@3<`b+MAlNeBvnAWO?EwTP>-Ci zr!K~n_#Xynil$gG^N)uik!);e=zq(342!WDUH|a?kX92zo{;gpgsKlZE(wE*aG(HK zvHH__+dv%RtAc=Tzw5(x6XO_=<+m?YDT6tnVng2Bo=TzpV~rG2a3WaRFndJ|IdFNI$%EVQd7NJ&artd8JnT`NbIUZ4I}G z5=)Z#{QQ@OfUmFgd0^7lRmrXExO#pFGm?mL z+LCExzo|N-1pnO)3jn+X;X;YD%j17chCZ!y{A?XPW0SAu1CTk&h4GgzjOGl^Mx3FL4=QsR-OaL##b>hK( zVKXhesC^)Fuu3h{N3_ikTpqGh-P7}$Hv;DR^+rb1L^OP26X2LuKA`Ry!0tNN$5HcRXFNjf5G zp{7G4Oj%P)&cBuqS_jbNotR52dDHqjVaOREUZJ)@d_=_rpPoEh^;jBN+KCfyafG4Z zaHzRYbum6*h8BP&zdYbpOr8PnLS)s~Y&zNsJs#ok0~Cj=oPv%BI0O^&4g^7~cUA|Y zIV2n=2eI2korRg@NFn!Fzb0Y_M$_<&5hJSp*=9KVCY(CNjpi}~CtWq-mEbW5jU5fC=j~+}UMNw1Hj3cpQ$AI)sfK&m82R(?w-QM1w$o!1^-;`jZP`-tQ%}Ll> z|DjJ-7jl}Bi2ZoOz%(NAW~7g9q>16!4wc#6^J89-3gTj}jD`w^ms;*#TNCar6OkSz z9$-(;(_7g72iF7sg$qlcl+nE8c^PXx-Ru!n!C%O8A-yB0WO{Zg$AP6Z*uK9dU1Hi% zbVA@y+Phb_e-*LP44UC`i`>ZqZm6;nW*pAch>nS$Dm*HF-^DM$(G^7U z{A-E1A&t3VUrf-%W{rpT1WHF>SdpI?lv{eU{nokDQ#H9x?=@Zea;E!j_hwBbBNjOh z-PUO6Ejzu7N9&uvo=*ibDk&oKVqU-qxNJA&n+ z6et-P8Hf`=y@EHWTfAGs7WAYe1RVRj?UUKVJ=>W-7pCRT_F(|y^93ZE{BJqwTwF%R z6c}Prbd|$_Z;rj0PJ((6h=jajHwji99~&#XW6kB4$5=fD1qG2G5~qVJd$fYvu}g+| zZqVgwGs_Nej$#uH7n=vx-rBX}$J68HwUL_KIbzIy{n#IG0i7}1v|RR8x2gq>ucoH9 z@bz1apH)?zf|gi6x5YDbMrSZjbGlSt{Nl?MLYVFS=gPnr|7;#G3s}%x9<9@pN;#25 zyS4g9`x~dhT4D_|7fwi(%?

VEX1A47l&nn4fwrKAwp0Vwr4t5`6x}lG^QN&VroR zkA5Q*TADF*UBkXF<>H%tQ3$kHToHm2Ke9nx0Fd4D}ryDxPfo!0e z<4kF$Y}ZqXqvF5oV0=&zpXGjq-a z82UUJmru+QWd!7NSMS}r18^+Z{1rWJO`s^UpC4SenfHqT1UIz8458VW2DqCQY#Nw> z7j|shtzirG%EI!%V>^iG4vwcUwca%E_2E}d_5+RubjkukLW@_1T-ou>-dBx+-w(m7 z!$+@7%|HF#B&{)Lx^V!5Kez_Nkr3l0HaLwwVg~lfIq6q8*{d&s*?WE%*8Dt=+S7L9B_H(smd15Ho220-$BJOm%mmXbB}ds1+n5gzOVR$!`paKSSOc@+e19LLbAZb zs^#+HGv)?Om|%Cd!H|)g~E4tGk2sD51b3|9E{)594xw^kHbJOaPEYZ)U6T)>rLO6ERYzP zhhO;s58Q`T?8$D^z`d`i02umV6vWjC$r9^%Enjc_w$V@MZynZx8UjMaT8!-k(Z~>c zyT0Yp!j*7#P7vugw2(}%_A!xgM$3_bm?J-^WtJIC-*x)OS9-`r85tU4uFFGi=g%e3 zc`vOlFnNL`Z{@^zCg(h{2z;!1D54*_fpYT3M3lLrV})tIXA8BV*qVbt+T=z0o)XLf zJKYTZ$+tfilRH=rM^SvTxTHueg@+^B6pCUJK#bAOzq8MUUgmW`=NG>sO(Y( zSMRzze(%Sd+b`I6P)`w;5WIWz8gr#_hgEA5mC60P^Y$TbhDdz9dHRiYP9?nGSz`_h zY^y}8`=L2FXs{;RCNF9(-tv8!S-LEyh^^(-%Kx&pZr4pAhuFw-_BoO_b)O9FHQ(@s z&i#&#v&aB&E!%s1F5x&lwJ+CM)~FL~9PolnweFQN-yZtG!Xlju*pYjp!^faBuyPN< zZ9n(89X>2WQ0PO6k57L2C2l!REC{CEsOSfefo))2bE`%EGSjW^i&AZP?wlXS z7h+OrCOi;A<{}ZD8C?x3mfo(x{B;?0?7-*pYRXqietUznMl7BLk0}ZPjl|Tudsg)( zX)xBmjC6ub*eOUidqd}EI=Z_JeIvGgTg$ggP+8%#VXhOH&iAa|G;`5aogho-mEZv| z(Y5eCi;Sw8+SP<0rhDHWZGXoO&m!>AcX0jhGL6X>ILn)j?+;Ot(LA~<+>M|fEM#_O za8dH3AFK7$LO2_R8d8>Nk><~DT*OBoo@$m5v>$|lcSEy=s6|4~>u8XtTyj_XyA@qM zXKV}{<^x3g)+qb?VY%3!WlF_+J5dgew_wxX6X3d!53V^|tidM2^L?>tA5$oltgIQr z&Ge@M@f-N9A%N=^fchx1()c%&+{%d|`Y zD!xi9{tRh<-f4O=zPcV$KIP!ZGW#=PF#CD(#s2Rr&lsUVsjI64nW$miX!-qw49O^B zv|!R=TcjAlR&@q|JT%fw)%pCF=diE(W~1+|zM36)Cq|^T$~nW{NL_M~_rvez-JwtI z-HP2HARRn(1>qEMI3d-Uw9sh!u_G(PE4vig$+!pwTRt|>Oeo5lbbZyY@bW9-V*tcA z!2QeNWCNQ43RSs?V(kBYJGrWAYTyh?VC{G}Pn1#fm<^Ur_=_k08pNO5jTUY$?GT?J zoX!L$jwZy#t=KH|^m|U=E<;g_rcey9LTJw;RDZ;pUtKADuF_3$WIivqmaP%l&;%mx zr@JEk0B9WA{q@1>RpB-ivBDPfLn7b(U%KxX{|6#u#5Z?F7b0&^bwCbht&mS)_uD=k ztU5j+Nlb|XpD^;d98kbWxifAY)-MZ4LGj#sdC@((CYSH0XdI^wfr>!pkqh4I2)ZbT zvkfbK43kSHOk&QT7-Lrp8zc6dSYL_RE_p1!7^?2}c0J`s6)NAKu3nwpn^2kH0Gnm@ zrSiYo`^iuH?mqY_Bm|-A){Q9u2I}XAa%;_!Mv%?n>@H@qcpD`?Mj-(RMt+JeF;p6I zJJ#eqx*Yd?{hllMyb0oa{}i- z10PN>IQX`}{=_L$qQIKdLJ3dg{=l_*H|R4bA?d`)%sINrJfGMO!?on{U*O^9iAxkGMd4oHt@^4Y}A z5tjSmv1b()h*D?6C_e) zT^)miQm5$mL(3y5B$NQa2n8G=RVF?Pw}V4Kge>|99!mtVM}F^zYXjMz7E4SXK<)!; zYyd)tK;sSdW(Jy?LoqoQjuD>zDZ(M$R=$o%_ApRVZ#*Hd`I5uxZ^!TEHeTBpPwz%di9%TErnyZdz zu|Hh$q+E2>GHT`XJ*$2k8Qc4Y@1OJ! zSaZ$KevaItUskEDR-^dmJaxhQzkVE;E%Nsnt7D(dhTUJ_;&&yem{-Ce{?x`9(&Dp> zH@_dZOQNeu%k1+NF9ogr=d-s(t{+D&xR33}aUDJ^%h`+5enIZXac;fkr}`ew7tZ1P zaW7oUoALxTY2m&f?!cW*%TN;$*8Sp7kCjh-f#PsW$B%QqKjbFmx|kOG{x?7T!2f-) z|9`JoQnpt2XU7t*eRURw(%iyftyzbzN)(we{$dx#zJ7L158GbKH}UjHRZ=K+=O#by z&ULR3VgI+~dG@U#l@F+yk96hfhi$h^4n1>WY*%gQnZb_q75_0(L17sDsh#a0wi0i({$JMq4&`qC zm7h<}e;#U0oL_*PnUmG>U%vF#3EAT;o;?_UPWf9lES0^nZr#ksgTP6C{yfjle5!?v z_UvwM#rd|nD%$1hv(Md~%K~0IS3Nl|8J)g$@)7|h{_9WvE}$xg85GU5<%*?^hHd|& z`N_wcS)rVLDJ}NVzpPH!T2gXFQFUa&h|7%kzgHxWKU3VwH5SO2i;jZ`7QLg`9s2zs9g1dvynVcRSb`{~`$nN}fdEm5p$vuYk zvhrzr7BiDp{jzOq^85k}dMKQ3y4)r?QFo^_U%v3K<^Efob?(<+Eb|MfrII#eCw;uT ztZss;E996k)K}Z3V>HOii&W!Z%TV}=S~@>Y^;Mpkn<*QmGUimC8dqTTUM|l1=GTvH z!^c|8QwtK}CmSzSEW0XZ*_G04tjZ_hDZPk!t=g{}XCqrC&88OUla)G?8tQZUyiLn3 zpEJ{OSjDC7Q;NUX$YF^{JuGUNK`o=Vw)3W5N(WP&m7}4WJm<9@Qo+CNcg=0TI#zGv zc!wCRQUAamO0yw5_ch{({OiTu=Tl=XGIYr*1!WQ(=`BwtL>p}#n?7eXD}S1^&HeRZ zNwSVdjm9cmPev_Dkaz5uqqs#}thiO(vhd@tCZBkl;(uIhti7_HSXrmE4}JcW>h_j} zS_glz1@k);f9DD6gj3VNr9(b$Gvzm~^DD$1&s&@i2>M^APm6(+tQzBEJU-&I+f+R6 zLzw}^=T*zXZSuc-;*c9frEIq}`|DBe^e5`_OpdQ!2}Qn&|Bq!=^9p*(2`Y1(nhTs~ z&mR1AS^M$im9r zt`_YuRM-DH^+R_lT^2ocZAP2ttHMgeM?(DUoSIo`9I_)PLk^pG`w`yC=bzK=dFnOw za9Oe7y~d}V`mg^CaqJR|qRKvFOB9!55hRY~wV!@>@)b4zMtAp7Gl!_~)J)ctxbXP9 z%2H+UGQ3;=@iIFic?D0Zsn5Q@nIt2@WYff=JaPMzASLh@XSCxkuV7+MbYB3q#ZiG) zoo}W!V2ShH8b^iZrakdYc*+YN>$aph9{5v z#3=*pl!Yr*Mn^tX%R6nUQVcE1&k5HHTTNnQUQj`uBH9R5hO4wUb2!!)Ppt?3@!eT%%9EE56-JWiBweMr=M)r!k|&BU|Pauchbk z@GvAw7SL|b7aLs8>Mo`-9kyx{Cb3-M{88)Whp6xQxGjuV(A!X*l-}+v$u(8WJMj5U z2UEtRFI#M=#k|ObRNpn9?g*KL`P_&Nn|x+hK9ub`ay0(gr?6_v-B*r|bA5P4bvDo- z3k}^!y^7&lE~gU4+OMF);h zP`)9nGpRgl!hUmx&U@vW4b6cKrz&fS(~wpc84Zw;+G2L%W~|2Btx-$9maLcFCznW` zKD;|JRo!z+PKwFGxagAjz}yX)8=-Ov> z!uHDcJiXu%K%y>h2*4r>W=eok<3$OEa%U+3(cprQ+R7btp*F5a4?qs z=KEP-I&ntq)uMATWnNUHoHP6%;FQJ|b5Tr^nse<8MuyW41@$fnUmKUV(0&82_s-ue zsvE2+Hs zuEaHFQnCWYf}P$^*2*fJSom9i{bs{&QnC*Hb|r68khcBqsq?8w7H|FW-_O!AL^gQ% z^4K!rR)MWwagbH^R<$>m@e=7?*z>7HOcw%HeZ@p>ie(z-U-u)D%-^ixL0M#xzuTIv zMD8lR?!ODOiiG6!cLwqQ$=66!*Xp))Tu&>m*~gz-8*MwD+OBK%7j4f~X+a?Yj-bST zv$VybEGv^gjxXCVJCpn)wXab5uMwrn$dVPvB%27JKuRXTn z_C0ob_mbNp+9+Ftb^mMfGk(G??nwtirA%X&Y*x_^R}I{QD|(ThMQmWEgy*2-7B2bE z?jKpFWr$~@mItm9O^Wl8dur^UEnUDF<-1Z*;p*?7Fl-e`hHG!^RO0Hq?e)T4I$@f5 zqq@0M2kKWGt#|HVa{B%E>>w7~$8FLXf3&nqG3i5}ij3LRnXV(uv`+FPZ*Ed7eEwsz zw~ysh7r1ateKtow$YR>~gVO^=yw zM!Y@ye=Not(&Euw%oh~G^mGR&>!jG!7@O?OyWFCDLIwh;caO?OB>&ed9A=H&oHW_- zx+Yhc%f?~ATTVcT!!Omib)u2Ya`*rE6Shbn_2D9fgiWG3)>0_~Cd58Hu9W5$4V!&g zruV=9DyTVa*oPmbQ_I$z?Nt@ehEi_PrOiAZ-Nur#_V@3!Z5^q+Ct1fP*N1%jii=-S zcmShN&Yp*e!`>@J`6hQJ7yOSUbR{wyhtC~G8V;hE%h!Hm>hoG6QD(AHoObc!yyqva z|C^|zD9f4I>Pe>680mj0BPd8MXVlo&{(8WRD&EJel`8ssV^`o!X`RWT%N5_PqLJM7 zel9Ki?(8ii1qmn$erHJM3aBGf9O)SvFYA-}1H~JyNmAMG1u4u9zc<#WTHTiptydrS zPbr^i51tO6>#20Ss-d0wKWv+-WmvSxarf)dguoHm@dWAa)c^6Sr)8PW7ls{p&6PQn zDQzex`Frc&iS&Vs=vw5m$oZYagWs?9$vYHQ>)&tR7p%+sP11kzl&xPtw%;tzvM(Uo z?=1BzNcJ0VbMOl~_q&7i1%3P7Mz8t;`~AiTUH<~>{mvQwpY_e9^Lw9vj&}rtJe6NU!%xjo-uqM@`VD~GHxuncEgWd zXqol$_0=!GoBT$2_X&mRi2-m`bpPv@&o09_>~%XSDrnsTMr6t(a2Z4 zz!5CPrcf3m#AWl)xU-Y~=yL8R-N9#J8h589YU%eptSPIU5}&Tt-QCm9Qc)JKaDAtY zU{%eX=}*NX+`#IMLbKy6j~^M7|Mty{6rH5h=oG_Sy9%XZHTopfBS;894^b&$Ka|Pj zMa~O{k+thr_*?Kbs@7*Yv?qx;Nlf3ak!#Q%oa74R>&|7J-d!Wx>(~=pE~mnm5os>P zSH(^_D8Pcg$!FSUr)fF(uJa;6ZaAH|1+PT2N`KFz1vj_%Y%q2Mfw*^4#{H-kd%A}- z8>4CsSFBV2oNaTid2!C6*VeQ;RO@p0p~m>otcgZ$=T9kB^Q2}4Z#lNB%`5*7{0i>V zTz{=6Kx3{mdnL|8I^A-M<{DD1QkO;aK9#gst8tQ<`b-SPWqIJ+7)P8DoTeWZ9W*drIXs#LOo&=0?UJtL?k` znr;PmlV$1Xqq&p9v4)?n_~c85PAyyg)m~|SeBXm?Md5dERY@mB^rw=V8%B!L;zMUX z%OqDbyw1RX=Hz*;}4bnG`n{H|8ZZ;in?Q_n(zu&v}z5kA%a}M%dYp%J*9CNNQIIj#_#ebc?$~n51 zJyJxJsMc72)GE|>GYyXt))tJmtr9?QIhX=lZ|^Oa6O%nnFA+aZJuc`{}q0yEiNmtk$#ceuYQ{w<8YjW z?GQ=l@-k<{bbprAL1t=tNnB@JNDn6N7rH;(9Omgoz}tKkqIB9~J%5I$D%4U|H65b- zO6%|53K9-!(lAnc1RRyqg*wwpYgE4e2blE0({bPK(=SdeRk{i-H7%x_H|+~bbGL0p zE-CTUlM#_P^`?F2y(=M|jSZqt$$U4k-eoXO%jNi_t%Pa5>Zaj0=RoO`ruQ=2$0xsn z=*`wStBaii=)Q~n-3jvgrO!s_#SQK?swmm4M6<-$m_m}Xu<}Kxftw=^?6Vh*xHUM9 zMoW7&gBK&H*&_2g$7hM1*+o5__Pn^)^WlJN*QCFatt_@VJTa`9=iII}r}oIJs1cvL zoH`j^*Ee=I8(B)4V2`eP&GiTa86=zkSYN(cgZipw7x)OA861quW;MAc)2(|V)b`f8 zX!F*-!TY>=uv>`d>YXeTnTifuQL&54Dbb^}2h|Djl3nw40$WF1szMPSQuQ`4PwzpR z1z9#{t+;LK-5bBSmQz?Didj-DwIX9{+x=?lzq?vUPs936ke0eHJJ9K4WH~7(N($X9 z9aqUn-IiOd5?spEQRx4nvGONI;_Cs-8F>)3ue7Hk2yg=Y}(m z2TjU&UiaI*m*F!&O;c!2G1~Y}+LCx$1`=F@y`_zZRE*QxZleGCTWL}xxTv?mS?JS+ zZ?IY4>~OIOd4Le!-F|Dlo*2*&mf~`vgv#vcuqrYI6x{Och~C+XNgEzdTZJWlY;kX+ zUxpPEuq|)w%nbcGoY}VXsNtVlZ*pC-(l>HH@+nWBS~j&PIz)dA;_$Ej-@i}L@8Q>@ zjN3_c^BTuzkZ809{Q(Is>3QlJu)&@qeh`qaAj~B7rI&SyorVF*b_b7t9JecTW>Suq z8tL~G2J-DC9>?ssP5rUao^GLBb(t1~I~~nC^$FT^j?91^u8p9xu>Oxw4nmCcPybfb zR^W59y~uOZz1fpd!XV~N7r(+Q-DNXyufb9hbRDE$NK_WI-Mqx#*32)LBjG39c*YWQ z_8~`Of{W43a(o$MP{?CtEDVjLMSH$i@ZcH20{G)MaCM{|s|l!%R*pfG@6Uw&o$Kl* z8~K&^=qo$}Y1>^`Mk^W4snLi33Gy-uAQUMRFg*@OHBy;}|K2tZOPnxvK4jWGyR+kK zqdFnv*bNug*%vBUIvs~wgQH@-U3cK^54|o?=2f38cO9;m7;L_&U}5&uJO8e2>t^Fo zYy_^A&)AN)@L-BG4enA4OPka9Q35VSpIPj`u-VJA{Iu@I+i!hR)baO|FBbX>8-@PY zucWXsQUvv_LJL|eaXs0rVIsL&8V1)!=1uk8X_7hBDe3W&f*f<>`8Y0yF-9h3-LU1u z3#4}C+q2WW7$TiiWx=Dp2(8-K?8nceO{;F@>><3)X z@I^F!y=My=1=yDVNZUlv{!FOWHR>t(3R%Jw_$SvPGbETz4K+3z>0>u#V_Fc z0zqHKuV-Ew$E4ny7Q zV2P*O%GiUF#38#c&S^dg9$V?yuCwg$OsAIX{+`v$*kVXoxe_(MlzW*li92e zU%6{M935suCsS>-^WQflbAA-YOb9M|#?dRm%g!l~EHiR!Oivw)Od}b z6gkha|MmG)DY6{YTdI@H@k$rDEsc&q{Q%uk3S(KM_N9ZJ5_@6oWS*%9X(Hq@875R* z3}JK2v&w=^U@AF@LhZ|&v(1L5CBO+nr0bG|-+a+Q+jiVj%Pp=Tc@A9n9aE}V)JK?| zay-)I93uGt{00;V*doIbBBi5y(;kJ&Ovtv3-A29hy!9kpAnS7nUzp2bUQ4sft$6{N z?&QZ*0gDn&$N8x{3AnePlYk7rs4L&r*h(ZW<({jl0jS5L;MWr<+o~ z5(`7KOL|^4e{b=@zvA;hHscx8KBGB1-(s%a#<0yg?WSX!%EP4lymHKoY)*vWswR|P?#^&;T> zoExEp;reMF(p-6+y0dL5!|@1$`BRmqGTv1uZ3GpaxoM*t5De;$o4NSfj(wn>tL`5R z(>w`U#=BcO2c3atOQyTo3|-=d)1V~Jv+}{{o1Ia^IAU$ygS-(`AsyS>^j2%48AObO z?*eZL^nU#fdC2!h5|r)qM8HAFVZ7*1)8Spc1dBtkz=2nT(?_}j(is9ek?HPnIrPK_ zPV-FRFR?LCF|auJg-h2=aH@ge0{IvvG~qCyfO_w=clTO{(?Ix)h-yE@qj<&`a)`m~ zu`9=X)?mJ;29oHpz7es*%?bv_)IeOD(ZWMN{Qb*q0`XgiR%B~cp{iymd5js_t-Kdw zpqn(KK#TR}&rBH8jj|^8O~>J?NOSp4&OYuyC&k;knQ2lg$< z(>GO0cZytB(E2I4Nm;koS2Y|RXT>)&yXI+EyNS77%0jNoTUUOCwadQ(ljL-5;gk5f z7ai4OmlgUjrV9g29f1Cy|Sat9bC%%2vcdZ}%v6e6=4Jl~8Kk3NS!($;M`Zca3X3!v*_9T0ED1 z9WDGe!$0(An6#TV{3DOAs)e$;L*t+RXa2B>md({r3fU&?T_|+jDzQ$5^qz!S@AuXm zv4N$y4nTf@r!3G^Y-4kZ{PgK{5HP+U*|fLI@D!UXV2iyu9V~GNb^QJU!gxUO1 zW4VRpVQqNwyfo+w$4U_~YR~OQK^pMM(-AK*M~lSObV)tN#6Y`bRAA>t;iIvMQ6IvR-^l|uX3|8LGHavG zuIXFHY0m`Ht4fd7XrL;&ADb{n&sKI7I4ui96pRNkt}%Z1f?a{8=Ta4cJ!P~%%`wlJ*q4&bKi<&(bwhY#SnnUEe95ZyX;D9 zu-Rei>y|P2Y4tJe7Vo0<%{CEpKR06|<}GzcscDnawYfIK^Z{@c&}fwA?Ste>n z9@0jguPhH8V0#G?0#5CvbpLa&4}&>srA<+N^L|+UMM+`f9dk*F%WnLe2`DzuB_~V2x zAdkZKdCjKNm11WVCmS;=(q5(BT-L{qkH&@)a1_arX6!T12nN;8fSS|2D;YZoe@4MJ8;QF~Fh0N5xY0_O)U^{kBe$ip%=VaWiCe?7?5f>!>GRzeCjNrDjjec2caz z5M4sCWxjj!N}xIQ?(l7rb#71dgV6ZP;j6V2UeF#|CDQ4?J^6})%-7frcxH42oh?;z zHIYay&K2DU+A%WJH77Ppi{=IS{ossp^*OtDq&xt^w$Xy;YSPHI%uiVy^uqea1ZD&) z&SLJm8y(&mZ89c|hgFY{c2Xv+RJ-4I=Z!M!V^=XSGd9k@O@!7KF%}M7IU21+SjH8| zZmFD4<_G@IT71ve1gV`UF1FBR(Wm?~qC5s)L&(oWHYqA*24cZ>w;jV!_f|;Kuc_(O zCov~`imaFOnoL?xLOP_$o=Ro3)_xu)p6YD(b7RvF@E(eCCD@HcO41vJd_H|^_N--7?YrO=#af5)&&{x>2MV%(K{rxRVa?DMCe{xBMA@juy|5XSwJmYPa|Cqhm zMw3%G)yUVA*GV$vn*y)1tYA5322s0~YuAH2ub0>QaxgiQQdV#H_uH`78rS=HjEx*4 zkLS(=o=?SMOGHgd-0qQ{zkwv&w6cW#^qcg#MUxZDv#2O!B9=q9$hv%cPcPrA6(hg% zW1Nb|m1_0O-iDegvXJGOwU50f$&s{kD>}9zqsVlVmypxz@*?NQjY{^#EV^`0Jk5;9 z4w9yNSqrT4pK*kr5F>pg7L!gHr#8L~&j?9_R%DoFlJY3OUpW0Hq%Qr)!>4d5Snl?S zWrXLZ`}6c1;?2v?Q~Q{BSa%*oJYfF^F^00sJ=)0d^jL}Una!c@EYU6L_q8#WZ)wvq zXz+7ml;24sKfKTI9%0%e{BT~^EA!p(`>OP6

;2+w-{S5>CIfCSGhE*hjEE=B9X=^Az`+gpx8D5#5YC_hJgiE6CwSptVme^676} zfeeil8OLG~WoUV|I9k=<0Q7quieM$x%9O|<_Sa)BJXq$zY-Gv?+jtQ>g z%hc6*wbwM8rX`DVj3rb@VOFc#sl~70Tz`=DZdxiArCoXPokHhR!}nS}!xgl;#TZxO z_@4Cbd>e;Bn+r)BS7=g(EDD#$rVFkC^%mTz8R8%^JTC_-e=oJ+!q|U{6FUFgbY*dv z2y*FtKRM6)DUX(tkJ`YbND|Ab>B}5-A71{o!c6bq+xA;Y8dvE1>%kx2ZD=M@RTkd# z=JA#bIp!!RqUpaL=TnM@KK6{>ss4i2uKf1pPd#=7OD_872ATWudr9g^JR_BbdP)Z& zOfE-~`(xJCiDCp9wQ-V#BOS^up8nT_)$| zQ9}-igRPx24(v(fF5ie&r^}OOa*n;7&^1PGSN{B#Lc=^-%KZL~UE^6ta~banLCsIn zYw^kE2}_aRLV-j}-OckT$Vc5(>5$cw?)kL=cj(HXTZZoO;2{i(HbS`lnL_2yy)5&N zv1DWsGwa=4G}$D(q#RnYK5N$ffRQPWi?*6?h_~%tyJg?v={#Tf2>IavIX#ro8)!{X)q-PdK5Njqad5(hlu0F{To-SHuY3c$b8MW*B92 zi|i4XoWfu++6T*WtE6AL${Q95o)xm1rLspD^8xjp{P)QY(L8RQmry>J?{=U)!OX(o zH?dETr%M?vF_@Ij%<$cbvU_K$qO$IBjMo$?P=En>&O7r@_Nb00oJAGG5FSaBFM7O5 zpHNvJ`b_4P{sYC=1hHeAi%O6gd`rWpuSyAnb9(z^^(tn%p?R(^y{{RPXS+pi+?@o*VT=y(|h-x z073_lZJ+XU+o!}&Q(IpU!B*Z*ulz1pIYX04sN^{mOA_3VG-yFQPW|M@t028Q;2-hC zI{laBhnP^B#cMH1qVVDuF==A7X+KI^e*7S9On=f27UBO&h&L?26S0^-muf?``l>m8 znEqRut(R#0z^6TL0oA~?X(G1E>M@EM)nICZ@>^cCmpQx)mBMO{HNW<2`jGiDeM_Et z!sZqQ2kI@+_j5VNB1u{>lzq3*A|Z#eV;!CD_a6yWv2CrItD}z6LE6&1N+akFUJe<8 zgN5IV&iIDb@?vVKRDSC+|JdBlllZ-?@H%*9frRusb>O*@+shs{8bi8#?l619P||Ri zADTjpl>CI&@%3XRIpqJ?oYU_)GK86pS+8EPLyjZ9J57G)-+txV-tSFb`_S5%^)PxV zKp^oTRkS)=IU!qrRic{&ZjQV(3v8?5zvEg0j%N zwX6U7B<~#BCJB{nSTM7Iam;ebaR!)>USJ+SS35ispq$4r+o#dCS}1{e*CC2P!P8;=rG?vEMqAO#MgL zyGXvPv1%c9c4^Pg!xmGhYK|KlEayBl*SVj{9WJJ>dI4D>ex1~KfL9)ul^_D6@i5JSghI0 zHkMq4&`jXf^CWS#2(KeGHkLw;nwf)rNt3LSPgHb9FP;ktqfbTrS3W0Yr^wvupUDig zmJ)Ch4?B6{`n6>VZ34Q6H-sj41wazW+IHK*(Y}({mPisRU%cYC9uG-+s2IWfiKc?i z+JiN4uPfdDh+K;g-0K%P=^k!Bv#7GnpO&}dUL?VYc+(kLGMpbSv>W2G`+g#_Fma~# z_}~zQn?Rc?XJD@&xaA!Ynt@+3*0h0qw(m+qOGldD0C@d$52;ju6Gy2-AU?--HbP_C z%uJV1fj6s1eARe3g_h=o7H1?0noUnhLh_h!vp~M*70wmw^Rw3|d!-<9|H|y8)Idg| z%n0ancC!Mdd$)V@x^Io&QcQ~yjrk@n`8o$!%(T`%0jXoD#P-|ND1d?<+_x#EUr8tf zMXS;$M7^`cEW$tv-=n$ad958hHdRCmt;8ZQ3+KPT>YBdM8seP_0(W*hZ;R`_ zfrFMw7Bg2@E;_EX`#*4MgXt9;+c9{~4_=oZ!r?#}zFmk|$Wx0vB2SraWW4SiID%a! zA^fg-SQmlw^qTRbySK6TkUlX3u<{!(F^6_KkEOde#%WpV_pU;k=AImr)i;Njq9}gI z+Q9mgY#}w8(W*{Y_p)xO$K0=9<~S1ISmr4kzQ^5dBQpk<-N{qeKE|QpWzS7 zrxq0=v+l(?3OWyX-Poq{^Yh#-TQF;#`-z&;6KNB2HQut3_J@50+?lA$W3j#UjA(q;qpxub;^FMT9EGkhyRB6UQAHuoc{=zh+4Mb!m;#c60Ci-lNQ<{ zV<80)qrRB@K8b<|xWGG^>3oWb1#gkkN5Oq`#=OGtLW9gRmDB!ONepx7kv2%+?qN1l z6_*Fp=@tKkl}x*G&nV4qOWv#MDi1kYMn$U3Yn8r%%+@eY>vWW-9)xopjO|fX#Awt0 zW9l^4$bmb(566yjf2BYB8`M_L`3DCRvl%_3b*b_KGOikoUhJ|!8q}>XS->rpp~6=` z5ZE3@lOX$oe+GIdQb4>G$aiz53`8i&BmES3u+RLHYKYx11CCZdvXh8(M_e*Doax@) zbg}*WQ>gy={oN1`ftOv>xvFD7=-Cu5CnDMIX`}f=9ev(ccD@{hqSZ$TgxRN7Ir{{AG=skM|UoFrQbChS-(1g zyd8|jj)*k*O<@)eH`TOX4rJT(M+rYkjD1))1KEOV2E*&?!`o_t{!XZM5EhPemgsA& zd^Eik#cfcZy$^gCT|q1cr`G4~5KuTj-WU+iTk*;i&nf>S6oV^4V}37cf;*3ohX~ye zz?%E_@G^HrfX4?AQs=QT2j)6J6>PTB6gzj35j;Ex0{?iIYIn@d=fY6?lMwzdgH!XK z;61)U0tc~@G%#f4v*z+MYv)amJxva{|QcsAWyi_l9rf~x~VOzh# zsIF(YPIxfhS%yvLJAm@a<@IMhy(!a>vQ%Qb0s!fH42=Pn4b#LNvVs=9sE9Bd%508Y z52N;we;Jmc@gyG!sVj%RV{Bg+teNs{xuPzu$nN=-uJcf3Gk?j}?AELg^Kq9I8GxZ+ z;>RvcFaI11=ZubyFXY(~UUP^PMby)A@mHJVI8!ATR+$3wAFOeXS(TKDz6aZu=eOx8 zvXRK%JoCAYNXGPI1($#~QqZvDkNo_t7&V>G$VK-aJlX*!7nCvVEG#y_OE&ou4!nCJ zNYOjL(dOthyC=l_Jj5_a&@RPM0`eH$dTeG@ytK5Yz_AoOcVGI;4>%LcQT=}MLx7CW z?llOQX(y0V7O!kfMKg1Kxb4v`e`NQ?4t1mY-O;bQ=#nL=&}Ato2kg)gSz>$`Ag|(h z8V}nkW*zc(R$`B-B`LT?D;t^NlBo>Rcv%yOJSC$Hl%+YWA^4$}(rf{G_=5a^n zdo#7cB+I2>OtA0M=Rt5+CV#uaQlcEpD7^S!gEIW6T>X)(g!WG*MYr_$#Sit*#*s7K zq$8GShN#{PGtCBOpz!RiLH~6$e*%R)brN&17U0OS6ZQjrh0?nj>z3X9eK|b7=iqL8 za`rlh+%B5V30pRS)dv`ddF^h-rIyw^Ci_3AlWh~`7=JXxSdltf|8r>H6?(W-qSgkuJw_I_M zLajHB*IqD==>F(@ef!K+&ut}KYO_KK#ypm17jsD$QZ_)d(PEc^4gxK3Gzi*D#5OBf z&2(}B&S08ks%!2wF`pyhFi2o>RFFolH4adEG=5EHoMc%*AOIP)07QsYx=6sW@Q)H- zzjqg1W6>dX^;H~adzCNz5zFL}%(7L|N=#J^dUqqWq_+0Q6z;RGMTZ&;lX88-`Tc|S zf8D5ZC>>*a(q9*T?S4?x6KG|=wUmqrwT(^p$9I<8D#-hk#8Xvr09j_8$b<#a*zi*@ zMk%cz{R2zuD}cn;vV93qHH_@o%>hOl?b4>EwCYA^nZw|Q9Vs+Oa`FBjqn zQJ+3Vh|Alp%L08-An}yO>p;iF6-Qt7@Gcd&WGu42kV|CmIpRhs6UkL!QOO+k7tH{o zc16IR5D0*r`vI@6B2{yR5=%34b6^qBgs^!7nzQN^kGPih_ZI-Dx#UpL(HU?!0+va$ z9OWBV`+rC^COX#j!j{Px!ZeX}xo5Fw$$-!bFs+63J(+0i?7jfSHoTGi{GJ#n;gkNclXa4?Bb2pRUe`$pd|$aU-JtJB!o~87-6!e zVq(ZnLk6rsD+dUKK3u@Hko&@S?p>ZY$&{r?yEh0#m=1QEfM7HjhZPeSuQA^LcwJc5 zR380XNl6JI1`LdO{tPbyTxJhV344u7`qC|P>8iD@?ZKTFS>Qy;<20Z)cPl0^lxO16_~Q@{vvERQ>P1aC>HO z4|3IT)+)w$cjb+#DASDEnu)%1F~^{8T&CFTFQDW<#u2EOJvtk8%ISzBEm1Tiq*;^c zXP_E!mHgE3o0|um@EDYL(uVyYJNRv2fmCsA*9fG^!{C~VPJmcCu*rSahF}f6egIIS zqL%Cp*s7)7Suu)o<1_ux!L6u@PbQlKcO0TR>@a#vLjyr&VzO)F{2qfmrsB9{`gvXf z<9GUR%}xuOc~Jc(10XrdwjM62ea7Sv(tmSC($Z*~AtNnfXl0DwV@E#ddIz5Uh)?II zba)CS3|zkGeNL+k83m5QQA0WA2xW2x&Zocp}pNa%xcC0)+7iW0=e{w#ws6tDu zW93pYm1L+8X2rTdcE-q|FPM;H3mCud4*MNof=87=>jtSj;PwUuop=Mt2SEpI8i8j< zmQ!zgSC{6*4bV{iy$qynEBR%^WOx-2L-1NOmQCV4Z!gK&=Py&G_kMeSYYa9^d)QpTFh5C=20vy`Lrzp-Jk@7iO z9CN-n7(+;D78Vw|JeX*eLvw1w{zGH|RQ|q8%X*3T^A?PoUF*6NNvHDHxv+)wrSR31 zmWCHD5GP2l0eLXE=g&qUo(Qzh$+r(`J#Sp4*!Y1SAt)+p)+1~PL4{@iEGE5PxaajZ zLrSg(*-+&iahx4q%&XY2a|v%0R)^y!u19fWcX8U-KZexg`&*oXx(dcr3?|RhWNt?2 z^YBZGKlM=@EUL81kp)6D$!Aox$V%8~BY3FLbYU7Yo;D(liq@-581}e-#hv(Had#E6 zlfCoXR8+fHqy5ZA@9(RFA&2~Zz?gw(ESXL`o71P$9sH@0Su($vy`)V42BX4)A85SW zEYhJ!VvBnOW|D*%CDD6HDOaQZJL+q%`dk%wo!<5oCj@@ij1KKFf|ej5K%Q|rAPmo6 z;hYiD@%cRCm}sGVX5XIy3T`9`(Ra!sP=$U*swZC#^jjv)loe}u!y;kArU@y!O1T-~ z)ZGDFwuoO05SErGwYzjcV$rR!*VFUG zARD-yqyzfYN5{t%g`RSHTk$OV4BHuNdikmaAa<;iRQ`C257*B+09ygz=@&Vk$OZ&t zfyQgbk^oR0c|A+Y0tYIyK7DBYssRHMQXn2jLO*-dI@k-;g1evc1D(6uKUp@u zXZS-bPq#CzB<3;#PgM%CA4!U^K@^A0JY-zQ$5Blete&~Gij=;}2j~f-qlK{u&BAb0 zUh8$y6aE)m6BGxZJyFrE00jz4D?sG5tG&s6pT#*gv?eBtZ7IJ21MLRgUJZLneH{f4 zVjhbh+XzJK6%YG&bTH>6vT!O-UXsyi9Y>t_#r@u?o!WVyKVvlJmo}-kk~9Vn&fj{; z_huNUXi|}`uK0BU(}w6_4zukV+EP8EgF}Q%i?)YpRI@V7@*WuaMM4@70VlMF?L++w zC~L&{irD!NIugTv%j&2+P!+Hd<678oQpU6r`)XDaiD8Jo6X>qn()f2g0I_{;Xy(mK z&XIbHr@%}%k#*y+>$SRr0|)gr@XS!hv(eiMA>yhH9|8haso-Md<~~2&odJdw3E&TI zjV~Tx{)006K!b-RC#VRDHmwxzW~oydYqG5I`Ny*l}#3!paXkASQ2t&^|gTzyFMZ zCJ>#TZggR5Hs$dHQtO!Gj2&YD7*q%?Cm8_ccp&Lqi*?Q1EWto|@JhtD5=YORo$xT( zE*0TRa&!dDah~rz7lea#S^zFn#r8mpk~JaN;@30k9N+KXOOL<#g_Q_4``1E&)EiLI zL&bT8HOIur#6I|xwzz}1}9oRTG z09PQbILn6%)<936N9_`@Dpk}0W!Ojv3=MJ`nZJj*RJ#=DJN!u-_tj7hXOrKORB;tu zEWRnzcmMhwKO>N@ktc&}uSHVMvl}}PjpH-&443bXxyxHFPrgu7t9x^eUrA@4FWS<2 zr~(F{uDV;4O+E3TYLsx*2R;n0>C>(z1Ob4uJP#{Cd)4*Ko&n?kn!TO6sYZe_cNFU}m(#+DDZ&P3PEgJ~Bcl zfM{jVH~@ojd2qbi6$fja?|fiNs7$swd#^4?mvN3u+<_~4B%h(i190L7@RrYu$dGp+dUqV)GlJKAY zC|`J5nl%(1z&}2I{#o1J5l7&E(`M=ir1=fXkb(Dw!QAc5J_K7VIUcqp0sJ8-##Cbg zUb0z7=o0rVQ2{g0woCWFnFVf^n3$XcTHyB6gYS6|EEE668@@9*`b}L@N{Yt^p)Brf z`vIfEzr$1;IFBeuJv{-}W}Th-Ug*^Gq97;%0YUPc3!q*8oc60a(A(p-u>p^V3~V&p z=NsZ-ly;qJ$u#*TCF@^P7l6Po5J&!XFQF!W_4_gK;=o?~_2}DYaPllRL9$~w+gO#S zi_yxX5hN+2W}?nnas*NDxKk7J z+WVUu1Cx~NBusUG=uR6j=|}_iT$qBj8HOMBMzTXtU1Mt-8Y;5EDp=AI9RP7j#wyK> z6HxEX((?23+w;=17y}#LKkw~Vy0OZC6L=%?ZMpgNnP|%v-fs`F12XjXkRT>r`CQsh zB0Q#vikk&&`Ng`@R|}7NTKGl74kn99CO|iZH{#^8f`>&CpRXdj3Qd?`;u{H?hNnxY zi$s^RJu6|@l5!JycF(A)cv4>wNGB3H=-3~&wjE+me!un!sRF#!BY!A5GT^sBYqU8G z`!5t|L(CH6GeQ?b`!2?~$xskG;maVEL=1FkOR@5^#<-6|VD0vF#xoI>2x$7#D+-ta zp6ZOwyIS#hPSYr?v|k@}P4mJ{k0V#pjp=0>;)R)CZoiAQsijEiT)+6g=%^`OK~ zCLCWVbCmt3&0|RhjI;+$qZoi>FUYd_K>8lI>vrg|=w_9{fF6I3D#GcjhZVKeeDJ&3zIO$Kr)&MG@)sC+UW}~L|}bniP82y#S|!K+41S!tgtoz z=0LT!2p+%`DjJI6>`fCL*8_G)_=!S?eqHjOMy}~(33gTDHL58a3B+X28>0yG?z8UB z3yIchTd~0TJd3_Pj})du0_4k*{|sOhf@yw3{`b6;@1YF6P0rZXJ_k6cZIALze|DO?>->GcWcP@D4YdPY{!okL7*Aq#ZdHrw3p zO$Mt{f8P}Yly{)5nrW~BL$k_Qrv?O?>-Gu5lMh|b%6qQq8|eZm&q|KHOEW)lSP-Z9 ztYW2vdEsCQYC~e(7jOqVkBOG+f!-?`g1hsFx|2~OI&bfmoRE1uf3ee4mkzd`C zrqJ%SUaPGIRU+@+3I~50R?GNhxz=MJ|3?{o4uV5I6-}219(doS;-;SiGels6zHDs~ zFl@rE6|5mOQ(~(rJCMi`#882$1mNS8QT`&(w)JwbqE$TbY#*D*JP8*=B2UE>wtt3> zz7}X^X2uY74$Ol}2LKSPpj()hmtL(#_qbS%3y`knY*&;{VKYXr>n$K~hXWy9nSr7f zm-Fl7HlSy|NL-jBSq;#u54?S}SedSF8Q8$=90H_fFHKsFqXdAT1m1D2?dsF*Yv38$ zv)bRxatc)P%fx_zQW?J$Zt;3N@J`5x1`>{k@fe=bwaW7VV^T}j8RIROiYmAPKd*b5 zb6eOlKY41534Q)1Jp7@Bi0LlCSAaZZc=V-7qUX_*cp8x+UgpM6U3(i5(*F7S)E)5W z@JJjBj`*<^ucCA=X#2%Bv5NHW8tqmcXhp5>d!{HjXdC8n1|grrrI)SZ=#@l{xOPH4 zv$KDE{(r=(?=Ch4x<9#N&oUna@^1<|8K!=J#};p;Ebehg*E7T&<@#Up{<|`BADj zfs1>=QhISZOw#eDWb4->!;F@)>b_)yT1&uWApLZyrDowUdO;`P`>e`d^^tv8I8?&T$U&%^rLT?H$9ifV_~|O~W`7J+5#(o+{Hv z+2#j!K;?a#e_dCFfl#CEHCk7D-JOl|$mOTn2`>05?-j=hw?W;QCY1ti94Sw7po}eiCH~ce4Nbw|UNlK0ej?13$kzo9->B{u4 z_K_%*p~YR(kb{y9_}y6Tb6@5_ewG$;i5ktgM=~SY}_X;S}8| zuieP*$(67#w2m23rHpbpEq+N@|DNGM7PptG?l7-L>Z+Q8^*N6=UFPg`>>FYP?0CqN zMP(K{+dX(IGh%!p`k*yZgeG5??e2Sxd<+>Y^nVN;(%Z!GJ(VA$8~@(qYRCB z8FJ7GSighq4?zZPCq4C*-Q9lDyM4%=<_Mmtsi_uULPA39Zs~7%=?*z;%}U^RpV93* z8x_wBG6HZPi|y<%wLb5BNgXNojnGOs{+;EgIok$j$XS+IDg^$;|T<;4Mb#75G3hvc|0s$^OF87BC!3xsC z0$97ZenBKIAlsCXv!`2z9POjc6a50EUHN}%FWKc=h4I;H+H_#QCyVjkPr#=h&voGzy0)0K%{~7Tur?tBoZ@ z_~r}4^0=%!rm_A`873|9gtz>#V@~RwD&OK4*)rC6(FC_@(c9ka7g@R3`idDxqcmHT zIAh68^3E}K?5dl@M^|lraFY?2o5(40@hJdIAve-wg8>o%?gk%X<@LV5p+sDv_N;6czu)jPo=2t#L7JQAx0?6+iyc0Hex+^^0(Ab%Z(}ct zv9Yo191k)L7U#*++>f4YBfNz({IQj0uo;h z!W?zZ7tah*PQBCY%NcVYAew?E+JIQ3&ztnFtyu~T8#6mXi%#U+Psm{7G*DT%h3`#* zalqAAu35bz%5#0`m7r}b_gY4lK>#`u)sR&aps0(bYrFGt>B?N>Zi{wnO0w2CH&OFb z81B+MXcX!UYG`SZ8E5@|eNh=OLJyCrb7-9`_nao4Zvl4oU;jH@d=7*XSMu0Bl1U2g z^p%|b@t!bO5|^v}nhJwQ+im+TJf>(oj#KrvJpZVYtNLhJsyCE@fv>Uj`uB6H1!h5K zM=^K@eB4vh%z7sVCB?+QzEIleRC646o?|RV;XO&zw+Qtl6E~L(hkqiYB!2oqM~E;k z{y~zjg}3+n7<`4DUc82E!Qdqwv6wh4u}(G~9yA*;8bDKvZ+*W3VRe9*S>$^Oygq=} zim4bDkJBEpCNC%>dZY8HqBcXg=063Ej27K3!2+OQZ0A+4vwdp(C9n#OGUV65Qqqjf zna--{7;_uR=L^n`PmGKd#!Gs@#UpVG901##a5jhA0UJ}7v-d<;x&s)))YjG6sM{5> z0!uY8aDa)cP%v3fdBE6ysmW==!?yb@Fon~SaJ$8HlnSx`MMiy8CSuZJMgnjkegdov zj65{-00gE}sYoU#4Dq!$BU2UPO@0O%o`W^ z(#4F?-PJn*E|!J|WDQKBRY~H1+Q6KK`x`5*FSovC4*D+zLxe0$qIfv0%-QQWn)maS z)!(@^U+FJs5nQvARtbpd*?qJuky-Q@m`jNO0K?c|L6u#Mh{Lx& zux<_Iga1wq_wkjU5LS&-WxmLij#d?eZkG{k!_dY%e7DE}?97g2L#cW?ZDMj#S?IQ~ zMSBl1q{)r3i=*_7Oaz*i=_|VSAT~_F+jcg5MXu$_?-t9jPZYMm#pWhI6!U{W%}8n3 z=bx_KGz&1>#xL*(!x#rKZ?YA6+|R#Eydo$6$_GyM0BJI-VW5v2Te66>cBKiH+jVA` z;Ithxrdvrl$oVP!F07jE3*4i=m9#l}U>vPBx)Bt))Imuf8yp$85xxiEQR8&T$P*QY zW0R9tS69HB)de`OoeR1HNLg2GyE9W0mS^Zvq-mD$Gc^Kw#+*|gFP*cou>lGYuwoq1O>*O5iB3b?e>EP-w0JDGx@~cRhm%Qvy(qt=3TwE$v+)_5^T_#q@}5=t1~F`>8ms7 zdA|1tcmn_a21v8Y14~~p@0FUGx^o!I>nI2IXLacv@X?aNnFkk-k#> z8(2mXsvA)NxDVXs4vSa;1US_K4S<(>X1(T?9Io*{vIUeX%FAmV_Z$Y5o7>IpSYpC7 ziU#`nfcq(V?&gu(uaHWCIp-gL;VV!XYg^$lbNQatMIL^uq>{JHWAV#l-OAL`e39JZ zY2NKF)Bcp%?{HFh#-&351i+5BvjDQ`3SKD{+8o$u})d|3O)Bd*x@ zy+b;UCwtUJyikZEqO|<07JHXD953B>WX=~58oCx8)8JHOK=?sc)=0_^ji_@Cxg+;e zCK3u7p|YBqxT?u7o_1v>TPHyK#dh)eqIHZRXmrL);MCzyPBbFRf-5%-C`0ucFskRx zz-f1RVmk2|%uN|26wxv})puUz*!~&x172#WmY)G58Y>1|vy8)lpWd${?!U-uFzoYK%$_6Zp!+Wv<-#UnR#f5DB{{f%0X>#&M zewl1}J3E@dvLZTH-9p#@XCFbxgSpb{q&!Ycg+4AviC{Qr*7yjHuPl)G+~M|2P#m8{ zkcld9(%hK8S6Ca&O8JMau{YL#^Wt~Yb40ZfTh#{)bk#2&QbhHDnX6<5S76M3y#V-= z(mQQXk8Ya1qYi+Abrl3t4w?bb+uPfnLomvP=_c)nL=*@G+E~Ux??Z`A*&QdyOh9^O z0mBh%{Gip>y|gA%WmhqB^%=A_cIvdWwHd=Sb+*9>gF2pi2Z9=Mw6S^B%=^Z4h6!}HERcRdG-HE91E9SLnB#t2K26=e zd1lWXz+mE^MmU(sUU8cqs|O{__d#1Q3@ksjW-GRQR$wBE82o-8tL1olJ!d^3b?beF zr&6gKbjL5+EsCg*tiuR1hGHsi;nPcuSj?*vfu?o_MV&NZG_yYDMRC{1!qa`xN4l%i z5X?_U#z7K9R9w*NF@>2hKe^1rKTY`9#nQY5YdI?lvFg z{a@H8vG}cQKpSsW z8&tnf_r^CEJYRG)1)5p?Ksm*y^FW5__U;h&rb+N2NNDgXYhz#y*w+~OgxAcw7Bv4K zw!S)`%541_6bl4IN;;%dT3SRxIOL&`KA<#8H;90MlynQofkStPq;z+O)FGvtZ{y6p zcfR|(f6t8L+3(&@tY@wDBx^2OV1xC}2IiP#0>k>x!dgv06WMX*26jQ6GyvCSgKH8} zQb@IyzBb1pSe%@Do1E;gPyC@OvCG|Mdz!zCS_E%I5?9uisbl;CGD+7VCW)rKt z%lngB=KS=NV&|6xF4Etsh>o)su=>NL=)fbWa`D| z-o}-A885qq*8x_uwDS$}qoGCq;hz@AfFr65AMzRbeJ$+vN5G2{`mYq5$ocs@xtU(S0x|+$SaKFnt%PiLKn}@UK6fZ~`tYe8Up2#G4M_O9* zu9PYYm`n{9Hhdj==lS=%b!OsCjYBZ5^v$Mp-m*s!4UH$6i`^-rDJ)iL_4OWLZhhI) z=nOWKgB^&Q*7Bp1E+Pg~fr#lf8wwfO3H+(i!l>B5IIz`Pdl)X`KL5iTAQ=Lp;6Hyy z&BYZVh?DGA94p0a$YcTlT8s4r>v~NnRGfg%`y9+S#{q3bnL0eo*mA&w1K;*&Q?vIJ zP}#v?0IWf`SO+(&tBb@aHunSI?14>3Lc&QG3GaS}kmXW?RrRm%aB|;NeHA9e5w&#A z<2Y$6VWFMhrhZ6Hrlh5!((+&ntm3AYVQoxteIuw=K~x?P8(6U8x>GmSaC+3Hw(!+; z=}KFq72r3U5h0DZC$4wMwepStt8}KyHq%%?2N$rHzZp$u##T?0rd4y~_HD<8C*c)W z)xLKf{#h=GRU0Y7T(=k4sVI@)D4OvuqK%S0ObQ^fJ3(YyxCbpC=vwv{+>5MXYBSH` z2uBX-RHd)lMyUFn0?EsOFJs|qeE-{K^zwvmqR>KHFyse!p*lfTIprJu@y~k3-hI~G z&;eqS@!W=!?=m{eGl8;%gC zJFIy8O9#va1eggp91=HZf@ZK`Xa?rz6_%^uqtQpnyvF{-#LUdUg*o^5n8|%6A~sO! z7%ZJH=><*J!aeuJDl%S+CmUYEL4m{-i%%=TPRW|v%*lQI{fb>_%Uv-gBku+CT9)9M znYQ!-AAWr{4qq-ad5b;gdXc|aL@MkOIVAJj()uuZ3J|u(Cc!N{ozwrufCN3#8^M#* zLgH&nTn<$hf|8#cy1Ke2L=`N{KYT9ty4W=c?8PV(UfRAK(h=J=A3w{;MJy()S zkm3f-Z@Uaa99siazUX&oLhuB+ebTR;x5^?448oe}y{QaGw*z?<`cvH zsF|lscdsw(LeA{={vjEzaeE%lPO$R~&_LqV81bCW&l5J)jk9o83$(%PaSwhn z3525La&GL|HrBy(W74K1;wp^dWm?2~A1;QI5TGR&24l>#>34Y{UGjGgv(telS_hRQ zYG4JKsea(Q)CF{9=kBK(AX0gA9wFRIo&J>{jinCU6+tUEOUZ)O$3T{)UZ0)I(_XX7@B0LrPPJ z)6mls5)dpBSk2Z3?9i$OwSIZR@$pduYXMKa?>NP-T(Lp(-8Y04j{sYey#;JbwC=^M zh>nbeP2Bg_E%-@cp12Bj%J0^_--3>(nWvhknVCeuF7duZ(D|I&p|Ac%rfup-=`?^MY+?Z7&` zlHQtg%lz-wamxn;|GmA%(lB0U&{Y@c*2$DN`M}p-N6@`56S=;y9rW=B5FS`5`v8~D z#+{N9CJmBcdty@zv{uVtd%B8M0PT=Kk`7dz6qI)gDKh5p^@EgI(0c#Hn3D7-e zf*aPKu8@p+uJxy?;c_m?HcOn9H-XLRC*H~JwR7}@*OLOE1x0`OkS1GO*L+$f0lN!a z_kcBxTNf>$3=Ya|GXj()O-)VMGMxo2JRU+PD_mw@m^spJU-hPU3vUYD$>mflx8x6J z-7X*&P#cUuKYwmGcfbAjYZk#IRd)>SmmR;S__sj?>U>Xl0q3Mpp&z#s@;4(MtVvYr)ss6)^zO2SRXDCpSrL_bUYF663Wh0`bQ&1Iu zZ56U$gBt=SH3&U|AAU*a(~~B#!VLj5&)WRx0YFaeK($&N!eb{umK*^J=pc(UaYH6L zDk_7sgY_Qmvm~(1wb$(K{82yZ&A>S#;x0gcAp{Ap6%6UQ**7FQ9wlV*ze(EHRJn8qFJafCR_FS0bt*dz3S!ro$=8wWFTNQKlcI#hNX`@>oO+6T*sOYw|1 zB7qCT+LI$fD98;K0XCnmp#TO$0No`HTgu}Yrj~Tz`8DQCCLg;-1zIf2*N|2$ zAWdS9{8>nno{h;$zPKr@7t-OF(ZQ?x5bl1n*zO9s>)z{Z| zwJ&83&J{hGg3<`X?Nv9ZRf9x>!?Gt@6-VDyD4x6w)k0YG4b(S zbFi3qnjFBrJzqw8MDmoClp58Fh~qlFW!d%WyX~E3s_ns!P+LPoLuP6U)MN)Yt|jew zO9R011L~;#T{3?DM*Pyb6jS09^hI z2KDwH2uY6vT976=XiiMyMCQV|ad#ZQ*jrt8G&x=YwB=}fCdl>UxsSh}=)GOLvUVw~U^SP5GV!~%fIxsKfYbNd_!pcBG!w{6wc5S+n~3x?mCGN9$IE3Z_J z(=A}-6fC@F54bVyO~N2vMZU0;Byy>T~hgV!mHgnMo`nQM^QW@5j*9JQLk}m!pwA<293D9nT`IY>HZoiUpXjWJIRCZH5I$vcXU0+ja@_vdhPT zA;n&lkR#LS(n0ndwI#fG9b`%XJfd zyNz$IR4H-=8^jA;=``Ok%m(v{%&(czjLPG%27&ZN!^z_dSW{2-XBR81 z9amagU2h>}Yvm$MPwk(t*12->cfNR3(W;KG{IA+s1`^e~o%y*zvv{8bVeYxozFB{o zjQguGlR<9Ew4RhyCI|3Jl`F4s5t>ZVz3b|w>m@E7?5EpC|L|L|DHZ-un3<8jC4V;`u*2Uiaj$RIcQJB(g3r_V_*RyNw975R0cehx;x$$O}dnc>Wqo{(t96+ zV$1qePkVFz=TSVs&m#XVYyMbtq5C_sD)_wCXd2LH>`$#f{MWE*Tn*An!3P9JR_Hsc zh2{Kdp3+y64x1-NDv1>#J4^bb6+H^$M}H`w>oOc=&wb#K$%|hv=NS3-{h$2=#!D4W zDyIXjov%EnIo`-Pj2Wad$mkTvW9JA}aL(D*+F{{ZF(>h5>5rUu(s;^b4#uo@xc!+} zGQI=#k0&|4#jCRq#neF-!s+AhdsFL_P8kPR8^53VIU6RxR{lN1ZlVSpW6+L)2tTcc zh`k}E9Nb0`L;dH`ZM;mu?wI?|sS=)4=-0*&(_Rh&F;@c_#s+YbIf;wxi+_B>WGqeE$wMqM$LV%BkEp-?#;0DNL|1_TSWA>AEe5uoFT(5g3ZOR znyfRqK-vChAY`b`f$upDOlhR^Dt{F^RP24I;w&>gu#2Pi-C5F5^GJ;%-99!0_x&T> zyj5iybrPnM>90;WihB;Me!0JELVN_-PbymxynWy zZi!XeqjU0MeRd-7gd~#qI!$te`OleY-kh0hh!Vu!7$y<@v4`Qpnjjoe7pJ4r<9Szf zO+`;?!IPeTsQ2%opq2(0H24f9YS2Mq6*V;nrc$i_dq*hh<6K`DrC*&oWBRSJ;R(9rTl_kK*gO z69&1zIlvYQ`MBjwRnO4l_T&{?8L_9G>B^C)jtnQBM<>v(EXL3+qC#Lx4?l5 zpxnT)1_~VZpgjTnG984)nDW=ztnS=uXU@|lFtc(FaM6rVsma4~_LDU=~D zjtZb}l$uWPob7$~pMC-h3&heN3-=9~{NTW)^TY3sG|Ztrf>4;7$zgbPb-NIKBw0K= zwn#>g0xzR^m=Dbr5B=c?zA^VJU8d`aJpGY-koZMS_C>4Ji|4iaJyO8j0~iaKrYE1* zgBN`>YqktR^ra;(OaB$mrNS>+T88OkbyVcg2e-U^B=J{?OyfjTj=29GjWsp(^;rYT z*NI-Zw2F?79Kmg`XNcU~>7iHR;x&7cxBhitBfw_GyOJ-12bE4n;i#FITaM9gxnsE@ zQRWI}G>)O0CdEptIz72?5`ejqE5U7zxFNahYiHm@>kP`xPG^5eZ^=u-h8EP@V4cn<#i++J3cjiO~$SqL4nt{;b?nPC)nId?gdb4i|&zgaO z7g3)kyNst3_jL@V9JywA#=(<7@=q<;JOcMbdp{K+ zDNY{IUUb1uO(nHf`ZE6oNd4QS&F&${2wk_U^B!C_kW9#Ct18PgzC(?-LZ|v>3iZin zL2Mo%ej#q$P4EuwFxG$(hr8{ohD{_&TVvupU+TdsxT3#%Pig=NS*^PlDrnrW29e?Y zN>zefIV<$6ykqw>vu(=)ea8`)&j~I!FdgD2elgp&F*o%vjR&7(wo`W-RBz_qehD@}1wGMD|LeBarKOVVL?PcDeP$>!XFOE)&l!6I zF^f=QshD*Zt7^+!_VcBr9S*D-j;j*g$m;4}SKMju_6egJa&xgoLEadPSy3dWop`zW zVx9Xe@Rpn!M7&gQr1h{>u)Y^C#Si>Z!K4Eis_jPyvx#09xt|oADKln3e@8t2n_CBu zB|hWsJVQm4bOf@fs)Nx2L*?6a+ud|P^ZwpTJwwh7F;gj~@D-AmhyQC>_>TiW4@5wo zulKGk3`m@_7)##@BQ>*5;t40T&w6{cwKM^_#0~DUktM%1hrw`?KquV8Y|yl z3~5dR_U||rZ7uW-MPC5MSP8-D=agw60|K)oLF3iPYV>MTZ!AY;H?K#3(6>t6i3I$= z4BLC0#7GMhBNYpN(T5Bgmtw%j5~yLcGy`8Ni6=blw$@|4`OHA8m|$oIuJP&Z;YYG+ zFeRGw;Xc;AiK82n#6!%SxmV6!{REWjh9=09eN%8cw3XZNz9LeY9NKdb?riQ~laVxW{zx2m@`S=!<)JvC! zUydCadX#Un9`K;@1pkDA%j<~66 z+bv%aO-mMP_F$F>gpdujr;u}pL9Nxc)Ox=c#F&H<>W~IIhgmQv&)Tx60@drnf zmHoRY_(zSc3`?Gxx6IMk+9DgyF8U0rec!JJ5kAI4ew}bpsK9YXVAe5{x+h{GPhsMVK`})N4Ra=(7>>)M5k?+S54L?Hh#4fn_#nc%j!zeBADC zJ9z&Bev1@UARQIFF1B08>_50JsG;khepj=GUQU${$6&**=Nc0gJp0^2>GgiSkqPCb z%n%sZ{!$^H=0o^kdm@>aPO`pIg}$8siTMW{6De`CkzUo`m(~;ea~^TTr2+=}ejgfa zmxoCT1&Eims1(Sncn+6+IUJ>04g^%6D_OFn)%@n6o1l<@I-1nJXISOh8!U&1=#rm1 zF%;xzU)JAmS1Cv39Le;8SgM1+suzVp1*Gn-Sbe)ih-7eHb&E#qw@}ekfk&wtN1l5V z?9v{UW~vCqr)u}4GauGwt9!aB^Ij62Zm!CDlB*J&$!MOKF9*%$eRfHa`Q>ViQxM}@ zr*+mP3!{Z`OoS?Qc#z5RC)2 zu8{KrfsE3oG6O;zA%uqrfo^zJi+k)c2Y>&r1KAyET69%9<%DI{hdJsVFfwegnhhEq zw;dS&-@|5r5Q@5!)7;)Ga?> zc=t>lHcI+D`g*3bvVMD{dXO!yn#tow$Hjw*GO5F8Gg6(MZ_W2>2E$q-Sf}F!T*SI( zsN`n~8P}_B9a1=C`q|7Ah^-GA7lr!oT5)U@THoS~vh;!+GEzdP@WT)&^HP;mP}BRX zFI4?8E1pRn{mnY^U(4To2jMqof)p}kRK8Xi&+ARiVr5tJtZVeD>7Y>X+xfN+vI@u#|NYh3#0t z#|Hwo{B>-I+Z9YCB?&s{Vj^iAF)PF5!kW(voHzA!M*MzPZ?!w=ys7VWux!%JY5u_; ze8GA-61KLnBo*`Xa?5U^MQG&p-lHc5=4xEoys$+yW19|f^B!ZV{RYg{EC@A?u1aVB& z7|Wgk#I|dpx)7GAtTj(*yW_IGMuvrg-tb&?(a#P7xjb2R1DG4_XW;LN8iJBE0B$P^ zq4zoAJW=jf#D3zEl;igXx*>F+a`)%cU}EoTA`BwOT5_C=7tqSb?{8MNjO8eESv@LM zXOk7j$9&zx_8Gj|yee)5`$bser;Np)(Sg?=lmrw~6^aB7@(aSy%Eq(H)2P;KVOW~{ znwxeDzuXRqlB$}-G!i_ASgb!cFq|4|Pl|Fyo|8VW3Lw72JhJO4=fM^^W)I%MW4wfJ z2eLX@lb*)I0EKgN=V5}||A`4v^2|_Ee*vJ=DoFhCmhlI>jV_#%isAV6{QaK{%`Q9+ zGG)p|JVE<7UqVWrgiw)Y9v%7#8~9rhDh0jv677HTSl;~Mdh2wkUoM&3#p$us$Ir_KH@2Z zWM5}R_mfmzi|C8#KIK{V_5JAjGR;Sw{-IrnLIxzTBOgDKRgcBxQ^^lP`Rs#zDtNo57k6hhXEQ_war3P zsOZ(2i_Ztt9VHZ$HyNy)QII|T@6*1d!-VSu{gUZlIHdcxv`*O=P8q)oNXj`)ty6}{ ze;U*?8zsK#vTRqGO!WZLm;)W7)4k>H$0+l{-?(mkpXaGn?bxDCrzK#iNsw|g9i+*SmtJ_U1?c);UMzJ+29)o{WH zUy+J4W0R-Zl`j$^KSk|Tj@BW+igy*Xvzugtj+h++vOrrf$*K#~us`}ZD~OQ2?JTsk zwDje*SbfLXX($|?V;+d&#r`fG66}iC(QI99kzGcNA0pKxm>(1B{-|Sx+LovU_QNMZ zX$#dX&8UGrmUt-uV*Ff%kP_;Rb?2XTj|Ky@gXPhINaA_M;0x9O8GASWhmtjZx-r9k zL_^t*>;$6SVi_O>*GYdF4QG_q8X-Z9K4#&42&%emvggjH3JuB;`XvSc8?ve5fz(y+;l+t~9ih z{7!%*asP(OW20g$KH%*7hkG(Y<87vbrl3c*w9|J%*W9c(2oqY#purw5kHv z0P&*OS=x=F1oiSOZ`W`FzY3w~#cs19%GxvFQS@R;YsT zA@HM7ND;XNBsRcu=?0C)+7pn_lN;s#JjquF40`0IsRRNUsRFa_Z$WuYET!G(XsVY{ zzopi)VHj@frko7ZcGSA0f1mK3{U`wKxYN;Rj(fK+w5m%dU00Y{cNhL^!OVz5_{FI2 z?3>fK0}4TC$M#w7yDXH@iM#D8DYrPwbRIax$)v009PiA5@voDK`Vh|~ClUi?vWxY+ z<&qXk8*w(0q7#}R*lHutWH$KVsKe7EeBwS?N_o2q@$ta^LxDx%KsR;RBo#$57~8># z_JIin6@+H}$gpIDT|i*kaor`CIM4{(g8U}m;{SY$vO_a;NR zBR9*a->fX5K+so@=7TF-&k!f2aI`_4 zc{E<#La#G~Rl@X-b6cn3jPlbB-32};X${wWDJz5?v3F1IG;|CHxaaV>@AQuh7Ib>~ z**rn2o{Jlc3inui3Q?Fc&JIe@R0W~DRsssewM{mpczK2Kws&Atd~k3ub{~2k1|BD; z=Rp5s35g1={^~qVp8KuWcRHS02@J8Ho|aoY2y}h&z~$S?PsLH~tPi-HF%J3Rh}iJ> zCD73@ubc#%MnE#Cu9H6b`EhRJ^>~LPUija73Pt^fKM7J0ut)N^x^OnpA@fpUvL}nY zNT?!0xkbEpn}44R7sc%m|8&Cd)OuM`gBiTx$Fq*9u#iS&xs+@&u2s+-em?hieSQ3@ zWYG9k*tHnhCJ9rlskXNyQTC;PTVBe171v}!1ihWQ_rag;nQ z)b!aySs59_i!6#)cjgH%=%AiXX$LV%!9+3lbKTh~dc}0V6;b9Jb~JpCxL3*dQtIdJ zIOInI)dgWd+sG-^fuq-?Cx(WL5Y22xd=$|a~Ptz^@6z)W(I@N*iP|0yen>Eva-^X0NA1%$_ap1 zBjB`4S&~(O8i#IY0-+lMhGrewdzP89E!0LL_0oB+E3gUtA9F?a5Omh7Kn$(GOk zvOzNFCx3P4<1EKst4YmvTbCtKgboR-_9OD4p*nKOcJTsPQZ0B;bAfxKMIl2kfr1`G zWv2Lu&rj62PTm*rGrTawmJEF)f{o^J$Jyb=Iyu7{2Fk@p3gc|MJ+H|*&$cg?XWcD2 zHYKUs2TZ5AtJB&)?p2Y2b1BaTPP^S8mD|aKFyHZA$S1O9poh+iS`-c0lEp}}z`FwP zMR6X{BJU)X%_H2HwetWArI>Qf@nF~S zd?R)EXU+B;P}~ae+hE)l@+#xB7ikzv?mm{WFKRh7UHwd#fK*v%IlWNx^SY9!s*X8! z{b!<&GiJi9OGHL7tH+X{d|UdR4xxRTa_I)eO0hw+pb+q$kfVK#A0!$kkKFM%75S_V zPz979n5DAtHW4owcq;s3FORb|Ns(H5aR$THdz1824)P8aLJkg&A-LS_IP?>gwSc=` zYVTqo8Gu(q0l1)bW5Cn_({F>UU-ur2slUTp`^h}&W+Vc{*PNwudIpcO1^CL_poMbf zymvZ_5mZ9Qt#UrpCyu#aTo)C$3GX1eB(=$AlXn7O3v>wr3ie3wi`84M>Lj>il1D~| z2khw{h|TvLml?EG2HG<(Ud;|_p7Q@Ah=8kx;?dH;smfWTci6U*w_MddgpOx1@^x}< z6@VbkwKjS;&huZFdz5&~iyO>Myho7e(}FsRm^C!QN8BUK{gmN(@a1d>M>MRbg`wZEOVtA8ov z(=xX;52ffnwNQ0yAdy1cWyKeb*R=gSiiy=dsIL@8FBzm-RmXXi2WZm z@n3!N1q+A(FOQZYvgcMOhmG$yEYKSz`crPkBhMn3Wjx6lTGaa@v$8W# zb_21AZlw*C^P9aj*W>M;&d#RWn>93#`hT!K+(jYi9JcWY-7+-_++fE+lc!7@&`QV} z?~ai&gK%a`J;c$nJ>Bkh6i;e?(a~g%>rdKqE}(7?{v{u!{WF1@H5`M|F;(Oc-Wgs{ z`U0IuRN**D`z;v9QrWW6{Y+&ZjY$47DePsBdO8EeCk^L9W*TN=5qEIcBsAXN%Hf4w zX&xA*Evl!>iEqD5HZz!+=wW=?d@?g#&>s4au!0Vttlg&`kqCgne2-x0Vo2bCxWDtx z(|Y_|B#Lqq`JpGy-k8dWW|-$F>Z~L4;|;8Q4)8zp>Th4v!_KgWEe7Iyv8==~-!mM~ zN!t;YR9%pOPa)-%{0`;aolxU!MFu<5Uf`9oVnXjy=K(aLeM0+Ra$vT}?ne_m=A)I& zBOMX+TtTymfO5*|Ak}M%O(&n&&f;PH$$aB?WNkgLKWjNQhub5SnVA_I-2eOL z!FwH>7C>lm&ndt5inUQcNko2n5iQfHsobpW6KA)vl9z+%i+AFPegX7 z#^um##pDw@28N!;>GB5FKAjt|xN^C~96GO%g`2=&+;cI%Kr9pY$1;w#H5y2h_(F#2 z<@@KJs&x#9t$hPeFm%NoIu$8Jd5fMD`AI2+zHNn?YN!isCunTiX#UWrb^xA91A z*EiM(vwS5v-e3sxd>5hRYiHBc`D8`iv1hs!JimS9@!V2WZQH$dE+s<9xZvtL{L!LT z_Dv|o4~h0FwV`?hk!*}30g25D1O6y=)&YKH&IKs(fqx6*qx)-1fvt=9%xVuQM5a~e0aLE$_znuetv`X87TWAI!%Hig zk|PixIP-l#E#}*JDN}ueE!E&R>4n<^#djo00F3BuLt;`3v=?Q{m;g+!1VFIF$McuY zIy!8Wp9o2NcdD53ts~?l^vW8Q>t0<*KW~sKQTi?>pW!lBUdq9dq4Xi|$7VmDdbWd1 zi}JO3;b4;kZ4_55Ve8@^?-VvovDGkMOPuO>m2-{=h%N11SCI z6;Gkf&CToXa~|iGZE&Ee7);OwzOiX()NN{yb4CP!k7M=2*D^BbC7*B+Do7@A&=|Nq z4Gs=w^AR*?`a}=|Rb{{f25=c&VZN-(LDDS%%QHSvzzL)v#b{Cp?ejh5zzAHu2ENm;FY6Zdp2- z%p6yyaiA#8%}jTG=ReipUt#+y5}_*bD`y~8)$Hnx9?qf2;YmyV9#J!1*R_tPS(IjS zK!VmucDKAuPKTD}_qx(LvzdwvTS;kpB|24+jVfgDQv8RL%Blf1W_G<@_&*Lj0s(t` z{l7T{qP1DD^-|x<7bA!~%>806MI|jZ)gQ)jnKiJ~ntBLdyTOh>@M$ z8VIz2yBi}*?fNl>PvdSA275oxCtqI%Hc1@?km}ACfzOLRT573wGgYZNOSuG)@EHB@( z{Y=PX^ucimex0mpyQb234UlVUY+_oM-D2)UmKDI2Q70}wGI1~D%-<>KU=NEaR{@>K zz3h+wJ*g7yQh9uin|%61kJH`&vNJN*_AGw_yn z3>_rqs9`;}{Dv@9TSbj>H-(iNfKxaKzVZj5^}ph}9{lV46RSazeTnSbIK@PL%6Gsh z+vg`|)Rz+vnmF(Hy^do=lQL9n=MFjk;pLygUkpFSu{MAGPkx;a zfy@*eW7O^Rz>uu`z)Mx9xj$7rAUfI#WQy`TV=OJdD7r2Gb#-@)%@_(ckSC~wwELZQ z?@j!By|tfBOSYZfJ5&w1sF@6NmLPav4^vAvO*QkfmM|w7d&=4mt(h6NdSB(qSmMTGYV!x3)1$QM zh#t#N@{D|HUeP)Q|08g!%^(uQ>YL34jdNx^47fCF9l?PP~Z!^);NDaJX%Lw!`UQ*UH-8-*A3CfB*KK*gPP)LV~NI|xUJ zWJxQdw&mY?;bPTg$fPQa#x6e$W*U3I9(hsAwbTm9qWQu;q4K zwdjUXS<&a@rLmB>5W+9#tnQlt3M=;0`0_18endiFEf*w_ym!*n8`dIJHeB}~R*WXl zaO`D`)E^@LZon4fAei88C;dKJm}V#9*L=1xx#k4w^CjJR(8vCg?X7D{p#4Nx`_w&G zn^up!>$;$azn6@E&Se@SY$6=MtG<@9{h*JXW~LFpPWJsIbQWG)FpY5$ePvcd!+bgl zDGzWJmedw@rz{o@UG-em)mLxRKKL-P1;V@6P@x1|fQppYzq~DyLfi9$gv9VYF#OKa z^rXj*?0ceCG@qA^xx~H7ON3#_AztUXaz!iZMnnSnsu8E znVA{)@#7G3;cAydByeN&1eGX2Uo$r@0G=6_f$Amqr|hKY8kT4}mnVQI@|p}V9nd{` zzF;#yxQq@tOdA`@QI! zd;cmUK_|Fxw9TZLG7!J~Wv$ydU;X*1ivzo&^;a4u5Bq{$lLt$V^mCfi8w2sOI@X?O z-Zhp{=8)ptc%Nz#E}wfe^b*3rK@Eq@`Z$A%!z zkAJmR6Sk`ZEPbk4ecT1SghW48&Zv(U&rEnGM)2D#>d&NMnkO0^->(iBR6%K)u`dZ& z4>cw~?Y3H3<>F#2d6dl#-rf_}$EvBGj%Dtb*tr>&g9&C=lWzFs2@MaTz?M7PZt_v< zU?_Opv9yd>b@7GTI=7W|Zh8?gKbMP>ksK#mcKc*UZD;B773Ch+)1+7}CRL|dsAfE^ayz786L$tLw=9k7w_8V|9#rzxgLA-m@O|zt z0pOs`Zl@vG7-eRAE>|>ZAIYjm%L-_Fgw;7^tr0Yd5#**l86*+@Lr-PIv&vLzqyosN z6FL7HEFDg^G`wP_i)ste29u<(!Sf}J|9G-G3~M^Z(r-sc?%Fhk=Ll@;F7&*t4}Z-g zWWs9c_2SbTW}AXS)&~JtY(uRa<`yKhhw78GP>f;E{+-mVjKMHu<3R(cDCL_4;$(b` zK8?Vj>fCU>TtQ-l##zzkPkICy{ZWKGx%8EefVG{(uXELndL@eZf>1#-CYe%1SKadm z&&tTN;hik6d1#XI1?#`NES&_lQbhZPgv)tqfjKnnF%KSqa|+x>ZB;iK(tmad*zw2* zPwpjP|3xdAib23W)hRYUAC4tD0rCF{C&AMW7Ml8)iTf;n4d(wzU&H^zQfpkGDl`h#ZG zM`};;5Odp8-Dp2BR>*Ni%~akZpmo!S?qLvqw`ImOJ>tDgjLEX>q$TlI z(*F6cXZHdqFF@ib#EtG$AtwFFD(UJTB@vxkS6TL9WK}&1i5;mL1wpbWaVqlKYJjKF zx`@rJ?wLA$;bZ3cL~}4~FH`fY8B}Jgnm8BXZ8Ke(nf&8f_jgC`EQ_)X6HQ5@vpXOP zBAYRyv@=!mPi2aJ=`G_}x4#vpPZE$8K!^$_vAf%y_B}N(zkc^w)C$pVyQcbS<^xx- z%xzA56t5qR%%Dgpq-RPF{35|nC@N(ToOSd_#@SDceY6heAMfP`;h3><#N^ch#*RiC zvvscPa@^K+hoj)6f#Qr|S69eP&d!704t30ud>NjQoZ!bsn zigxqj=R5{=#|I;EjdH>lRwQpZRw^Jju>L%hd)6H)oN2n!AeGU0Z$clCn03F95T*R> zPPz-C0bm6DX$i@@hF8cVFKSNVfr02_&O_n(Cokd6|8fZ zt$d#@J5h}bHeAJ^{Ue-Jt6UH&oyw%=g*ZQEH7MUO>>7I&a8@~H%PNL}R;NHH-;@Mw zb}DrS!b<7)F9~`!YQcOjY;C@|N-rxO{r>8YyCf#l370rk1+K5v+lMF%x)z^J+o19_ z!U_nZ^4?IpjMpXqk1r5|V7rgxv*0ZeFDM^rm!oBz4AM4t?8*J?q5zmy6T?)4jJFw& zU(5Y)9dXx{70tBV0(V=3*YdMP+q2W|w}2!k)1i}JJ-AUlTy-~lC_#Du0rs~@WNB)K zXlU-6!z$#9Pa;QI8Qfj@`IIEVS~+EySR;4-I#~9bQ5=9#JDM0$0v%6?$31*%xy6Z> zp&dcN>x-lJEpF1n*!bI0US8sqBLh={Z4of%+jlW zy|8W{_PpHCv+DpR3S1R4?LaEB{uO+r=s$q78zU4@GeFKB(^q4q{>0i=EL+!%VfT6$v9sj{s{bc}ucb$^ltI!5=fLp{Y|emD=EzL2Ih8WaH5bnn)? zL)YJ@V0d zDZTMfN_3Bt8fdDE`#GYRMe-&%boN(W#P^77UuTzPkLM%WSmm}JXZ76ROfTl=<>H86 zoeo#}hudM9b&3t&;w7)|DJI)+5;;F*s-(z;LXZ27IUGKed)# z=dka`*`Iq?Iaby7>W{_d1#DZvFc`EM(;KGA0Hr2dFEE7+yNZbEA4+y0ngR?iwppWU z%OJGof_j`%)_L%c33=UHx9TM9L2w=58?Qg(kQww0`B=GdcV75Ap@ zz1yMRd-am{wI8O2Cv{3d>`>am&J!(DCafC@vzv^iFb{vL#T;aT{LroFKh;f+F}(6u zeY0B(!Tb=S;QlBIBJPLxiD+tXIXYsV;JZSao7r@;^bfTZ^ndryVCvD+(Lp5Q_PlNk zY$F1K>vWXU!1M~>yAW4|;CHE;Rqgwc&^`=y^Qe1+RZw8B5H~Mxwam)uDi+hX5EwXT>Vb&G!ZOg{BJ)Bwt@fT~1tA0NCb9L4vEL9bmP@1X2Jt zOVJYDD+I2r(xopeV|x2fB3f%k(Bw1-q!^Mx?e(i<4!G{B~P`RG$~h<1FttSxue|0C?JzUQy` z49u|4-YcH9*0a|7kz(zY-cnLhHr8b)3ss=6!-E!AkCrgga!+kDcE@PPqSvG#f3A`# z;=lJtTzqP7{ca?GKKel?g&nHXhB8spvJ>`f#L<1l%!`6lB{a!Ed+BejgWDh(0_beN z^3R~Kw#?%TrkWeKz8PvjCFIyRSncf-MF!X~k{Px&Wv$u*>^n+imK@2JuhM1$$>%&2 zkQ#kkS4Xgd-$0w`9m6b>@!0tg)LL7?Sf5Q^x_?Tn$B+nMdFa2p%4Y3GUKh0v)K^?NX;#9h27>(w*03Q+(aBwCzP~Mhvi#cRDzLS)t^tV}Q{ALWZH-+kfa9$DBwVe+_y$fIRH&OS4YyJS@*5gWH2eX}4^i2|Rqc95soFjl$|rxfXa z2>mKOi9#(DJlsjXe|>ZG4}WC$9?BDikB<);buO<@7u>C+W9(+CS;Ki@GnEaVgR*L9 zXlP$Q^3;yo!Ar9M?)g`(8hYVu@hjmhO<5=)%&PzRF#=qlk>53^LCj~mNXgdOhpF-z zYd|VETudF*`|$4X@fmQ`bweQTDjc~#25*vBFDhM=W$guGE~^Tm{^Qxa&gWm#2G=@g zH+^fB4PVBU4T9=bMH~|9I3a4yGr#QD+`1Zsv3)-*$(2zuCUvrCpibKWLwa*DxsrCN zpZvit{u5w;ic`V?e`#M8_@7UnEhv5WcrI7Kna-uajhfnwuZu8MV!sRvhNmE<#cLw zLM0~Y`ivZW1<6b4V(JROqy~jWHs?hfJg(&q>LeZ~05KJpv9#=%BA>m;0DuSWLUH!c;I9#D2w5ywy}=si!``5m5{CJ3XAcq zO362EWkc3{0yq+<*VQE4a{!&ApLG4IgUd`>^6o;`B+}J)H4zv){#SO$vUJMr9vUGB z*pe|ktZE^_?R2mrvzEcl=Cbh(EJcf@Hi({;hfvns4@f-(gEi{ImUskxE?g`^i3r#& zBGef`Hb3w7Z#@_^XGqQh{w?0oN9ke2pz?04^{e=cQCTr-nd{Y0TXXpje6>jy{6K1d zF4-Ypedi;$42hyp7*5iVrc%bv)bb`M%)Y7ZZz95S?%YczQzu}1=lrOk<1wEGk7K~1 zy;gvx*_PT%s~&WkjUAVUj955pEX^BTWQ?m>v;MwQk8>|MUJ%kzWD z=J#*)uuh|6@7~H4%~L^}Rn4WTSQH9F2b6aORGu1}&*H2EUk>LEASCw){=xqE^BEl2 zTvh#iT4Y)juTz*7DV{d4Dyie~cKkzeo~S_)b0(2g2HqA}qgeM)?`hcTOT_b2AG8rx zzBdu*@k9yT6AOI)xCv?1H;^Ooy)$m+c$SZKH%HtdOYRlP6sOiTqrJq1xcX0{hclfR zf*`r~XY%JmB%ABe#t@9N2EtBF9i8rv%QVP{fnW_)y3YGp@b9X@ehua|&obO(S z-&`8o@@XFi$iaW2w>o3n{|+#=*sHG~(Q;_&S*+xJAV2hJxgN#ha*U$TZT2I3B6zde z*mL{bpEpDd5$H7T>%CNwqZ4F3A3*Y+^VobMJD)oi`r*nRcv&U~=`6mbRNKPvm^zhg zLDcO!3M=hTwgIAm)OzZ1eytzy6lJh*+ zynMxVZjKpgsrawf74=gX0&!brNoGi%RPuR+Wk1ZWM2Gpcn1;k5+Is-mg384k<~bI9 zyeVK-O;`p&c?mIBFq8>5`$*K8|cm9|C4{ zyt^B5w}2vm4cfonm_M$eARPStYVjZH0w&57=}ACyFQEc=I`_dOX92I1kGfS192{|1 zd!QKE)7zVx=tvS`*;>f#*(gX$OIt;-5(RuTL1af#QWDs#2`0wJbk5Z}ey?+0w~UlE zE!W<7Jw7qPJ%a(Kjr0rTB+54?WP#Ey@(l?Vt9#HvJ=+!axpeN&fOGi6NfXR6HWCmAb30Ku7)g{)(*iF!3p^jIhDqLE1i4=0XUhte}>-jhAKp6O)&RXa_? zArW5GOr=eU;a3$~A zgvarw<>=bKOq3s6RjJ9ol$)yutu|Nu%Z+US9uq)ntP+b?@DHyd7z=f2YgCy=ew_Y# zi-qFAi?d2N>eilk1>biz(3Vr0=(X9>=t0TKX5FRY(41nXXFI*WgN$6_>(qCG8EjR8 zCx3ZyK>wBcl{&defYwNdI7g0g-hUmn9zCd)&NWpvpzbLccoVc6>!1P|SU=?j6qvLuf#G-CaBu7U|rGsLf>gxQ-pba{n!qQxpU6=6Ryzsu)q5F zztTxUJ?h#91VR(%@eukb6(5S!QM zKVmQ*(|1`BcNOQO(6V68?l7z2KiGYy$2MZw%p2?lWpuMy*_ z@{Vf(D-QkmhqP#A6F=*lc{gc=1NA-d>s0-DGsjTD)IFG+{Y8fWe0aKFOdUS9cv~%^aKhrMkP0HVU_o=|o-WWy z#FYp&{#-Jn);Y?thB>h3=_z+C(fwI^={j5jgQVvguxtzFRaa}PF(cZC-hG(8^cqK6 z8Gq{Qeu`uIZ*3@*kC*?URky5WTH^1a8xUAkU+Xr(1k{6_WmfCYE2xxj#1jES-aulH zaP<~R%Ax>x~KUTs^h0lLu<5~GU~!_sl5^s*j!?E5MO z2ANxFdo?eKIVT*YF4cdh&_VBP&aa5uzFYl8V9VKDVhHJc>bWn(sd-2;nvweHtVJ0^ z_!je(3XeJP^hB|ljOw>Cr$sYQb85Z&RrgK%%?c@HCuyNhj9@u*orBv>IbhU`(+W~C z=;_#XJ>?^`?3Pu{Q@XC)=tK)u0y)>%j5|qUzwP0m*%rLWUf7$*NcJ`kwn_92Yh_-+ z+;V{8;dm`^>N$-WE{?NfXsjpN6y9A0U-MulF1!A4Ck9$qhyyEDIQPbJKMp$d`dy~z z7-TzsOPj0qR^8!Zo=J{2#O=hhl2kA9TE_bTNt$Nt$Zc5{jaF0IQ`E4FRwF;IhGXT)PKr}l0_Z_46s5AUR2D|!z=?)FN zr6-Kpu%SSn4I>!q$jH zg>3Ma*~nGap|}H?XzA+wU6%yBsO0UEDid3R%m-kNCl zAnE6ISacG(0AMo^NctK@R=E)sxO4TM+zfp~(0kyb>US!4qVor8n50%q%}2pL$<<_t z+jEZwoD)SY+N6uVN4gHT1DA33%f3k%Zd>SoQ(dk zq$}jh{4iT&%|MP~ME1^FTF8LI1JE?iSsSPGFth=m^H-b7zC1*fhY;vXzVU1M_^WSP zAf35d4Ylx~IlQV39my@BLm^{K=l`~2;sg6FxL0JLEm$(}eHJ69KC!HV zhs}*?(MQ68yMUBZQP$_vNO+(PzIjUHXvpNuof=9XY|aa=lcuPHf4l9p1kfHPrcMQD zx?y{M{I?AUZxAoCk=H*qd&Yv24Ig`x$4!h~XAy%`=%0PFJL<5zBy{T&x1S5u)3a6G#!ff-a)A?;&^ z#Yy8DmZ?zqOI=9ryf9f}L{t}}r^ecV+k3HL&UO*+$?rK8VHh>Fk0-b9Q9<7l-XyE0F9f`gX)1yM&8 zVN}|D<4Ad*K+;Uz#v4ALS=NU7K#y$wFUAEnJxde2=XD?`8}3G!W&Vcohjj$aL?_6w z&Wkvi_I}VL_UOPgpCX+w6EwkInp*!3*Zw*syco;@0>~$Sl?W2wvK$~~6>HNnU+s^R z^tDjF^v37K1rf^K)0ggsMv{MF7wh~#D%~=Wm`%oXu20@eGh43@`>E+`>q0&1ZG&G< z7LQR+%jtpA4}B)5J{vT1Chwf~4=)ZnX;Yp*ynV!A5cETfw)lWBPD#Oe;B?#W-v|X$ zm@QuM8}OOkjA8FtO4wzP;Y|%+$}J*7Z2N956ZhPW#nWYdV4AcBb)W!mwkBSMao??qg269dS;vz4LGVXvPo^$dl&fez*z6Pp7w%@Mp0j$EN|32HtO1 z!x7|Ce|O`k0mSpgYLZSZ{kj8rj=lZkml2$r@lFLn{U)VFwtcnw z?%q()C}Acf(9RGk`$w>j1lr{&LGp8bu7>ovMKH7UBPt42^5-l-oBC}l3%aI{xDya z8X4Ysk>+((Mc2Dms-W>6;E{u5rj&_9tlyWlBli@0;q5`QFfUe1#QZ5Va&z=d{Q%Q& z|KIu>z@P?nH>5{%n%GWvrFY9RjNX74BzQMo{ShvwgEkyczy-Keir3B()+0S;G@c2% z_*(&E%cSGptaWxr;RT{6F@rrDj|)TPV~x(4;#sadAbu4Dt&eeZ3RN~?QQenI&<*b% z2>qIKZbX?5XRJW7sK#D!tk!<&`Ssrz5V24mG%`da^m9*ffUCNnQ+yNi7*P@eF9`QX za~>4N;o?Yp2i0OPH`*Me!j-$xsI*B~o23!!$xJvPmU>Od&5ad>{-{J2O|AiG7W|?dxEdj#uC;7^)5PWkUv_!M5 zD(QSQ`t(axi4`vmqNXCgCV4WyS@lORG#*ZluA&>DjTd}tj)Cg8<_biNYVOxnvi-Q}J`JX-44s{~?BfOVvM8r~sJ*wQE6E zSf3)(=s;&cEgh8dUg9(NjBY278VPQn9|SvSG2gl$zuB{P>o4Rhm-kxb78|xwGfvB6 zn$gvHUd&uhpI1Gtnp!_=Xk4v@K*yRh7gm)5O#5aaL##jfB2%{XBP^uQ_&e zBX+L&XfW~WHZtfs^2Db%R^rouMrFx;G_Hm8zd*%c!By$` z2>^579@N*nD?4*j41EP@JW{p#$>$o?H>(9hy1gus`V79dhR?gz5AGW<_#SEBxc780 zt#KmUz*;}Q-j}LlHg*_)+iOCGv3`oWbaynIm@Rs^KxBozf$5~wt5UFVG=DKD8qXdP zuC&!Id72;RQZ^qge$e*=(@}g_mph}Dw{F#1(H7bQeT{tK`3~*ap0mbf>sAy?F<*I0 zvUwrGQeoqvwVS+_eL5)A=#Nd8(z_BK`|35jonzgZ0zN7+!{klMq}RGs6>3+fJs2 z9{^9o$%u=nYpa!PwUu^LwY-{}wOO?6qGeTmbqm4?d|6-S!iMLc#@Jbiev-kai3A{r ziy0N-7$m&0QzF8l{((a%%;GBjsM#xS2zbt=im42cL^5+!H((e}ijOc&tbEHWg6Zi#Wvg(#uLg9U9-+#=Vr(`?{FUr{L!O z@RSBi1oY=IjT~ZP=xsuJ3!fdm*jLh1l^g*5rFJYO7NB7R-OMkgU{V#T#5uk7v<1EO z(A7!LYsR@63E&5ht#z>Q~O zA{w_wXuMHZnF^aD*kcO!;itR@jw@fVs$%NN9DTVB`rX=Aiwe;;-B{dT-SHQ?lT0}I zm;P5FQtkWD-8zqAhQCCqOm_%hJG`FXcAHHF@9`gzvpv~CWfKYecHe5Ss~;eJH?ms2 z%0it*eem5qlgxP?JhWMtP}eQUDkHwF5Po?ISy^Y6_ND*GH}hPD=Os#?Tek&3Rd-q} zi&&t|-ZH!nHd}Ha#cAxVEgio@kx6xsJe|UO5yK m+Mufq3;C5t&ICa?kCLAVV19 z$^KQ^1*7LO0y}dQBeoGapo}KBF`{DLvUBlYr~r>AK!@a>hMLG5r-l71M_A+kenW%1 zz1UUiQ^V6SM+C(cKhXc742J$>vT2jXUjtNyvQm`yRrS4r^BJJvfoQf$`5WJ3LW^s2 zQ_z=yhwNFZXU%LF6R^tMuj0XPG#ajq0>yUADQ;5DOei>W1!fVv|6oJQkJUG4u)gsh zy%$>9CUWrX+RowzqU8~Q^BbNVXR_wW^%5v^hBsr_CN~n&>{Et>htnGX((5r`I~YF}BoY-w0qK;TzE@(xjZ@Ux<&tM# zkufLz<!{x z4R&20z#E)>cP5Y6oai;dotwihv^Ibi+By*5$6VN)RipV{>4ByCz#X>uD$L00X<*0? ze@!ijemGCov%P#n8FWStFyi~bOE3Uq32^^Fl0ktB_w&e|^gI7?Y4{>qar+O3@AGHw zC1%XkcoT&AMd*0w{Y7^FGsj5sKxC1tPun5Jj2?q@@Y3GZ`xZpvn52CnQ%e*?$+lY> zj@Pj2PT@0shnQ(coO73_nH2sgK<+qscE2T=5sY1e1Y8Y`@wcm_hUeo(3p63NhahJg z4RW^Xq~DTO$}l;;dBFWcbEiLGxkx3KQa!;~vask~h$*6ReHM0$QaQ~9s^$Nox!!P! z&+*A9_%gL-ixHVqQFj z5t*Hps2R5;RXw^RcNi9U!q_6e!Cqzn4th>w$w!JPTB9Sqi%B|_%%_Ijr%jGsJ3+Rp z6~=yYM7@bp3ERt&)x1|+_;z=+;kwlAL3Q24;hoLhm0kz0>7@4Tw}5~>XOxFo`Z#Wa zTJ~&ld^FLcBG{?;+t$;knHX>zfN}7*lpTuz&f+*CtJD&#?f6WGo0{3dm4$xr%#2q0V)e{hDzk<;NF$$j5uPlt`o>jbOogJytg-ZY; zriXd2s6yCh&2~QmO=j>Ni`=8^t+{tQGV{-X9dZ5T?J!5~Zke06h%y6UT;hBfuMjNh6ZoX2aiHfKOP#<1~J`=$o8>|$Y!^j^E7?2}_%@pYZ> zgIvDu7^$lo7E|;C7pH&P*b6X&OXcLU;D)%xUNGRndET7rCP^$IuyKp1u+EM@h5ZJe z_GzVombr8^qfs-*8EOT? zU>>KIsMAuWVzut{o!o_oe+MOgBOEkU5<4mdhM_np`m(B?2}`?_U2YQ$%Zk4G8Xk1& zAnOSNBz0B4cC!g=#J+75xQGAoe8l?#bn8^=?g^V}^s%}yYai5{lk|MeFas6?|1<4; zg)V~W*7uRM`#>Xq5O;7khK)h>3{DPD6>aJ6Z335@`&xsUubkIdqrZ_TmtyY5or({@ zk})aYsyM`e*7dGnIH1()6qxhRHCM(ncnqF;*tNU^?fPZ!to1~zhvC1@0SbCL)0vU| zj$?5hvBgs)f51EXhwS^z`Y@QQ_Nq*o#GN5xyBH^&@&GCP#XtnF3ab@;!F~x}$#cXR zSqH|$WOm*98Z4^;4Cu6{d+G?DDSVqngJ8J(;aECG=t=X9HhFEhZ5qy9oUS*Nso}O9 zNfX?Q09TMduPv^o7pk&e|C)Bo6n#z9XFKl+!gJWXC*hOZJoRf$&?i+*S}AfTYviA1 zV~pj4k9Ffne$2xB6Y~NlZ0Zv*S)(te2G%wGPZ#hU15xC8P-8cQ*+Du&%a;G$^=3~k zE%*y_myE!dsfzI0F})VYQBxt5jR!V8LWtx{A8z!qzX~%&ZrI9SP%% z*>lXUi02zNGNSb4iCE~r9-Hq5X~lXlMkwm2JaE{2wf$%Gq!VWv`L z!DBJ?Q(8cb%X?2(-khjl4Wm7?!#d9Xbf0AyEdhE*2@KFTgNaf*1FyV7&s6+2?Bbb9(#y&Bp_qs28LsGhIj%JgYqsd zUHRVai#_?pB8GvRTfC2M3%0jadzaNd4F;d+lqDX1Vkpv37Qti;$s)JZz$^-+yoC5y z)IG#h5r06btt(E>cbQNYBw#EDf3E_oD`S@Lc0Dbivpa1yBXu@tcIEUs4I}gAivh0n zwB#2V3w`WMTBIcRNH2Uua&fe?xI_XdHV-G(J{6 z`*NyXy?#|?NGNwEUsReaK}tZhJx~IHh!9h4n-=$G_(#j=oYD2+$Vz9vy{#%fWvbEq zPSwUjh5XHP!^ae->hoTzK?O{kz(GdX2MTs&48J4RxPmz`?b^w~h8T zw0oP#_KJsQFdELH5Dtk@eHZ85bKPE3^>1tM5fBS~>zh zIcp3IS&!oj81wBezUOyG@9`fGZK8M;&=m-OqJ&2Sn|6;Agvph4RbDdqO{{%#$9p^{ z#CqdrT^ChEMKs4bcNv(=oT@l5(51vwME6bZ0k{k}ICV1cpS=QeW+@S0!Q72Fon?zK z2`xE1_^yE!A7efAxbqtihe}FfaeNJIuvl3VlVrJh=$EumVs;nOPIkMU^-yFhBUV+g zCTc#wvsPu`AfKW1Iz_EL7AGS)oj(zZj=bLd>8ho@9qd_$rZ@3Q{>Rv!ZG)Xb&qmI( z{b2K{Bp@~5qpT(@U))L5rjAMR1!mL9MMZG#Q3eUuHLr+TSy(ID_La-rPWnzv)@JI? z9T+b#hbQs!p3v^uHM5^=w8i~MI;2i^`TkCYhzC=R2oX1+;wmNrLFe{-B48cjU@yqF zhEzp1_1Ue)AtK`DCN;I>_G*#+ak%Wd!9e>VRV2ygr#3;)dtQre+;a|BjMIEbsOBv48p*^OA^T(YhV9Z) zn;HuKp2y1ZakEd=o9)`(s>qO=lkIK4N=x^_^n5{ny_X@ox-7`Q{ywG~Ib{4hnh8S) z<{}K0V1CHDkANj5d?v^EU;vL;mbcNedtS=O=yoP?Vl1vhC)H$YC1`(a{ZS@vaM>GzqZkhZ-ZIFV8=dkc?-( zVi)j}ay)+~--rY|K>_uDJ3yF_vWjgFTI$GrdgiOavsxqV^pmj#YZ3W8)2Q%$LnM87Syu`L#%v?Qvo9x6y8 z>z^KWI$kn{J}bwU9n7i#0|LPTH2&KGBEbRFGrTxxDR^D4yk>SE5uJ|w>_OwCg$#dq zQ*6fp69oGP0S4C}L$j~y-^0b-eU8*N`X*dR*{y`f?l#%ar`qAmr^ty$yz9BAnqpPe zXnLoSSVIfR^&h(PFEgYCD+3uuocy4^MR5M#=uZ=g2WM*6i>N2JRufWi^wblIgj~VV z(18iqzsHIzj{H*`95zJxTTpW0$(RZX@mjWe|^e+Hvc3w3};s+|MGdaRaMj z&8;6NvZL`hI5(%S+n8tA*OGg4@V07@;0hRm&7U!1@N>JG;@BQLU2@bdBnKi~s3F1m zZ^5xvkvd?ii3GvH?7ctoU4=&lWQgKfA6woLVJkh+PnmV!dP75%-NbHd;7UDK77lG4 z=OVSDzz=x?8pwfvOznadQ`Owchj1^6Yt8e6|jY$q8 zF}V7gnt41gTh)53HhzqF61b(jtfL>D4fT4>g0{z|sSP>Tn}-cY`RH(PV|Prf1?I^i zfyn=`y_v{}SM96oYzH{pX-WGksuSJ!n@Pbrw&=2qan+hdq*B2>+?6>k7P`@tycx(o z;IDta1HwjlR$ToyvVvM=&oxW?D?fBJ9~-sG_d^SQb-Gom3U=yRO?cOhHC%IL2aC_^ z_!$C|5R`F%O<4do1y1-ZAW1ix8`xUWf7n`~tAH?IHh=(bt4a;d4f%>*u^5IHnke^` zg+M<|{B&I)CiCl0Be9!+M96oCHYulUzO8`c2V;oUMVWI`((0Boy*wMsm)uJw4a|$( znZKX()H4F@OqFQx+U>uJ*y<011MoTv;-9434E{Kr|4*P9|9YiFMEC$FKN-cL@)dT* z8=s%&Q+j%lp^fzqRQ!rqAj2}9Z8v6X38^D{ z>dN59-rHhQ`?qgHKKgAd5&PF8@x#VJQaHQt3 zI=UXdE;VjR*Esh);I%Z|->!P^KC+*& zj-sTmNy|Pr{*JGuYD=l4xX;X1S;br-6C|ZK=f-KN1PLcfsk>`IM>`>MRYfEoEU}q= zimxi*#l&rVeiNX^b@kQjE`G_*SV7VJm;&x^u{xse`il+f|i2wM@US z9sJ=@p}(CCTBPt7BYof9B9v}EHo-I71%E4|QX+zDpQ2k?`}y|KiR@->^VfR-{?tGQ z^Inh8mzj_w;{&sUj2O|LeW;Ya(8#+QZ$)&wq54(Bg9z)Gq;OA@lsGM;xv~Hiy!Xqg z-@5Sseq)*&VGj{2&5ODnB1L(lPnRDiCT`cp3LJDAwGG=wwQ@>Q(td77y9?Fcw0#1o zge5NH7^Us_?h=qVWCFje>@p@kPFlCk`6hKS6#?_&&xK`;*siN>XSdg{PQ~61zT9vjw$R&%V09_UTmMFFW|J+O zp#^q;LpgY!IeWMn%UXHdA(7?dfinh+VhVWgV9^!PWy><$OcGUAe1o4W>`H@_=}Q;hVIQt{M$F5%Wp7BCHy9~s%qv6u)Te*9fW31 zSN3Nk+gH!;1h7)UjZ*yg8^81A3}Ln1e0_LuXEN?&;H?aXy!_cJ__7-9qreTaQrt8P zN&on~)E05%JQLnKIK(_H0*4G-lgO)gC{R-V%l7O!0Vp$3({8Hff`9{1M^?d`l)Ewp zF@sDjUk(c3MrFc!oU}-8E|2>A%g1_mDt(lIhbw^ja^N7P@BL+C;5ZoI&F`8|Njc+W zt93RvAMVa( z^l_LWF*PYAt*(AglY_1|VF|F#3x@{R>(I@*c3Orj^N?*6;kn#dBd3Gegq6O*va#OC zh#}zEuA#p`k2u?3VtD5{H97q1&9HMj0T8s+ha^C>T$?!9^M6i${ixv~L90N3+XG)9 z0DS6GF;{(wtRwla0j^N0g=z2BuB5%*VD-1fmmS~|)2sLEHQwI%UR>=S2;VmYgV+D~ zEW!W%wbSmOA>aa6EYEr@uc8yR5aN8_{LUyBxZy}l%z)vrmhT=!f(pJSsx7yXVdr0i zfG(MxQb|>0%Q8NIzXR;upZ`ztw7)GE9Gok02sG>7{SaYCkKK||!E={|?|Q@Qk9u=V z`u;$<;PMIoHt@jkeFtjv`+UM}2!EMhV458NFv`DvO1>QMSDXZN7XW=&dhFK+bN~N6 z!SA2Ig}nOPy21JLq60MW`yFywVBVW%%dEKLjbm5|b72Dw|&_EgUb|xlQY^Y^)}dbi3}+cdU`u z_r4HWwgA@>1zW)I`-6qSKSXYVtR9lxy1XK1vPULiqGo$+m(%HaV6NhV7^@cG{w?Uv ze>+zjCLR9W?&Yo=lS6KC;%d*DAya{2sfWAlq#SVb!Z;vsfW5)*zw^fpV7-2*hH;8T z)I^b8KGpzEw$v$p2Y4&^|8=lG?KHW||2hN!oW3x?xdCF7|8lXfL;iHCf!{zR_g{~M z&^CI}C?bFN!)qGU|MsAiZ!VrdB!g>pqA@pNks_X14EMw%^<=cZDx+JaY67<9Q~Q+sLTckDrep z);Aatd6RWJ933Z4Ku2UQ_*D4ECWG6Jj;);)aTvPv+q~COC1np-af8rPp8hw{4|znX zA|H9dVwxkg?8n4)ZD?yp?Ka1VE=U~}$=x#m(s&vB#C`il^6mUA)2uI|2dO6E9X{oTfIX_5@S0=D5Onsd9iYN^pcWW ztK32 z&5#3cu|578nKT3X;RP(I8+*E((4F>by-2GZA|I1h7KxU@$nzXWp@-!QIOPj?ueXg#z8NO)t19Q%yy=XD7OcC64p&M}8k*{iIEl40 z^|Sf%H>l?JbFIDE-J-0XGXutFBBXYYs3=*In=8t6BV~c3hEd{3W9{UL^JR5ick}9= zmSLYvgE%Lf`z<8ox(Ql#qiEYW1SEjYE`jHgg=(_YQGgo4Z>6a9Bxif-iJ~7J`Vsz& zZs=KN3X-i^T~%-S|7oFksUaQuRvU>k4me1eY%M#6lTHyvgcmodxK7RYg)dqWzu^rS)J}4+7?B*Nox9G zWDX-tz>kyb0wy7<*ydTbdiIz^es({k8%9J>p~qq2+aHGMH^g1)?P?xj?{#ld+QidM zvh-B+TeeydFCI8c%J?3K@|;Cr$?z-@es}wLs@?m4+fYUmYg4RKs`9E}p0iJ9*5!^e zs~&5gm6{9au&D_sSrpCsIG1;6s=1d>JFeT3M6Exncm{uP>Cws6OChY-*e#)~i*`)Q z$q~O`GTk4oyv3d}BJ9n|n6YIl^z=tH%wV`5rm;{nxv z?xWs_XC1nQM7M*rBG)B0HX#4{w+{;J%2CT#v{T5=$vK9l?%{$`!P@#g!PplW9+FB$ zd+O@y#6rH_Gt@D$v4fdHr7sGjug(Yk5-_fFq6LRX0M00ZSKPIAaC`eyfkdaoxF2e|)2WZicL#}CjJ}Wt3%bQKvao)Iwq54spU)i+6dc#o z9PPvD_$g%-i5MUhDVjvQ((NAK{aq%n>>y|=a3-SM_gVcrWg^V1DF(_|hR{`+(_%P>Fl*JPPcECodC>wV+Ladllb@bX*Ek3n zw**m1MQt>UQEdez)q}kazGg(+_M@>j!JuVW?Di+a;i#HYB=Iw+o2zpf8JQ1ms=}{> zt!=Lr3Q@-lM!U1;$ET}o4i65FuD3aVioXt7Vhe+oFJPzMkfWnMUB190VYdjuzG0&( za2WR!-;#dsQbUo`;k&o2K03J*ukVKCMyG32_00!rhG4J~~n@;ZDZf{5aZ`VB)`-Kh3mw?o%N z<1mK5k0g53~(Voh0sEB)331wyd%Wi3L1AfjJ%(&%I85KxrF5 zB4y<%A zN{mA=>sIbg<8xPBXjW{AwW+MEJm%orf+VG+r7`VM3J4e|RVw4RjdqgxrIk|9*-d}) z0Gl9&&H}Tp_M`nq7f4@}H0;*jLAYl-|5-;!Hc~`@t>h)>B0gFn1Th&Vt3D}f)%%d! zrb&+m9zmIvy@#uHl9u|WUx&O+qc+R$zlo?{nt-TVSwvk|Q#8;BF-0kHz@HmVGRiiy z(fAX3jnUj$V&Q-c;{CvRq4fyAxipbgYP@zpvLlbsX^$mR!yr0}6VEJfh7}$K3AOID z#oo~*Y|4LS=g09IE$5lkWaTAhiMp`Iz{3*l)OsF`JOaeo~+;(Trhos1M<{C~7 z+~@N0hFNG8)4oNkp4RTxZ?D{q)%ch{rNZ4ldb!tZWH@%TIdaT_f<+6F1tN+cV~k2j zP7w-4)mW@Db+w%=3sBO%bR1d=y@%Cm4r(Of$3pmCULk$$9fWxus002#6T_CjQ+_Aw zm@Y{5byvxVIDZq;*mJgb(<>6|-0F79SB zv40Ywo2;y?Zk2VO;Cs*lyPcfohz08&Cr?zP2KNBTgU5^mSBgr&79=oG&0#Zc+Y)rY zuCDH4;5hJt0un_gWH>JhCQu)L(p{RZbJmX#v07+?t$)zaLGf2MW{t03sJGmU*!u1Z zcAc2N>;hJU0jWv46-y16px*cFUGrHcK--57-l5f5^rvJ9c=gx{swwpk4o*~zaS~=F zd7k|=j`9Qo{*iX#0TaY+Z{FY*UV+PYQka?_G+2XS_q}OtV63h8)tTe9Hk^K7`zRKb zU8^7rLjTWdlg2-oeK813f*9ZX7oR>evZXp&idwPh$??VHhU z0kmyv3q*-_^89wTh&OpNA5wb^?PeDz)EsKU;+7=4jHvSSyjz<7;VjYA<*6kj3G-e! z!I@Z3>eM;qF%3f$QhS8#KkrNK9aM)WJrH)y0?c9adY}TS)2K;Uh28EFwgz*1vmV3^!$SWVEIMMws@?_~BDJ$-Fu#;r%ht`Ya>Amewn<gg5}&h<^e^`K#M~C(%SHe3?X9{Ljs$ zj{7bss;YUZ*?Mwbat}!w>FyyhMBFuDUkk}Sq1;8{Bt5|YhiRxaVZg${$yu*N0N1xU zR+Pvzd^+z{YTlc0um`rsY@Gv zLHqft6^&cJq%2@wr@`%sQCXsS5wN13M;j_lg<#~zW;fneT#_fyl1l84A~IWgQZW0e z|H<;bZ!Mv}r{zJ!5#cttXfT;UcK$|=r7;&=G^Sc>3)pqA`s9qCF{-rjB&BbmP@{-f z@ENYjmigC)BnFk^(cIj}0t9fe@7mO}KY!K-Wl2~&wr$IHHS z)m6ZAhoo7mB>1SfMDW8hL@OO(qgW=F#Q;3v?=dgE=;#MXy-wa1np`fu(h=h0({^Da zE+4rG{Uf|{Uawovi0!TKPv_H8ayI|o5$OaLYw&GZ!39OPwYA~WfN2|^x>c|_D6RqB z8GGZ!sot3lE}I86&DVBdmnf!osF zs$*2U%X$nOOM^i+UuB~uDftHfxFs|u2Alr=H%D1Hh04J@Jst-u-RXSpssqc*CIVAL zIyyQoQ^3-?U`7kJF+4SHLDb1OBKYP9ye#dlTy5uwX$vF7;>C**gT1NBbzo&Yb>rz6 z7-Z$-VwHAUf>AsxxF0-tFg!A{Nqz)B+JupP=U}&CuP3n(;F|4;(uvq7Z5tq;{$_~zTyfl22C@GfUIc)kRUh->3n%Y!y`k4sE70aX+e1`Xv=;$CA+voQSx zos3u-g_s&JtQJY2ct99$IsgI5OoZf_QxKD|z*~eRY_-9(XRXonw6szR2j~O_2jp#F zPUo@N3u|5Z)ds4TVR|$Td1`PX!Ma{BRSLM{(al8^NRxjCF{)>JfyOG8dgmjE0~af6 zd5;$5hwW#terEAYA8+5O= zWR4CZZ=r2=e<2#>UXTCY(qPh?!fA7Jkl5Ts#m8#-E$isW#b*$6s>XrLhS|`w6s!;- z;dA@wO%Y#veKM2CVpOuHNw7QdD%W{^fb)ZfS3X4;^k_jM9B-ff?Cg8=F(CglLuhDe zF^IT60yFCUGV|GOg~LLVk@tSE9FibCz04c$G=7hYt6)Q;3)Iom(2}e2PSVOA{!e>f z0uVg*RWdgT_7<9NxdvM!VVjw}&wlDTG{#3SvWqDUA2S)$e|lhufDf>Uebc#x$Ac#P z492Tzn^KJd`{;(G3vhzomf25Mu^Ete@87e6wN7piWedi=PNrUfsjl>g-)z`tA9Hb4 zAI#rlX*`PI9}2~x4SI(6{cuod9bzD=6zO~ZqjKC6W81xSF?u*KoL z);Ft9kkFX{GvMjG55bVeIJkB3KyA8}fbR!tbn zwHtP7DF!Eb>J$V56D1jBR|=4IZ-b=jU2;gz%-f`%&zHLm6l6t{wDU2d84{KVaAd%B?xvj5H-Uo@ID^0Dm5=es+e&OS>1#0z}ttJ;?MW@8m zjTW#KD=RrzklphTjO4Io>7xQFvw0W2zIUqf#b$f$;Q(KAlO|5ZIuvu(K~uEj$ua(9 zfrWkDYJ!%L&oP*Ebb+3j#UP4DuQy$!Sxjl8#)mFoUh%21sB(XQe>A7u5MvDCXt{3i z3PKw2`EgWivuP)KJzq)OW9~VZ5ysNblsj(jbQri)xWV-egFnWPwQ@4f5F5$bPtJJ0%@hSmh8B7hVOe+EGZrb+ZP7~^B;(yJS+ot*z_z!+|o5N z+(cgSlitOSmFv}n>}rwl^w{Tm?eFp1APYthP>9F>gzdWpq!X~EmUt|399-I<5(}`}?+)6eJ`KK#-J_MnyniC`OV5t;za(T+TW*v0ZpZHammeT`x z$$genJ<1q9RBX`j=u=T8{IoW7qJ>UD+29G<1^{V*$aM(9rhT@g&ThY$^gEmqaGPoL z!)ylh?lxxR=V9aIr`J6=Q#RyOOhz?CmOk~8r2Fd-8 z1j83_kx}%_qb-=47eQ?FB(}tgppq_aG_V}1b*R+_D>JQiThsQ6P?FsKaYa>|S1{n* zH{M`7Q9KOm^>QgCZGaA+hdNCYb@~uP#w>|^#1DJ(_ozdrAS;TLC zN`}YFdoZ`&PR?70((n%Qe%g?**rN1jjhgji{49%F)kE<{ae% z*qp>f(t`lY(m(QyC&{Is;BvEaQUu?uSAJS{2S(g+Pu~7ttEG_KxQov(#*2ae9Z%MZ z!SC(%@VU^PG_xbhp3Dk%+#5&|4mo)Vww7Utv!yZMsUq`p{b_j&Dhqc1V3yN-!XxI1 zaXwl`q$9>YJR9J+4F20Us@h6$8{-%4Q{N-UijXrf)U14|zItejfFwrG{s0#wS5#5= z&*z#B<||D(?+{! zkVCeK@MuAmskgxlW`tT{v`2S*_WGU@ga*{l`lI;kLsN^9$lrh9eIp8RkBo7m{W1SK9JKhb?{4*>Il zh9M$p??=I%MWdTnFN6D1AkrUd34mj4GJa&Px8W+_Ow6j#lm$Que51g}oz3?Ksp4Bt zQ_xau_TTQA?5r%zjQsMhSJt{Qm(03qEQ{}_E>pBH-DV$$*J#Tm+7Zj9AV1gGk}jI*Mkt6(y_xH6%T@e~afiI*kFvjG(*yE=+%c+b1Dj84 zBpbmjwK5G(FmAYR?F;04bV!?^?}F;5+NWTI*bG782Fn5i1HtOp`_>sto`V_B_xXoh zaw^sAWl_qnPc5|gV~v^Lf;BD70kmX{qCX^tc-Feo6jf9#4c>yJ>+Nj0G?32cGIS#s zorz9Rx?%b=wv3cX97dmr$&8j!`rcUuP$XAzHzR%k&aCHUa)#66?Ag1pApfdh9Rge1@hpl6x|tzDvRZ zAUIC?nL*pqoojzeskt_wBR8lZ|n@CD>0_` zwZ;3S&hM_Kw>aLRfy(^-<06o@IOA%(c|Mp5*9XS{@55~|tNpP4edDfq^|}J)FZx`0 z#fsEWuSN3@^a{1t#Hk3;qV zlTfq-jG2>Z1pgPe`M-2@1&ex%|5fTYW}KyOr^KaVm~KO-fW%A%!~BVr+YAqKO?910 zDn0uQ>dB43^19bxSEF~?4P?^+0h?UCZ(Q|usyokxZapD7It$MY`k*0~gin}aMF?ae zs04#T{qpoz1qn)v!D>lhtKJpaomh2r z3hWoy_SoQai1xyP?Ym@wU=p(*EqN}U_9h-gJW6c!jpWa$=~sCVZhuAgCoIN zDI8)AjC%#X!-81mxKF8_lBJ*h69p{0FAheIX}q@`xegQkURF3i!~&}QXvurk3xfqj>O}6TCXmL_uWFUg`#Y_i- z77dvE*gqdiEtQzv6NXQUjJ-I38XKooj@VaCA(ma*>C4~4dq79&T=zOqp9sxUXrDqv zAgMs^a$<@!V&H3OR{iNRYHlcH*4yZqLKh-X1u~aiK2HBz(T#jA2OS_fO%n~8_ko<*K zVwyIc_PUVy$1quee=NStf_n7p(eky+@4?FI@|({qKPjj7e#ngp&G~ux^B=3#Y?dDN zwPq$6e?uOAo^IZ3qO7S}xALTKu8h3=;!!c%k6#!H3L_IvK%eXQSv6H$k2e2Nc_hzO zfu%w>W%U=-&@TOXcFPU5A!@LDYwM$M{T}$}x?H)H6XMA(;GY7~;2uzLHt^@q9{})Qs3CdZNTM+`pfukiGHq z`t%TS0Jx+$=CN&k)mm2X_ci-S+Sl0gRl<^YsIi^xyuAN+YkV^o1dp8)!xFr z4VS2gah`Drlcl?CX{BCz(I7ZsEaGyqZ{z;Yv{MI@_F=`%29p-k17CNRX507Ic@RV{ zSlMFaJ zsiNAKpA3iB?xdLZCh)7yuo{VQRbwVbVq`7At%hB709Xx2Be##e3&J0edemUpV!MN- zK2}XShiGv|0!ro0uYt)n*jSavkTRxZ)zx0xnm@G&FsTBvpnpz9xc_P^PvdNPZd+n2 zd%|*ZxOES{F&1f>?hiVG!hueSNk{k9Avv}3AM;Oyc4VocC}&5CFjg2j6)kPP!Zt5L z6PxGNuEkGi{d#Boj~f?EPIt9HE@%^NsWo1ip&#Ayp@3TVCTJYrJ=oR{ zeW1a_A6q~=twV&Tw_~l5JuGVI1%MR1M2MCX%Z~1u2n1{N^Ci%p+%9M&2vhWyU36UB zQe$I74j6uu6ltRq;A{7a=U=8IprxZgsN=ihGoHTxlC5{eq&z`MEd@{K?I3$LS->dn z`YQGQqF@^Vv`9Q)l`dL=PvZtFmv%v99h7NPK>8hoA~B2vrXoKS+H&Kb@1Ww{@Q{#s zIF4;xE4B@m?&Wm>Ba+?0_GeCi!yaUia0f$$vxId?5*rP>LNdqh0|f^)xPJ*e0R-eMWo1~zi+jTNI&hURbR?>3xtA+eGCRty;l2~QoEtqn?E zzmKD*re=#-DN7}BHq|!SmzxBr362GsEn?J;)v*2|!Oh&H5T>3=#tHE9*i-j4oXVNh z?VFMBodB|~?l(7=5EKy+Uw4`!O9Y0jG;uej#!{F@b%9zhy^K*B^bO6ee>Heb3FEI? zjd-H(-SJ}JQ?1Jha4~=B%m=g@F5`>T?SFb?2a-Z^jGqVy-Gs=A1tix<;vLiIa|Uh(o;2A zUTlqg`}VEGy5%tyG;Cq26fZhXNef0*x8vPK zfv=7pUyQ09pQjQm*Jd4;*K-ccX{9Ovuwpod8o4_gMU>PL+=cur`?SPW}a)2X1kKU|)gub#`XV?|r|X1$Y8gqJ5%VY(2OO z30CA@34f!&_Uvi@UenhLqG{@B&XcC`lIRRGG+xynS1^{N7_-uDIh7n2CqILtFYM=> zy_zd-#`$w+w(!9b<~IWvh)f#1g=wX!FE_jgpxPYCfXv_e+Tz0}O*qsmJS;EX*xLr= zje?+sr6pca;R^*T1_LPJ&vmylD??R(+Vcv_!kT_5_YWrk{LVtlkfRBmBYimOGEr$i zU(3tJ7HIrn6M6=icWvr|$mT!rao?9e!ld1rs;;%*JRRee0VVw8ZRZftK%A|A`cgMb_!o}(gLNSp$^SJAeosDKGy>$}!N@D1;gHbT@wXRr= z3GR(|usxR+3fIerL~SXfR&>p|!6-oD#4F$AM%#N*E|^D1A#!&imIBV-S;IgBJV8dK zRzl`|HSYSyrSEL8ypKd`G8IND&qU%+ieqO722pZ16(O;M%S~Q;R%bfb;5DPcB~0*k zpyYk{`AG;WEYwo{aG$E?R@R)R>&&EXX>okeUliT!fq~hc+uTZiJ2xaC)1RNf%#yNY z?Bx1w)VCq%xKhthhQ{ZffYnM_T2hrF>!FB0c}Uv-=`B4*!&3p}5Y47MI(oCVL>XxY zx3PJw_b5H!yk?&~l48^HJf8>iF{8X^zQCvsXZiI;w<7zTp!QE5J#B6I1Ca)q-TSV_ z@x!Q3I*`8JURUzla@s;h%is>W%3?DN zI3tYTPX%Yg_MWFK(LMRjH;_!i=~7!V7ky^|Ts8s{vmRx}YiIOE3t+%cTX6^HoNW}f zF>EMMJH1hp$y!Y_14?(COQGmpiEl*Y^z3mE!?;nz#i>wZGm_( ztyEWSI!GWF8~ln;0AmPBQ?UVHAaJP5ZCbat&bB2!=~3&xcmj_kgJ4zKac%wIL`f+ z%ueTO=*xl!5r!pNbyF88$X5?ALH`riP}m;(8U4j3IGz&$5X1&tRZ;gKyCk^Q;2)pz z23J5wV6)?T`hiO^kBwyI!$gHG`=0K|JS$40J6B9|>K!sEYK})|=EViodzR*h0BMtPz1AoocmXfG z6wZkt%7q4i!aZ7a^`|E-ba-f}Q`1Z#E|{^WXe(oTNSUufI7<181z-pHaOy7L<6>Sk zrHH%1R|Ye2DS+y|MPH{8otCCbBfuw@IRvU~TL`UzpMpcr8JeMFa7+;m<` zD6(Xq>QbPWuO?UZdn(rTV6GL$d^`@ALYwb5sG&8`B`FU2L#7o|J(D)heOp~fF6}e5 ze6RZmdZg4gbzEjOuNj&?hj)cjX}@;+G&7J&`^*wBmO3#)7`eR3Wo@+bLz|fPBdE=< ztUv-=C73{|5&_8oL?_nOeZz=Be%QP9C6{|ZU=?4RSEl27us)_A9SicQBb1txdz zvfHk<0t7_zTjx^qKmIbOzMy1VN{zABn{krYXBD^Sdahot1JIzGPN++X1Uq=VyR3q? z>igg@45u#I-7swlRJ@uRr(kc2Xh2= zU)H(+0TCw)W7g@p#vD!W>0Re5@1QZBl-g`+2@UFrN?HwWpWee6^+$FwzbSk^Z8YPv z=s~Pgd}9;G%h@X0`H8J&b4m&i+aw-4enkPbQ3@685KV?BN@89eugKrvxcAmY*bhTv zY$$tb1+e{x0eRQ^rwnGVhM+9&d(r*;v9`ItHDhv?Y56)30-U&C4)h5pB1{&^MGDA&0?zL z9CY`$yvG2S_>Sh`8*o<7`;qncU!#mGT4XypbBlM)L$x4ArDlPJN`)^{H^DIwdxg*5 ziUJITY*d}aTC*h*R;4#L_KCs`1#>Skl;_vlI35@GEkG*gmfaXIf@rbx*R{?Jsk5O$ z&uELvJg~()X#!C0uNYhAAk=mLru6xT)1LETNhSkwkVXERJo?`UqwQwtX0s`_Ge$CFZlJP%yFn1)GnN zj@{8A(1X66s_jdcnGxZvMsgoVDrT}LgLcx{)-*K)6^sHGo!`fye{N;QG=nj*0*tDg zb;$fw8<+AG;yL;OqxW}|dX$7q3NJIs^9%FwMch+YC$J&iH(v_3!QxKpL$M``fZUEz zaMXMbfRP4u7_8OO)<`abmMqT$qP%-q!RqZ;SuS)-?!^|f!WDP=Bxpn%#sF}hzg~~_ ze|P`42L&Af}cC36>0V2yfH*BUP@9>R z!XSqhKT|6=2bE5sNrWTjqZ#SlC(q8NZf&}2G-R@sCMc19inCzj0o|}@^yAlBa>7gnY)izVhHaiysP>H1D(ya>Di$S2d}^9XRu3}E`L^Xh3Qj> zBty;M+S=M?W)JCjU^`{d=pU;x^!laCtW^|K zyLvdc@&>9%nps&qK$U*Gqdi1LrI!FLzRlpzMn=w`eJ?pA^xNWHsOQr&?N-A~TDMpK z=_Y=)!c2?M?fL&eQbbFg4~lmlBG4gFb%m|3>}mJ8Yyri0A>&=`oP0n?6e%gJ={MsX zn^;G!jaP7OsKy-w<`W3YjHPcH-6GsWF*FYgZ2`$iEni|xHf47T?|1^e)-UUWM+>V# zpy6>LpRx}B2qR!3tq^dj$6AnF*6=Y@)>jnZ>tWEXnq_9M@>T$WV%0I(SD-N3$MJ87XZc2+|E&VBCNIw7*VyF<}9h8tM9v^!wic8CGRxim9%b1)rFwy zc_Ri|-Z?BC?abH53tu%tp3%F}D1_k`Ri8l`I>9(s9qd)TE0DztN<>d?aCTYt5Hs#r zNG2Q4=c2cy05e|FF(T~`#u6QWsLNqz~wmY9VS>XOs`8 zl$o?Bb$HUk)u-&6X6SgYB1S%#3mH1N2M8H5n)qpsqC0 z;Jq##7JP?eyAMdIlwQfQV`o8o9z|z2-wA?=pfxDk!dQ5Ie!2y&&!Sln*X_G7UOMAX zeO3k^sAk#0qhkT(UHQ&_85XDkF#?S|BulV%BnvxR20pw})kfJ^mQ^e4gBE0ML4#R{ zUg&x@&!nJ}N2bzIonyCQL>r9#7AMCh`0t}z>k?``cgzyYZH5uv64p1!U9mJzwA(QB z*cQ94&QA6D)baLRwqXr~K1(f>JjKVmvS%ONp6ND?ZU<^f(ejumC@>?flrU%Bv;&%f ztdlyppN3nGj6SiQ+l2e{%cEA9o75>hSZcE*!5fIL$*Vpxacs&vgR$Ra8_?c)v?M(5>!0f)wZe#RA znj=%333ha=mL$KgyIa59iqy{%^yO^kSexdTqiq;~1pwuZE6A5XV&}TtpPGu$t8Nm! zfI=Tgn!#D394jdL51Wn6&2mF6eC!HF*99wnw13w0v_L*y71LfP4S#1s#d!O13s5Z3 znF+=YA!dTJi|OR7Z>C>jA^dn&dTx!?m;67!*`{tAEVGyP;YXa!x|KS=8#pLtmvFYo z7f>pm+9{F-fT!hO+QpG2Js)}<(jOD)-{_6X?Q7)gmI0Jkx{bP?xteBt;*G6~QA8j8 ziJQ0I1<;84ZG|5`e0U5+Y|~vlD1$^Ej4)J-UrSXrJDQH)>?Kep7WUQy$p~-l#M?R^ z5fSYkkgbKx+esQ}1y=3bC}^N{9$TA&DsS;`ZKr6)qq0kG1K&bI5%A`#F|ik4{zsu4|Gv$sI=ypGFjv)+^pOLz zbdx+2N+s3wd`b?IDril%MM(+z&{K?>)`+W)o?$DDtjdy9%r?ZEOSnOdXtw`)&iB*tubMd0d*C23q)jy`W^dUu3WdnU+BBiqJ7OX12!B zyk63emsaG18hi2v*;ls#gu)`LD+k}oL#_mBT=?ZPWR;f;J!}o^*;y(}v(vm|#@Vp3 zKh)i#Kk{WM)(}+|91=3D`LWr)RM;?-I=pgY;qm7Lc$?AxHHKKljR&(25w#3*!dJ&O z8HKRcPkEzjiy0SRtO+^4RL|=&MLXU7eo&;ruf^qVkOCeJ75vrc|K87Al;2OgEqJpT zdYB27{!uxS65ByRiF+W7NoEsFZs4p0QmD_|j1#m2t9lZpuB)1fCU>T*EebL-?KPS_ zRQfIWV?$jC9tL2nHVuETuCQb9U@e?zuvT{$2+ne?3GzVvz5b;vwxw&IN$5=^c23Jw zN9Qh>!H-b_3k`O&djLfwe0maeA;&#zEmD2BMr{59eKV*GSPl(=Nh|0W5mkHM)b=y4 zwT7qJVP48%@M?D`3i;*BT{9O~b6L-6=Z~F7Uo_sym&|CI6UL?vgR8f6jMV;TcTJF} zH2W6>JgNt}y9&2W*5?3w^TGpXMw#23qNt%Z7?TRw&G@m_CqKcck!=~d-RWQx7Gt{l z{RtMm40h~K9px6-wwVSZ*yk111X1DthC0BQtZ}X%fVD>bT-9NTh`eOp zInZ(zPNB^odjmyS9ac~#V!={D#a=lKdfb{cmk{yt_y=3qa25_IA9z1P0!RO<*RI689W~rfpV?lfu%tRgF^~6y97OOz|37HD% zhCZ4CUHgf-V_VzV!YA6ik32wb#TeX2Z^$k!ZJbOpo+U@@J#(F$`40fFH20LS%Brel zbqmdGh{m0Eh7^;bS~pwx2=Y8Tmb+D zru11qB}p}1&K&5kcy*of9_z}>o6MK&NE2Am4-iTP!*DH3P3Sly3D=~@BNiyJ91D<{ z;B?<`!XNn1g>Nw#bH)}p**4W7+FuM#6oaL&wsE0(ya%CoZrdzY$k(Bg#q+7h=@V zO%j<0U#8UHJ+kCdt#w~MLH(9lFS0#!1y^iR{7CGlzo|iu5TGg0)mQEROadK2vSX-H z7J%oy%LF8T(pN;dNwf2@hM+FgVQE(Hg?o~2L(9v`_7}RVgHXQ7nPyy4pEV$sDl4mb z>A2|TS0JS`>nXNJrdhp6y;SxYi@l#x68G*RC=)F~GrB%iR|OrFqRt0+z&|6rF-8`K ztpF|4V@cBNK`tMB9&R-ZLTUdiOahRc7O8)JUf>5>jU1ZaQI(bE7{H~nLA#_)S%SGC zn;*s67>e(i;ek4PaZ7r@>G|ZX_yjb4m6(_qT+7brC}G<^A0L%g7EonDgTrPGf& zI7A(PzcVC@F`j2|sE-=3#7-RPk<$ykQZ5VpvTe)t)j5Z8;y6kh<1{$_ZVl|u;sni; zF)ODFJgq(A-hkjgzE)Q$gb%LYklUuz%Si%45v?nRwxz!X1O<c)ljY@@d{3Sjh;V@WH6Cwv)g7IC&mPv(`f4aQA2HYdmxQuXEb{71mEe zI`!GQ_egDSk7_#oj7;~Kv4(8tzQ_)U@iB^)Im=o}c*SH2F$%M>d+ba8-;m)%2@N!J zqy+TluqLS6BD0;kr1Zky%-`wJ_M7t)fUMaqkzHxheZpSA8pz%at>Bb)Ug30t^2&3i zH5cewbb-18#Oh!y5Q+wwY=6BVV%lTI&pYXwfb?-E&eMt;ftIpm_pC;DyiYb(k5}^h zdv-`z=;1_EzMb-3?2bJlqq(58ju-AoiBSSkC;T({J?4X39n2CMyi%8UL6IrBo#O=@=b>KH?Mp;)G?m0D?^ zYrEtBP1V?~Lzlu?%85SW+fZA&I2vSoN&Dd|W####mm!irREme4$+!{v%l8aWh+tA2Z_}QPm0mAo^7belQx5AY>EWTU^K`31IBwIt7y}r;jfD zb8J{-0{S`P6xcG3Z=y?>icB9GBg+!HBO>5-_VoLpX|bTJXx^NHRF*YAMC@L^q?%1a z_jVOvu--2!F5LHTYU|27zlz8nU4J=7=VbT&)e$P{0%#J2wE3hRzOZVw*uQ) zWpdby5Rtq+W+qcAgyB08hlbH9t=6*=&Y%AOv-&KBha@P`=%-8jS-?YRc#yOi2#_%u zDREOjBDn#jW>wjbHsg;K=hlyw2W_}ze@2KJ0U%~ei~<%xajh{wL4nR?8*A>t_azD{ zD1#uZb)0=6RU;s&^}~{^NNGZuf~(L)4U~CIi?{Cjo$~H!AR|v=BEg5+`rK-(l6fM@!(TAzFi)Vjq zTm;xL{0o}tK4Scd8y@B_0*o?l6i~0qOPN^AMWAwqWbZe6C;rplAD*%Co_ac7KgfRi z_ZDvXiQcdrXg(L?umwT3=V@P0-dVIypIk1HC|d z2*f=5;JPL7FQ(c)=>qajbfw`w-kGvN|3rDdce=qRcG#cvzjgsksovlYePT?8zJ}TX zL|Bf3YabC6wm?OLz2*IWQCRoXhH?{1SotM;-YjL0AJyqU6(-0+sFh^W;Z{5-qEE^Y zwkrw5tQdW9R>@!#recX-H(NezC`RQ-rTiqKIedH_F4r-TbV7k!G0;9g8ENYNgQ?O9 zSRM-l!bF#?^H*;?5@+yIC>4IK=96@I12nrup})5mR`w+wh^@iFXUS^Q$!aHk&Z^(f zWwiWhu(VJYARvzJL=FP_nSMdLeQM;^g%uurhwX-sD}|_S%H{Mb>0%D*fxu4W@ATjw zvm&rnfh#U3yYBq1A+v|*7gtw8SjhkYv-=VGxX2sbSe-Yzs z2u;C9G2btpUMzu)>+0?Oc5SoV2Q++*M=ubdncc8!->G+`-Kh5uLZ$oee*KgB*5s@K z{z(IJ;s1d=w3WSRf+?UKp>!-BIpdHR&KgPp*(BDrT`+8k!}^z_fnSlC?wLZibtXI4 zHc7qu1hHxVavDg3G>ji+akv8)V(S0W?k$E2+%+Si&bj4Y<{Lxflr$Qj#C(sQkUNwy zJv1l2u}%=%#|P>?*tS~-AT(M(H*^Fr=sfx;rO`H6qiRH~W;G~Ra*qHwV5E$`45YOg zl1cGO?Q#(6VAlo9P@~u#4g^t~cFstPdl|RdjvesP4SRC)Mfz@v0w zk>z|+QmJxlfQZUhgf08XsDin->4$cUM7M_1&Qk2Oq(jGEg+7T6W`-8SieWDh?N z+ze3=iKI3)Lf3EPdi~QA&o>ecLk`WSCB-D5!$n=6KEjp?tGbl2p`Y1K$XbB)Rur<> zwhP7B^4yPSPCxf;u6DN`vzo`DDZ(nF_{9i6{&6xT7m_T#OK#RAdi1pPe0hlk{Bcxv z=gfo4OW$UiKgw%13%75bd~}@pkBkFOQ7XQa;%*AUpxjj7aD;@3)Z{8Sd`kYvSHB zSe7YCz?ZS|2m)X+acrD8|3d=45e$K+X6T%(tPgeU(l;Eg^Tm1t4zN1(jR!3h8|y77 zAh2&?t^1{{orbK!M3zsc>6RbfcfopF4|GiQ_dc*6|DhK%{Od@)c{#0<{0=qW2jguK|!R1C|^7#a=ao3o9xsyKov9tb{Dx zs4{CKk{V--`+0?8A%<{zHuO}*WVkDaoxsGaA=8QhBjfQYNX%>X2qu`8JY zAU8<8uJS~(baWgD7z%ORh8F%Sf~C}c2*&07JiXsPs6m5LDzBuI8S!D7Xadd(wzp7P zP;V1MbQbyNZYC>AkDNcCz3=v?Iz-rO*Fq}&1&DZ@2FCLiFUZ!pxaW_K8Bg3uun%1A zH(5kPF|qO2BtY-ze;dP5XEF-dLZsjptYj0AZe51UC+P=6F@d8EK2;F54@E&hM$NtU z<2fF!Zv81V2H4-J<2Cwy` zV8$vBY(f9i-qGO!DpTXP48kp+?C__UjKr2vyYA3ewQK{PE!>=j6n>6|BQ!2mVEr;Hv1>%Cx*`Mk+Xwk~KK&fjY z799?#ChbzturPmorI)$MU~sCkG#MjK)=x%M4XYjBAC{dA$Zm|> z9G2@f?#|$MYX%GM6g>5*&AAY0jhfG7O!$QjPHygRA>E1UyeMKb^r_)hrL#?S zE9Tk#A5IeBa{0jp4M%tPF)#(=dMhus+*$&^u^=47fo?1uk0r*lBUXcY7rJ6BuhXTO zfjMNi2}r?l<(xo2V^sAvwfEU5+0x+6_yq5Rbv4dyCE{eSLIiz9YZq7}+r6wYT)x zX9aoXVTDr|Isq>@#aMZE(|c1=w0-$@XvjG2<{Nc|F7bDo3GQY3+?9>xV1e@bQf5k%?e5rdOi5=S{o_4#eiUAdD9v*CN8qFvwZoAfLS zsi>F3Uhwu&b+8AkGzk)!1TgmhH@*T+%oqgtI#*)Yd8DlK#RN;ZSX`rQ(68I^2!}{O z_isAh+wI@Bcw!sTC=TlB(-dxaKb`AIAjnJSz-l>1&Ev7*kji!-upOS$N=xvBqQ*`(^3rpzNwFQyIp?hA4a6C zdgTTgW*B}q2=#VwFVaWRt_@}eEc7W~8oAI=Sh^1I@&F%{u4lGRE55N9?5^W@e*Y_2 zGT;JU*t%Z!T3&5}U!Q=idI$1)G3ly{5oPbK@b8l-D0^Yc7B9eDH0_&}Lrx)W-pG!m$<7g2(u3_@wi zpMBCPHZEkB_%V!L;SqOP3Qe<%2Fm@jbtw3aU;m_Di{W{E}OB1ar^<7;wS?IR_0T%{!d`mKt07;P_tW!m}P#+LR!m5ZO1 zc2Y^W(?>|>Z1JO9d(&|*r8whcd=Xb)MCgXus+<|4IVX&R zYhD)SxLq@3*T@l9??{MHRF}Fi9hWs$vpDT8D55u!f7?fv1o;LOgJUAuWDj~rItaJ- zMAkv}KxP1chlL%Iypt0G%&F9f=2rLqi`hQHn3P}1qY5~Zfg`4yM0&)Z%I}=}byynz&I1Y;ao*Kfg&=kQ-!Y^D@Y zxy3<8*FNIEGCm%cnYG*wo$B8en5}8X>)Xy$I$Q}VtA5CtJUU0L>16UuPNVcgFqb+v zhdy4POA|I7oS{kkO$YWex-0Ej=L=oR7x&j6Sj@=AB_1~|Pcjs>q;^?6AW7UllRTWg z<&Pv=PPeRK~CL|z!F%`UI`k1KkQ#VV^LVGP}-`nI%wxAN=;wjd+^E01l zN%DRQygU2-!5loo^ zYvFDhiuHDk)~>3AaTZdZPpCK2WTxlBY!K@CWp5nadHH}eS6CoQJ3#txldv7^ehbV^ z$!?l?XjE;32cTmDYd!%c67Htx6K^v=52*F{ftg8x0~f&JOR1USpJ2-ep7nUDHF<|3 z9o%sry^SHt5Xk;$N?ggb6F$&-V-V3~0=Npx!tPTuqn>8in%mHdTdcN10zTrz+m7@z z^N?c#x-m*$=HRK3a~B)F2RI()!CsBGMv_GQyu(M3qi|*50Qe<&10zBTFiHDzLi-aV zmp)29()oMOWAhV=2Qj^hifmWte%h5XYUT8JIW~F&(#Ug1YQs_=@a0^IDCI>m&AYoDjBRd>eJn(jQuf( zULtc}_Z@yqYil3o8bG%*iYX`leg9H&_~urFokrd0-l!=t6su6{^*Kj1;LP=qB4W4z zJY(Scg59|@*$61ECG>TYyT4_W$!P2!K&T@cBc^@H z4B%&+ZCR>fnArh5-y8T!%$OR-kQrVp&$t1{?h8c@xNptqctcG@B)1j=T$#kKo1!N+ zD%(2=OK06SZBMj9IY#gyc4d#)b|wF600XUg(_WNh3nv5N!Kz;QuP0i1K z>36cxB04+{`6$()`jHG=LF3ri){Kyf*ROG;%atwD3Q1JNP21m=F@&MrKLP?Cn})U) zVlt+1U?>xw2z)x=z=cQJpLO@;kR2|~>lD24 zxwc66pg!~T>QlcZSTjuM-j^qTlkS4J81V&fV^IduuvS#pJA^Q_-DQb1MVlFw9eBy( z`xt51T1Rp;I(Q*k1;qy{z0<(hIeiuc9t57Q_>f&i5P2vmIaw<|sGh*t9{3KRC&2PG zP_Q}-iX44yy_;b(Y#8izgZJR=n0?kumk>A2{=k0LG7h(*YV0r_rP#E}Y4h`W&A+*E zK|wdyo~*Cdt`$K|w)zg;LF(Z5m$WP#&I7qJUoGyll@}{SiXOk-y$Amd45ir3?eieo zc?HD*slybvR3pC?A99+Fi}Y%xvNmKb`!PXJ|0#&kuO!&yhF@Igg?AA+ELKle7c9v+ z1bUU7Mzn#EQDOf=L98$MWh#kiY+*#$r3(S3ti#oqzfVB)r3&KH z%8r2)gxdW6Fp$KIH!H^+a^<;!uU=ZG@Z$$HU?<(ZcaVTt{tLE06@F`j5`zS|^su5a z@zfP8MHF%(Gjix7g<{JYz)C(ZS~twWvA9M$5+36}Db0r`(cTbF&*L{^Ox3zF?hN** z0h5_WfaT8kNWM<-!5)qF!1&+JI|!f)9zUrGeM*SBcu6ucFKt0q_!=BsMqoKaq?M(Q zpy9{=YLJ8cYQZ8F1}4j&5r{7+{8O5c^~U>F|-G@B)}>j6Pt1-MaU)usE|Xk zRqVEvZf><%s;_&S{61gS#v|xwjB$*Y$e@L`e9{WS<&QZz%XrPb|0Xon2quegLHxFV z-snpTBhzD-PkNoY=xs77%?nE63!%oYf;;2Nyfv-0rH_wY^L4>Sx#N`w3Y$PXTIp$L z&QhRJ##gs4uqHp?rHH8;D9C8crlz9Ot$Lb+K(ynxW?im##RZ~p6B`!-gm@-%cBO<` zuuSpzGmyZJ_RyF69y{+fp0nKHujL1-&Nra<#w}hvFJL}80aw0mk&+TzRs(=^Xi1ji zyf_|gOdLV4idlWD0*$+_a3B91Ll(H?tOF%viU90MP>mi?)#CViVAY@gxGNlWvTG;h z4K2z9Y4v`uFt=g#;GTEn_}8Tk>44?UCd?x~zJXasU&|vP4YOx*EEF1993WD>*Fi~}jQ2w<5AUjx9Rw+Vl<;{F!x0$o#+Us0G-jMAb?SmSGbDM*D?hY%^V z{%xi>L;`WL?7Rf9HGd8!;HWg?RvlPqGtOY#paA1!FK zrZ?&xa6%4ktF~LNF#%ODL;A`^uBgz$n+(_n;8Ry*-t2b?LhNY>hJQla3&?2FM%1(x z!RjvsKi{)unZFw8qd46le6@L4--J3b2i_Qmei7O`3Ri0rjL@rfMQN${JweB>%(aDJ z=h5-$6C3}mg0^@1Rq%K+ zUTErX%i_{fl0ohfWBDuxO6>_@PG{zIM;L>(eL{^ro(>iNHv3+*2u}I?;~7uv*A&7! zy;2)DUe{dft*a&t;X!ue8x+$%kfrNObk^O;5$6-osRpVpgQ%w!dA;4zGc{?LctwI< zrgU+^0VBY*;TCSV<$(K641`pZRHOWXA5CW)4!CkpunI?N4SDBvzMd~4It>F==My6w zJJ=_TZvne}B@o}{^TTa*=eJPItQtf-^U=7R>t%>jK8Sw)L zJaMJ?mqdQ^|3}?hM@6}J@57ul5ye1BB}H24RFN1`V(1X*p(KWm<559SK!yeZm2!qs zaEO6{BS<&QfPjEX4<%g!zdfFFp6A5#UF-e#_Z5vFp0_wL_(+%KDzYr27pD z1=t@f6^o=7KbpyX05zZR(8^1oRQVDOP;Y}-xJjzCXkPR& zg)pU9=_!d+^)$Dk)+*5nPenPOwd=?Om)8V#8*@Y~=yCNV$M_7J{ud@jL24SwmzCxj zoM74&FZnwC&OJlTugUq^ zVEL%!*^-w~po_FKF|b`@CKd_g^(vK!W;w2`it%aSF>^-*%b#^m;sxc_7KVo^t>3#J z(o0oJ6HcY`2gmZh)kJN+D6~3pKtn;+ry<_Z!coZSveRdB=%8j${T0586s8Q~`$uH% z3$#@PcqN<=N1xC=vf+?0S20FALxhuEO|6#vn2(cTwGML)6g+%pS zT?@&(t&_D!gx>W39F?*i;S{9p;Pr&&S^M%ay}RNM___}=wja~0RQoKZdp75uoKHcV z8|DpSt;AP(*UbB?($h$@ZspkWOSb)H;nI2%`I%wP6^1RkUJAF!bM@UAuY&vNl|ixU zGk*q;r*k42lg^yUutM3|W{W*j&E#mN%CAtXBb|>7VK-M+R;bxb2}%4}CY2jmFe^;E z`?4Q(7tC9u#bmaz6|?|i;{!C)Wd}M>chAi^JI!fi3>#^`5r!@Z6(VT|_F($xwcB0_ z_(E~nm9{JEpShhxAv%kBO=fD@?;O2yO>~eCt+u+mF{-dVomqOQnV(`a0YJ$Xn5W(7rg>fgfp)@9&EA?&z-tEdE71_l zqP>Mi>+(cvdkf`FkA-&@xS5jP5*Pm~rbz_omh^m}mN}fN&tVk5+qRR96EG)`?6YuM zM?g`iXSIWmqAF|O@e~>Z-#47-VbqAFp|O97xN%J%pQes2G4;%&a>qM|Tu7nV6e!BC znZ-MTXbkZEoZkGz_(JPqL4sowNar>}Wdj@&x|$ppWqF2d21)R8dXCn-89K@~y)Q5H zGFyGfk%#WA`C47XFwxbcdYY7aJIxZS8ITGBgtCARfzNDjbeYaB?AWB1tU`nF&$O11 z_vThpUUVv_am%m2x0VmSL*OHpM zS9g2mI(ze8*}{SR0FdbF*JiuPDYkS2w-V4pI3;_=#Bk|l8)FtYEY%~xjOukai zB7EyN5CWPLJ4!)c_Wg3J!~}Y|7`LzamDG|zmy=2~w%a{!O)rvB<1CqTP|uwm^`<7x z_vrV*-AW8%wwMcV6re1MP*pVoM!Hm1()I^K`wL=XV(b2qI(#CQ>MBxpsxr?ynm>R3 z+_r93Vize*Q+8{$!ut8ES6z&mmt|!Ghe};s6eu^R7Mh!zCncYDcXtD+u%us79Eg@A z^+D!a!k|~#9diX@s4((y`}{r#vXiBm+Hbm$Qr$rfs!ufwMGO5=>uOhrp2^P^R&S$L zjGk3%3_iO1@mf-Zc+|IRe^{@M(6r6RwV1l?ial*=Gdm8yciT6w&qz-xI$`;`pF6Hf z`QNZqp+i(!w&>Nncxee32_O{FLRLG+mQDV&+}Dy!^!2^SNW~1z0R~w~#I% z2o14$sa;A_XD1ykZJMO}3#1kFPOB7NJrbCN6E`K^YCC+PVbc$~Zmz*z1}l1btpZa* zjwfOp9Qs_Iq%#yW4e;0Q{Y)h-PTHP{b%}_W48>~Y_If5{18G7K0#67!CcPUP8amSD zhDvJQ0q=D#Pxz_Bw*>mMa_HF=KLMjx=PzFd(pRrD;r{*m(em4>M6&|vmQ=TDM@t<~ zQ7(;mj;ZhUsQQw4Z4P#J5_kQ(cQ3uqhWKh(#=1zeYWJz@6Au(fU2|sj{rDX@%b?M= z_q3r|cYZK$!2{vbJPCt?gFuO;_QtJmaWJSG7$k_5R(H-FS4p1Vv>`)aBe{=QFdWL0U+!T~eGET;V~)`9h`8&6$FuZ{efLd)Oo$b8zRgJ1Gg14()(O|E=+0l?9rMeq0d#wD_R z5^xWpmrAyGI&^hmIH3E5(z*|qjyiQ#n)LJI(X?nOY~S6ANy`kYkgO}GlJqxQAO{R z(7WSU?~7CT2iD8=?S~A5***Io&ORxRc76IhhBeHq z*edVdnEx!+5xx4cu!3M%sh>~!&*S?8wRmh8WqrRuoni1MzZaAoM7D$Alr{A^cE+O0 z;PMYHPG%PtE2ECauSz;gRu!fE4h8BLH)$O|E8|%@1Ql(WoIGS1N@)wSZA84YEbSC!; zoaEN{c=eZCDu3Q|$ShfgxoqQ3J(&G2*gP!jqMB}DQHB6|n5KF6`sl&fJT>s>rsQ!p zGG}ois@W7_wK@c*46jZ7YIe`26&C}7Cr^u*-35LPg~zpHPNES zj{ivW3r%ZVn`lV<7G#)PRNfi_@w%Vp*Iww3u&pkIUUdhd9|ma(Z*Vw>ifPRAF9of2 z6{8!@*2E8S?Ou>W;#hY!B#L*C*!Hrbt#{+Ngq|OpeKjQ1-+`(?67yI6PNAXCvUsRB zRtvb-^lGy7DfO`Cv(5AyKhM2sE_2n#1i#214feFX@xoD>LCISEr(Gb{!glW57TF3O z_(PSSCmM|>vUb@}m3&o1i-1s10FP-womPD{?=!U$da_PmMH|7A8%RQzRa57QJtYR&?K1{C&|qFY+j0=TFXVG1ItE)~onhgPDC zcI$JZ^oe}F9&??{4op|n_Gkf}x~*QWs8i<$ylw*jIla|eRdyJZ;3qlGEt6(*!H(iH zlUSsT*HtETsq2@fE9kNQ)3ZpVed~Ji_L;?9+dse&ny!WuIp1G(8YBkz{3^mCP1J#T zd%s-$_Ud}I`YJqfa+Hw}#$i5l|3T859j{jm-k5i5n4lx|#;%t0;mTsx#>LJ-H(qr1 zw%>O8t*O^$C|1|=*#j$Fo^CM%B9M(}N1k&$Inm|HK^BbPU8IrK(`DvBDAGkQ$!Hwzf8X!-qMKuZyQS{{ zdP+yGWG1G7VFZZ@Rb5~ZSWL#9dZ6BdrVlP=oiW5$u)0+=oORm@K(O*gEvz5F|B*=0 zIE)?qeVE|Yt}*J)>eZ6I=-KoR>n6P5lW86Q?e?&a*qeJd_RKag{G-m6Q-|u21+k=6 z1pS)lq1kD&mpRu=N~Wf6e9O@RY2z0iBso3g7~AH}ji0?`ve`9DHR8Tx46^nA5yQ|t zi{$uY;Ni9CZ~J&ikE1irrIT__x?TXkg%LBY4WN7!o(vq=`js?3(C_#84ibT=VjY&C z@CRgKx!{0V2pmw58{|Y{`4WbURNF#k(u;6QCFzNSvc!%Qvw=N^OqG1YC?~<+gWcbE zl6r7{dDa;3@MENMoqi*Nej{LDr!@U}?>q*_j|jPXT_!xUB%i426XVrC*zfo29RtdV z=qudnt3p9G$tQT!mv2hFA|*MjPh<4!=i{E*7JL69Nto`ynsQH9<0#7Z$?4)^fUB^K z>A7*9{$u_E9ykFoGHpFYo#JOf?{n554h(S3i zBH`ozIH95%wEI}+^z-q_(hT{0nBgMCs?h4o((anL{2B_czP4zgqQ94ATGk%nE+_gv z>u&k>FIv*3F(o&=iJUr9GY!$Qdfr5Syb@t(_PJc~L@+V6YQy}j)g_Z(70=SValilj zK*#gb?p%!5GP{MvK8p@WE1^8l6DhI-@^ww~(ug*<)f>14#+}1M5^I6#eQMi^w5!ko z*IXCLDOMRDtKZJMb4IPr4V^@p=1ta~8GcSWquOv1%zTh_+h0xLUw2G3X;9}yXH34a zuHkL3UqA4e?(EBYTvqKZA1> zq6PCf+?fxMC;E`PlF~zEm;SFq39qQsXU;B_K?%Q3);%T28xq$g2o@tNDh4CDGdRcx zRf=3n$FmswvjQuz93}`JY#pb4GON4chxMJ(7d@N`&7s7mxBCxE%nlIibugmW7x@?ERR0eH z%Be9g*vyg5X<+D?(0rE*5Ie19_Kqhm(cnGc`xM}Grjs6H>4OTRyMs9VDcwOO4C*c; zBHFs~)bQ3ge6u2*Rjj&fF2qth2}0tfU_IrTvuVhsaYNvYtzfja(6v zrHjUgMVnC>|J;}6deu7OkGo}B1L){~k34uDLJYMVN_C0n2E}WCpX&ODnQ=%;k?wo= z*-Y1vKVYBtbxjQQ-j~ij&4hTo4QZZ{)$rBCrvYE4@$KRVUL+sz8v8M{o&-*={Y!Enu?>^TePGDGpsB4NxfV4@JqHr(%n8B~m32)Km>BQ(Du z=lua+JcS^SOmi7poQSWxOr8^{m#L< z*H>V=#;0I&kbDB{VDyMk)hmyQ7T|R6>~`Z0>fM7H)VHhrhYN)hz{}*8h_ZGi4Sqi? zaG9bJ6fiDiyQpx(L_)=DHu8{-_`q?W0@eXZ>xhNj84koeH)P)!6Hnofrn4BL8)Ce| z|H_MCL76Evm*>?L{xu_-D0{!fx07L5!9=IJP+Fjk_dzTUf>ighJdDSzB)zFw?iHd_ z1U%Xop^zHEr1 z-(7IxRd83$mp}OS2iQn9d0f^c;Led+vq69U(d&(~6 z2Up{eLi<6z&cxltAw#luyC0uwXjQfT=026jZ#H=>=DW=4i{kEO zJeu8XP!}B7(Ps0^>0^$S(gQW!kLPkOPxJkf*}p1G{sz4Gp-?Cs@vKUiu$V7|r{4}Z z&D|c=B>&>95q_j`gKCvh@y_XRdBf{6s^da78>46%Km8B7hMWWY3HKk>cMpuY%TTiJ ztgz^QA;#pg1{7Z6jfyRZ<=SRY#`xPLF^(ug?AW2}o-nj{_7=*1-p^d38uenj1YiWB zp8gfqK`w0BG}Z8>vgMdSn?--VF_rlY7N{V*!U`1}91IOlZIxeVEepihzo(qY`B~@> z>qK+@CgUN!fTqybx-s0YiRnq6i>CBDmh^)_&Y>e5Mf_4aGc{v!{CUFcjU zv1RISeN=WYM!FlQxj)WQ;1_B5Qc=n&_9B;)793&P2~$?fj>E%JlFQ7*G?5yNoZH!w zGD6m6MO`fE=w6u9+wIs%> zKTIFw1&*Q`npSxOIeCUU3Zhlte%#Xd1&Lv}~8Yz;9YOO#^8@)0SALc%xP@?cA zIoFkdJZvz7YJ9j5%P3&V);Exq85_jJ?yt6dQ0mKb5vRE&E#3IR+s)f~u7UU?pM&{! zCTG)Lcx!Gc4+u}be}JXwGJ$&g2vk5O&C`89AA$#jjv%N~7jM5ZAqha8=$4vV#O^V6 z5G6Y2TE4eE>*VA#Umpf^h0gq(@hPTW{T*Es6KWwQg$xsgT(UtiYZzLhP($LqRLCkp zGL80F>OM5DrsM_97L>J_l48?9?9n#S+^&H0!i7&wGBe*%XV%C=3tn^>&Ig1xOxF(m z*Y46BzX-N$m}^U#H=ImSMrwWJiBo1`F5n z(X`w%g;Ly#bA)3E_k38Gfa+*YqzfdDyKzn)UX340pK%+OY9~Itf=*&&W8WDi4|@-5 zrFrL?75O9(zdNM&-5UX@$-(>;KaiLZlUXhEZLlcYYDUWWKkZf zYMg#XLu$J5xHQbt!y8X?R_4$@a7|ecbED|aG^+LB!Qc&61DXXa74bzX6T>uSXg>IJ zI8U3d?Qg$)*9ou<6l$xXsteGmFA%k$PE>)Eh5R%H;4c_dIe$tY}Q)@ zz6X|0yL38}v7w<4Ro%mfP2~3d!BFUP)^HgK*;~l~tfnZPs7@^aa7w-WmvWAidW8|XlSw{kW z;p8>NK=e^6GK-XkP@=Z>y6J<6hzRJXFhx7d-K3tEmGujXq3^c~Qb@z#!>`XS0HI=4 z>iiu|&B%B)Xhj$y>_X@v<~G-x8$GDs$(ol_TwDxek4$Fi=;+Fj$D@VUU>UA>+Tzbq z!vh!~Gl!&wHn}$jlEGg$K}l}l(n|wq!A-dY_p(S#__7tM>%t#y_uKJV;|yQq+8OEQ z&A}O$>V)|{ANF!hlvG`=DJd$Lc)S$6Qk_70T|KEipEadD99X%KVKNnP{+*q0W4&eu zXSe-qR$oF^XexrDE63rS3Wuon=CEa7w`MJYayLf(WW9NwkLEgi_#$6ahsC^d(&1+= zjs{64NF*ARE0Wi!uWV{yVqoCi%$1mwO%*ot(RcJ)?N(_=QL$55H*IzGD{hA3ZXk zmYAHI%M43)(Ns=PsnOMSi)-qQOj>CY(2)QWOLx%ORim}sDLXKhHPcAp#(@9~W%?3A zk!$KC7VqPRI(aOZ+exU$`YX=-iFXa_TK{}c!RuKrIV1O^{#*4{)T@;MlqC>{?sLXo zsQ!6o7lvT9zkq;Fn1`p)fC6(igA5onOdU{>t4+9EV(;<;a z#n7X#`!qmA<1bzYqS*5>xrhdRYZ!mY>;5z2Sjeb`&O}7vVv7 zZrGr|2gHpB)KY6d-AVE>1Q+a*oo+>e25y&ZagauGzO7lW_D~Vx`Qv}Y^HjeQiv6Sz zFR-CTKE^UhrY0GXHgNQR&0ctIVtUK+Q@6*gm+%JPfT$MTyi=#1%vnFmytFo2+_TEE z{{pXi&)Yks0jk|VacK1g>C*A{b-s4d?eys%<)j!=UVqx|0kG%?TB|^@y)OSNFrNZOs%=}(%-&sJ7@jqLV^#O_ zig!sbCCz8Vaj(BmLKL8gs-Q0)-v)=0*Q^0^o@9&zX~{t~xjGUQxlOUT%ga;+`ed=1 z{k;Hy!#f+fG-x3L{XNcu(2_MLJ-=~Sz`V#w8VYmt#zSTDo$48!r)SnrmwsQ?;jmJT z(Uf3eeZ0|>T^&N9`<(w~6n~*mahumhmb<%##N-wdCCBAg&b;}my2yS=AFp_sH68%v z^~NyO^?k~W^{^JNc6?;nbneIDoBuifP|?m1cQJu@BItBzM8x4dI}MG;#P_XLek*M) z)R5z}F;NO&CB@DmfVwqT*1@=9_o-0M*P`vZk`!_oo;U59CLC$NBdn~f9x(_7!vvJY z>K#{4+6xwl0^j>sa2Ps1Z{q!1nwnnqmADLv!`tJ<^W^_-5W9uR-PA(po`iI?zIu!z zrYK&F1>Kage1O;Mz2ST5Hd*r7MTuqo9d4{rXNG_3snD620H!r-jDK}>xDxp!R$G@Y zqTdGXq6+b3RJS#Mm^UfS;Yk14fGiWA9!*9;sEbb7Lfw#Nke*M21vuh?mOs-n+8C72 zmkw3&9LK{9jjqGrQ?c()krm?@^|ltke_j=|q!fDrXFa`a^iCZur6I4Vdho+zK*CD~ z!9C0yyO3V$OwPk7we+$8s3&iLKL$7i?v9U<_4hmDJQ@J3sJkeM1DMt44^wJ@a-I!B zBX&Wxq-TmrznArBepG|B3qjv+3b34yI$9>%Bh|S=Wy&wAqqwwYJkYC6SGtVVU1HH` zz&G>8CdK=l9~IJw$YgBRLt?dbbJg0m=)EyPP?G$`8Zn!D zjk&Q3#hb1z+(~HN+u+>$o+wk5dJ!r(SBK#KL+DUWZ2Qv8lVKG85hS0fk>qI2D6Wrx z#0n?Y;|4)LbWXQ3!8Gjl3!We;?Uy%+?l-qL;N#^Laf5-{xqhR7EpIW8`2bZGP>{t> z2R1&vcqGUOvBjFDf)xcO;5sXbQ!TCk;lnAS2ls#Z?uWMR``Bw?f8@$E2jie{3sraH z;-Jtdrg{M}Ka80A#^ljiPLX}CN{a*nxA|+A6J?}$)xEOfx6?5*M5~zGmPwi232Y&w zbvlWceud8xfsz=mzcQ66o{<$nif>8p=UOi#46w-AG-_DixNYq-my~UPcP-tl53slI z-f)4X(aK!`#9w0eD3kac2nDV)h5}EfBnX&%Eb%HMy|+|f zf3Y1^dwQnW_QlAx^#rM^<2m0ur~`2-9w^>?r_5j;0rCCKn>TNf5n5WM3=+L?%29_=wul@SnRHpx@GL0I(3aoI@@t(h8+9G|Ea&E=so4&D+tvdd0_v^L&dx5C&VfOg zB_>VX&~d_G%EiamYB5(o|JVXUkXH1$ckqQWV_cxrhF=7hc*5lmKPik-O zNSh|dkP*MbFCC8O5ky^&z081WwR@h+_zRSQ z?8lggv9_8A5LG4-b!$;KD>FYHKvWmLJ)~Dh-E#r>(s+pIJM+bGj!m5qVti$Mx>kPz6s*PgYG4v2px4w~Ypwk6mz(1*XN@wb4nQn_M8R9mS5$5Zj(jhovV~ovS=r;51dwie3?Cq&d^7z zPixNs?wFcibKN6x=j@sCcHAJ>Pn?S+grrA~_HHR!Em7$0nzyhH%g@+mfF{0XJ7S zISM49QdEncww!Ik_G1$P*RlYZ8EV)5B=eYFu14~016C;yn@pG6=zZD?8noB{;=e^S zXcd&iM=o*AzC-4z^tSJ7^;tSTUL7*WgwDnU53ip%7X4jW`o%Yp6?^3!^O^TU9SE1z z?93pzRRb~ zZF+|1{3z$vBlXou$;G8b3-7R*2BsMQVouulr(B=;@kMxnJieHqeN6c%)0GiVAE?GQNFk+Pblj}s$A)4YDJ{j`T=a*KbcH_vpgPe+@d@`dt-aYPRjHY;3SDtvQj zKn-`9YxnMUvt?#yteo3)gJI<}X;bg7$QK>!-HQF5kT-TEi1KL^;Bbt<95UXAmYlqT z0z4AN6Yf)6-3+FIcn6JsOl)j!k?oa0kb;!n8A21g2gfZvpZWVkfS#YyLan8W9i@^; z?eU?~RWQNJM9v9xu`nO<-jq5| z++Y_peuo~>wRUuf*EJoter&n;u)mnv()oba4~Dav3mWpl+u7J;ktg0<2>Ck3wz9ko zT~Q({HGeDvG&I-wKFn3Ub;BxVwe^gVT#^tq=3B2$cVt^rMb3QX2t`(~u{=mIY;1#!-C?yTSi zs8J~fD0u)k0KsX}To9th7wl|`EmM<|TB+g%;BoB4+S;_%E|8*CB~NGHu zI)tSXN#yjPb>o167#Oqr2)b3q8#R~i4A>?L7#F{D`TCC9K4c5Q83eSOOK)XYDdbrQ z_xJ_K93v

e&@k>ma3VK3L1yVM(X`((TlrbNGQEwL*@)mH*RP>#s_KJC3!E7v~L zK-ZmgC@6Qv`k$AK)rZ2Uf+p*QPs3=AM$7X9`+e45!LMzoPhRo&@l~)L`ev*Kifz?@ zeJdm8+ys)CZIu`Mj#rO>GFc+O@iI(Mj8brhaARevQyb_qhAu{+ota6OWn*ibOopMZ z4nixsIy$cdx0ZpxWy&NDP2{Kf4D<~QOwhm}xmEZIhie%tOj%onN$xI6k!sr7Fnakd zl&0)g+{tW|8juTob?GIsD{ktM_{0AOopukfR_0twjJ!tKE3&|8$yFQNm42nK)IFuz zXPI62u6ob9RREohsnLyAU|!PO=?nGgKT(vu-qG{Tifbozw0R24=1eb&RY)TW z_+rw85G0}Cz~W#ae9+Jgvi!HC0^O&f=-6?mY)O+`|3XGy^%zL1H=79;DH;P(DxEJG z9iXbR0ZvzkUAy12GIXP>dExE8s`+c8>#IA+=7k#d)d7MP%dqWAnl52vI)Tz>y`S^A zN2a#gDUf>F~b3O434ohFcWGwVp!Ds^8Ey&+pMD{dA{TFz)I+ieH>y~mm0ItIE4MB zM&g|`c#T=krj8b>tsEML_yv)QtwP`@#^koHpKCb(+uf;zL3SVl4W(m#U{lkqCdxj1 z$pb~D7ad)ij3egaBl!WDgkv*PMhTouZatO11=MU(lK~nBpTB&`wIs$q#O+`{fJ$S1 zB1}=sHv2o^v8so=jr(Yye06(gZXNRMs_-%?;;5W9PUZ{I+BCe<;IM&uZ9PGxPFl_E z;aqA+xhbk*E#VJ-+bK9|JolD`W)}$joOh5n5Bj`EM7WqXd6nvxJT^4+>RTF z32*cJcAn~FEkwvo_Vxx@r5)4@vY>>~U@xPwj7@pi%d%R-SO*tA- zwjh$cADJ#pcE?zJ4i?%u^RR@pXXFr9a(!J0Q*J>p#i5$fKdk*$kIq)6`xrQ|lCtm; z7m)A281p|K_H2%K+?RAH-=;k$;LtoIit~Wf#uw2H9`zQsY{_Lw+I6NkAMk_{H;O~J zFwe8yB&3A)bHq)9bHdnkw zfPBDagNc50=xlvi=DV+I$M_QnnC;N^y{q(sr&T0&1RcEo`PdTNRc@yg3J2Nfx0LUub3fTu34Mj zg6#%7+AmZd)8B6rGZKzC9ffJd3GgB2!GeHi6ue7JyN~J(ZF5Fkz%gYbPDrKy#TxsZC&H1`Uq(OTfwXe+ZPrDFxSp%u=>th^}Y_o5Q zdgP_8W}iJC!h=w(??!H9J(e~tmFLWMsz*2Nb=}l2iQ}eh*=BZ%gsLpO*vXyT%{ZaJ zBxm3$k9o((RTV}YNG<=TnezZHFYDY!E=F4UaNXmMI9F_Qe9#e_`Ja^STeJWa#B9aI zxd^L$dOIJttXaG(6~0^GdXa3lM6~HlZJ?yXDdIp#iiJq5T(PC_RbyiZm(=^^HFv8e6iba;jIE;-Yp$c(pMqdDzlo~ zl13M*7IkLjc{hQu!Zw3|_Wv+2X<(zZG{%B?DlKCMuM^eiWOw1)GO?x9&66Au_| zkLXiMz=%mCpg8wUt#PEnb!FED@T@dfEB{hRf_MgXXpt8yF`X=LPF7AgDdf=w^x#Ii z-8fdxX7@Cq&X%ktXFeU?JdaV_@p@Sm{6vy4YZtzm>`X8|9CF;=c=voW*X*jmiQM<8 zWk3DvUKLQ?O5DRxxl`6eVpH0YM`GrCv-ypm#uI7}y)95t5F9;k+&MdAT}L2oAT)_@RdpXla^g)| z^lWD{{Yj$+i2t$AyRgraKr9oo9TH7rp)BMIvYa^+$dl^YE#>qwCbwZvt5ohe53+!d ze0or-EI5VB9f-#7cFTgdaVOY2pO9XwaAHv^&LLX2gKckgSQHEvLvBLzi}znDTGl6W zLeKf3KDgO7YVeNEi9pS^c)~SYy8qx2nHiGsynOSH3Cd&8lQiY6rdc>%6t{YSbFzP} zQ;xzs;1xC=;^XTzio&YK=1UPe3&%JEtXbRtx!WxwhxN#xr}G<2+EWB3nCPN6OfM*X z^8fK;(h7PIci=~PMcuuNfTdmuCpgUy^&NZ3gT$MI^{4HhwW#p#d#^?BnGSGetuTx5 z?5B`Od8~|O9G)Q}Gmm&K+T&kF51?t3yH^aJXxr$io3Lt~Zor%=xq11U&|7BY0+ph~cGs4^yY3};3y~&mH(m@uO5IfHfZd}_X zwMpHq(*~s~u30}`P0`!dW#vw*qsiKPX9dc(|FvqbkLj)TAYOFFzuC!_Y)Dc-zC&^# zWjF(3oHyCRWs!8jd0}7W%rS-3=n7%BtMTGmbAd#)O~KrDDrBoKuN+gT>|Ko=u2GHN zb`rZjBaH|#ir&sUAh+&X)@Srjr+nxJ81&q59fibpA9bB1$=1gQywzOpo+|8P(Y5Xn zqi;Os|8yv6#kRK{vwK(Hm9AP4hq_0$v)?xrA7&S+k(YILQ`!Bom+eU{+p3)N3=vj1aazJ)f2L zVB^WAJVvDc?3zzvcXUalb{3_F2`i3txzmsde$ZEtWv%znVopYi|F7{gYnjY>JQhSt zj|2q8DATaeM-fl?=ZdO*tkt(Zv{G1=>kbFZ0{`AI}yFh zwc;+dS)p$iQSw5d;Vvo``t;gc%>|RSr*m`CpGg%K4ephXwoDFjZLHK~o~cAn6zj{y zEfMZ2YZk3LuKnwR(S*Tye41r{NVC##c~2WxGOH+Wh}XAkN|#uD_rm{}4hP1|ixfTv zDjh@m&09t-;;Js`l6>_+A7pTZRXgB_ZgCGcidy6Hi8pg|k9ofO>`K3@jyT6vX(=Y1 z#dsx)kfs~Uu{EkT$SD{18ujC1g4CIR*~7bZaF!s1j*W{c-pBy@3))t>Q8STrTJ5=F zsRB>9p*rB$St$LeX>4!HoABZd0p3lEOJxX`Y7vy{ZxuLns7W&KPkFYBL%<1Gkk1qE z>_)iZGV^X^aD?Bp-MONB7P5skbGNh!-3sKoz>_!yweguoZ;U=QsrsAgZ&^B|7s>S^ zjFrJ>=%g|OnfSR-#7?Im0mm=3$u=NP#a32}-gOVZ97O;N`>v;inGjUcb{7%uZ}jIy zw{Zr{W7Rl21(GawkgHy#ct5B)P;KKGk||T1w{6;*aYPgN?&rRM>zq2dd&(J}4*a>oxCPO|^cq&xDsuWZ~0u{_N!W zD_nl}A>^tJP@UH1B%R%qpm+_ldG!_)2NC8%3=bP1{BZj7eZ$DKcxC&pO#7c-Zh1JA zv9^}o!UvyUy92B%^beerqr`J4YZA8jp~z@7YmM?`K(-&zP3e2OP5fT6=$+wb^z+esM*Ho@(|oUetCYUB>_Mmn#R zx!3)3ea0JyBjruO+NIs-T}T8&w$Cni@Q!gYt91D#bsXKaSD*27nQ&bFQOW4Q zeWYGI*&OGsrbMs^H;FfSZsM}diC`&UQYA_;>F5}b=nX`9lmvvnp!ybJ^>1AFK{86sJ%jJyh zip5L@^PWEE-()r%LgMPUByxwKBUU?*`kEU*arSA)9k|cP2Zbu0|L!rmB3ATgYIO4_!O~~`Ofm9NKM~cl&{Zl zGt$Ro-ofk8e16zZ27LLJ1Vj?9tImkPw2zM2 zF9R{-kCl2Ukr^EO)PH65Xi+QFW)RHmIyJ%u@0(|_EYwz?zsDWo3^|OC7U%{MbT2Cx zbRmB%W>B9ok)uVKhnG8{gJ;C`+USP^@RDlB1bc}}W%B%3Yn$C$;cVyKiD;FcX;02& z(cxavucug|LVd_V8fe!+rF~dZH(4cit#0cr<+RL9J+umXbnd6C z;!9N}61TbvO?Ib|m06Oy<)Yq9O;=um=% z;gG!EXpoBnF~;dJ?RxN;MxTFQuQ2SSt^ymtvgia(vkR#UPx2Yo;n1LXLw z3iQ)u)eTBEn_rNz?75Q5eYB_U#B9vnA)Cjje&7Thc-V7HJnS_A7GR#W& zx5H84e{k)pj{VGmg3g;mf&b$rf3!|Q2}t*go>7qqmsh#1Xfu3Ojt$kqwkBLP#M;}N zv*4$`F8E}3QEi=`1wR>FSeg8vJ039FP4@1HchR1faoxQy!tG`&^awE0ex9GzAe_INlq?Ug!Go-IOpw;pBiqi#{Joc}^ z;y!jh;Gc)`fiOPkUoJMu3N`5)zIgrw|GcYCrI_ch`t;PKIhgvi-+sOui-Y#9-7M#$ zFrcODWwRu3Q{OU1&8%MWCg9Y_YZ~+$` zXlS|w|NDXC-Vr6&DG}KT*~0>;GF+N^8MXL$;?LqE^;^F{d*|<8PyIFU{GZG>>Yv#D zEVfbq@Y{j^kN<72hA0!%`$Bq!=IiJyv93t=yd$A+9$KK1j=NtwN7A@+?Y@qRXwSp5 z4<0`IrR6sJvv=9US80zAKKte3*&D`>U!FL9>L+8yCrJMeFIusBKW&M~3%!ZHqij_c zvwj^|yuz*|^2vXmQuROY%K4vXrT??sNptAWC;sKfKMPJ*p-G$iHZ(Nnul>pD`2X$4 zIfw&+Vc`8sAO|&CfAod%H9kMKLdW=q1M1>uHAxzKL+?NE0;UWS{nvu>a3 z1yaJ(@AH(P#~T=GjM_i`1fmod<*%3%yv|*=X@Zt!Xm4qzP$*xMem|?Yu0!2HJ`dPAbkY{x2uT4me!((@voG?9N6qEdk{^kYkz}C+TSy6c$q3 z55cWXlkh6I-aZd3jPg#tXII5|!r z16r23nw!ZFf~wVFsi24o?C?d-Ih zl0>XOdr%=fX`cn=ZCH=W+w~FUM`^yk0d_RJiGz3}Qx2=-o%8z<6wvznd|AP7f3s1c zxRHaZ$~5Nj!x?^~SN>}hUp|^&{@5|ED&SzjH#j#zpE6Vb;cB1?myHGo0744C?YOM5 zLc=)dys^Qjy1M)Zee@Q=TN9wlYhQN{#$JY=qjnaTopBx}psk6(`4Sv0x2g*T)j9(t zazdrprWpgwhvx zkG+OLNwON|6&|)`d%2(%&udmTy1U>rAVSqr!{(+_MYG1LL#h28FsJw{abqO4{kZG3 zlbzBZs^{cGnM^)Z2k&l|MLSFn_d`cOvO-Ako^bS8k=qTA&%qOi?=YTOUw(H|dpwMV zb#g52JDT9E-%WyOD%*dSuf@Le1)5Dd53|u6w|qqSo4)jaQ`Hg01Cj|nPV&aZ=45~ z8<^Zaz@S6fNrz9x_aB{18CzNtteh)uu)GX&d8YHPnC*Y5+1Xgk5VpDww>%=&`TeU4 zjCcT^fgf54?C1K@55TPX0v~fjksag==sJyLmmdP+PSrkJI!hxN{<~py5LY;_K?J&8 z@rCAiY^C=+VY!8GUx?!PTXv#_iCK>EDm+-4_n_m_FZA*8@y+D>^}=glINB}MK0LYe z8TKjMo;L}$N=ZpcHva~dTYJGlL<5#;7FZA=t6lHK`prt<68R?h!z4=39c~@_j%%>g zMFy0Fe7~FkJsB2huZNAy1;A{iPU(~_J_Izqo1h!2c{y>4Gw3$D}2-~GZS^XF|pa3AX@=>=Q{5$O1!)gA@J1|X};x4ojy{PUbVdhRkO9r+R;pU?c@ z>GmgK*xp?2P6OIf6d46lNYFT;zs}xw=WN-qx2cF>B`An6nq-&&XxjE=dt*@nZWr8k zo~a7xeu52O7Dlg5cUy(dZGb?RB-|)2^@RJ_TEAhKdQy+A4R0(VRf2%VayqoR$uif0 z)=zCcC_-q%$PZEPx%V&(&z5}WJ$2@aY<1xRNVBzdUi@0VHJJ)Clxu*AB&;Y|bm%1a zxRV9=8!5MuD&N49_w&*^M^$r%ynuJs!reAm1??>$8_uG|X-1%$M6>n46D!oq47=Mn zHXBO{4E?CEH>QvdX5KmU%dMj<(r?O-`U7isY11E$N?FY=bT$k+=7RV{Q3$a;RbpzF zN!I#|MzgJ`t^vsJkmOsSp+blDR3!%*|Pl&^__CN*avaxLP}dh3^Hr74Uv% zkaY?9`T$~s34WOZ3c5<^I&#ZR96DljdLpia%T+@%;A+Y7_NF3&7<1u|jo zQx7$H(`9tNRXUibiIq5uSi@t7+lP0u zCpU~PZi8@%y$f_M4MKClYcCKuvCjr}Us1VS@vXPN!i`k;f9+lSKh$~q_G|~WWj(DV z)J(OtN|AD`20fwKA}u*2rzqr*Ly|*-)`m*4DGbVNd5DOZGLtavOmZffNQBAxlp2{R z#`pSc_5FTd&!6z@{#Y-s^7(x3_kCa2{l2g3o_XJdBo((e7{e(8PX!nWx}Y$+4$)o6Ez`)ZR8OAyOgjk2!_xt5}Wlo!?oZny_ww$q(aGJ4FV`;0aH&$3U z&VFq1flAd*;>?xL;Pi}Z(_^&&)MBVqMz9~Dx&5Yi-z~ES%*qv-18H^F$aC=eXzqis zJc-GmBuqCk#1`!xCvl7f(d5_~sx6|nW5voUh+U9=3e62_cKX9p#)%Y>sA{Sbm3_&v zznJU%n9xut?@QjgZX?#3uTs`5N0ubCN?uWB>ATB&(|ZF^wA1|VxWhOz@(CxjEzkZT zLYvryeQEABLZbHxSxzx2Zdr=4%v02A3P-bQ-XBIpCMkP}IX;!!eE=@_!6zKE?Y>=) za>r58&UsR8i%+^Y%crqkd*-mbTI0v^G~^`DFuvRh*ZnAcfT+uD=CBHVidsO4ttPUC z#{FXC!NMVU5iL*HYajS3z-Al;#=bp`bMq9Yamq*cB}Hco=!!O#^c@HUrWmF6wFm{< zwaxav#{{Nfml^K~UJwG5Ma^)g7awc9nWa#bGzyy-J>@#=4cQ32>h6rpgZSuS%P}?? z1_%hZU}4{8&h%DQ?K&VMjG2jR9K~B1${XwicwJ*J3Vt9tP9E|=aotOPkXd;^0R7T4 zBVLBEygGw1S2c=QPU&T#^6idl$4%{(yLxI70yQ-?%syoB{x$&5>tk<#Q#V`$yj=FB z;NT6UW|frCFlj@$K~l`@?Zu7N7zTZO|NA3PE>@+aZ?@~eY*Jm#~Utm#&^tJc*5}OA-LbQ4lMpPYz&mI7L&^Y|?uA@F*%~ zOhzVM-OW@>tNn4$%1z%&O$F|UbMCUFxF$$_J41%=04zp*YQq>CUP8Z8{P6P}Yj=;+ zc$IF?eQndtWoBB!XRNghWRk}F_IE*PU6XY+IvX~#UKB?HOgGDG6u!}d=V8A~o#1;} z76XfMTSW+_bv##z$qirVf>#PD6G!(5o?FW0C#YJgt@HIJ_y-i@dVwzLQn1VG^=k@_ zZ=HI{+anO_VE+pPrvw!ZAJJjN>nBpCxKEpN-g86nvtU?L%dwtOW{ z1ps}rEG3Mht!3PL9}y0xWvS3}_W-vrpG$&En0f={fUT{f)M7aD|1-`#g(&lB!;f2m zoH2xbb&TL*(I3{m9tZt(am?_I&RMb{|M-4)>#1&&p5|0*rg4>iG}n#ZqEeYi>4NVq4~dMWX3y8#+vg@fJu(iG!^dyC4Jr4@Yz8Rl zl{t#an_ntAB-U)|!USzh2-4PNb>$QQzUEmbVU zWlczk!_+4nm->JDMTuW&h3l8zPwPL=nDfWXv* z0MpC1nBJQnX8?xAc4VhUXTue4lebSL)Z8f(FiY$$AH@Ld7;_XP!olyffzUwt)!6KQ zdJ56G5P#o=&Ij!i@F4woZdTT$+&bC=thdtY;Ai#6(XusO0C|+@a#G}UsqT%%k`&UQebQ3L6VIj8f7B*ri zb-B-W=RYFm5v>7MVpdjG<*5&tn3iS9@%T8ta>f}B@GmLZ_Az7__=bD_Xa)w=IR}*| zpeyPhzZ&JHq-H{BPOr%6$8WC4#RRK1Nsq=x(P$MBhL^L&icc$bJ$`y&1UG}C7-UhS z&e-FIWko_5%LV&=0?|%AE{(Q|?WTm6pz0;rd2c|(h%SK^kBrt2n|2Q~`@IhrX|K7h zrE4OUS0b#=ouY@^1V}j!`Tm2~X}`tZ^iUZsxG4YGSjjh!_U!z#bGefVSwRT8U=*bt z!@118{)H&F*a58NiB^cAg$gV(fCxU|$fhSm5MWJDA{h34SL+>@iV{ZG6D1}FFz6*7 zdiRM|XdwG)%z5$&srP<)sI}=$$wTjUw3KW`Z9$1-W0_t-%g5frRu0?JVSAq7w62kdk)kAc@&uYmkX z^x@d)VcEyhMDsvGJlg#txcuT>h6<)0Fd8j4Z-nFpASpRuH<3nb8U~Q)z1F*jA(n-T zezg<7U-k_ohRnUZezvjM7A~F!EY*9H^8qBir*r*rvv7wDKX>-3sll_Y@f9V=?$h2; zF)MU~9BJ>2$|~8&^LV2n1t}0tO*DXu(pB`7zuVI8fnD`s&ge?9$n3GRoj}0Z#pO@D?w*L z;IGdRZlbgX9GopP5qatB;e9|&>(`0-OYbZ zk-D>rV&*jD#t3aLI8ssaF$XlgkxGV1Zn%*#fiy7qB*u5PR3KL>PcxpVoFW zY|3YF{I@DOeo@x`?YwPKdvMSd>vbt4?M|9MX(ozXKaCO5`kmt+^OD^1WrG_>S@ ztQ~)O7#tJLj|y2J1xeAL?SoM$E>TPp?1xsZ2oCygeB)DSzrYSNb*5qcd}B4a^f_dkp8gw(tqD-Lb5zn6gtPO#WImcM6{ORfNWqWaMP>g1loN=POfJ207DBZ# zh-G3VTV{vP(w2y}5L}fcEul2;%Q5Z?;_+8WSHVygPUmAx^UeA2psR%Soi7O#HRYCj2Q z*ACbM^Mia(qm-F2^h)3D?{VdNwb=RZ^IPbihyTKfs;KRKv0{Y^B|zYG46l+>78dok zM`NkJTi8yz0xB$jN-jrA zpZQp7_274}iJE&U-;M^P%mD0%6$ZNe`{-&;L;UPTa;hft&+c)ew#K;e79+O8x_*)5 z#sPgCjYy3_GX>`pX1fV$)8JcDv)9qs?!K~?C?oh}bYNMXBy=7&*Ny`jXrdU$#= zYwpAImu=+?nc7tEaZ0@%nyPFCff_e~upi;Z`QG8mdhS(AUdS3Fcp=)|+W|SzVThE+ z=PCtkWREfYyB_@lW~%#Xgy|%XCWWl0EEZJ2u4F5^jXfu7pAeS;PF;8vSe23VD)KFd zxb|poxeJ)Z=ksBjvaVJQtxPpb88;L>>M6$*aYcL$DGg2{(Q`=1M5mbGp4WQ7J z!&z8=dP!sfybTu5hE58id6#`CR%aJW=%4zG%ypdNi3rm-|N2Mb{y<6QbJSf^!{45{ z^5r(x6gGkqkE#qmUnVL+tc~yT*|zJ94D384e7Al!iF&k<@Z8i%{tU&s&f4JWZhQip zR+h9#NK6*|uaneY@gftqVt<`m+rJ-H;=lAh{_ijQ_m}-I7%TZZjQ_G>%nhGoIVPz1 UO`TncD3I7=WNMhV>u|*X03cl9(*OVf literal 0 HcmV?d00001 diff --git a/tutorials/synthetic-preference-data/synthetic_preference_data_generation_llama_3_1_405b.ipynb b/tutorials/synthetic-preference-data/synthetic_preference_data_generation_llama_3_1_405b.ipynb new file mode 100644 index 00000000..3e696bb2 --- /dev/null +++ b/tutorials/synthetic-preference-data/synthetic_preference_data_generation_llama_3_1_405b.ipynb @@ -0,0 +1,894 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Synthetic Preference Data Generation Using Meta's Llama 3.1 405B Instruct\n", + "\n", + "The following notebook will demonstrate how to leverage [Meta's Llama 3.1 405B Instruct](https://build.nvidia.com/meta/llama3.1-405b-instruct), and [Nemotron-4 340B Reward](https://build.nvidia.com/nvidia/nemotron-4-340b-reward) through [build.nvidia.com](https://build.nvidia.com/explore/discover).\n", + "\n", + "The build will be a demonstration of the following pipeline.\n", + "\n", + "![image](https://developer-blogs.nvidia.com/wp-content/uploads/2024/06/SDG-Pipeline-1-625x352.png)\n", + "\n", + "The flow will be split into 2 general parts: \n", + "\n", + "1. **Synthetic Response Generation**: A domain specific input query will be provided by the developer - at which point Llama 3.1 405B Instruct will be leveraged to generate ~150 questions. Then, Llama 3.1 405B Instruct will be used to generated 2 responses for each question. \n", + "2. **Reward Model as a Judge**: Nemotron-4 340B Reward will be used to score the 2 responses per question to be used for further alignment training via [NeMo Aligner](https://github.com/NVIDIA/NeMo-Aligner)." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## build.nvidia.com API Key Set-up!\n", + "\n", + "In order to access the endpoints through [build.nvidia.com](https://build.nvidia.com/explore/discover), an API key is required. \n", + "\n", + "A trial API key is made available with 1,000 tokens (or 5,000 tokens for corporate emails) - the example below will leverage ~4,500 tokens of data, but can be extended beyond that limit using local instances of the models.\n", + "\n", + "There are two steps to get a trial API key:\n", + "\n", + "1. Login (or sign up) through [build.nvidia.com](https://build.nvidia.com/)\n", + "2. Click the `Get API Key` button available on the the `meta/llama3.1-405b-instruct` page, found [here](https://build.nvidia.com/meta/llama3.1-405b-instruct).\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Part 1: Generate Subtopics, questions, and responses with Meta's Llama 3.1 405B Instruct\n", + "\n", + "The first part of the notebook will cover the creation of raw synthetic data from Meta's Llama 3.1 405B Instruct model.\n", + "\n", + "The data generated with this model can be used in accordance with [Meta's Llama 3.1 License]()\n", + "\n", + "### NEED LICENSE LINK" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Prompt Templates for Synthetic Data Generation\n", + "\n", + "To generate questions and responses, there are a few prompt templates required:\n", + "\n", + "1. A prompt template to generate subtopics from a user provided topic\n", + "2. A prompt template to generate questions for a given subtopic\n", + "2. A prompt template to generate responses for a given question" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "TOPIC_GENERATION_PROMPT_TEMPLATE = \"\"\"\\\n", + "Given a topic, generate a list of {n_subtopics} subtopics that are related to the topic.\n", + "\n", + "The topic is: {topic}\n", + "\n", + "The list must be without numbers, and without any description of the subtopics. The subtopics should be separated by a comma. There must be no other text than the list.\n", + "\"\"\"" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "QUESTION_PROMPT_TEMPLATE = \"\"\"\\\n", + "Given a topic, generate {n_questions} questions that could be asked about that topic. Your response should be in a list format.\n", + "\n", + "The topic is: {sub_topic}\n", + "\n", + "The list must be without numbers. The questions should be separated by a newline character. There must be no other text than the list.\n", + "\"\"\"" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "RESPONSE_PROMPT_TEMPLATE = \"\"\"\\\n", + "Given a question, generate 2 responses that could be given to that question. Your response should be in a list format.\n", + "\n", + "The question is: {question}\n", + "\n", + "The list must be in the format:\n", + "\n", + "RESPONSE A: Response A text here\n", + "RESPONSE B: Response B text here\n", + "\"\"\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Defined below are the parameters that will be used throughout the notebook to generate numbers of datapoints. \n", + "\n", + "1. `n_subtopics`, for the given topic `10` sub-topics will be generated by Meta's Llama 3.1 405B Instruct\n", + "2. `n_questions`, for the given sub-topic, `10` questions will be generated by Llama 3.1 405B Instruct\n", + "\n", + "> NOTE: Using the default parameters above - there will be 10 sub-topics, each with 10 questions, each with 2 (hardcoded) responses. That is a total of an estimated ~200 rows of data. " + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "n_subtopics = 10\n", + "n_questions = 10" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Setting OpenAI Client for Synthetic Data Generation\n", + "\n", + "Due to [build.nvidia.com](https://build.nvidia.com/)'s integration with the OpenAI API template - the OpenAI Python library can be used to interact with Meta's Llama 3.1 405B Instruct and Nemotron-4 340B Reward.\n", + "\n", + "To begin, install the [OpenAI Python library](https://github.com/openai/openai-python)." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "!pip install -qU openai" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Provide the NVIDIA API key obtained above in order to ensure access to both models." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "import os\n", + "import getpass\n", + "\n", + "os.environ[\"NVIDIA_API_KEY\"] = getpass.getpass(\"Please enter your OpenAI API key: \")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Using the OpenAI Async client will enable quick and efficient data generation.\n", + "\n", + "It's as easy as pointing the `base_url` parameter to `https://integrate.api.nvidia.com/v1` - and providing the API key." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "from openai import AsyncOpenAI\n", + "\n", + "client = AsyncOpenAI(\n", + " base_url = \"https://integrate.api.nvidia.com/v1\",\n", + " api_key = os.environ[\"NVIDIA_API_KEY\"]\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Generating Subtopics\n", + "\n", + "To start things off, subtopics will be generated for the provided topic. \n", + "\n", + "> NOTE: The parameters of `temperature`, `top_p`, and `max_tokens` can be customized to individual preference." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "async def generate_subtopics(client, topic, n_subtopics):\n", + " prompt = TOPIC_GENERATION_PROMPT_TEMPLATE.format(topic=topic, n_subtopics=n_subtopics)\n", + " response = await client.chat.completions.create(\n", + " model=\"meta/llama3.1-405b-instruct\",\n", + " messages=[\n", + " {\"role\" : \"user\",\n", + " \"content\" : prompt}\n", + " ],\n", + " temperature=0.2,\n", + " top_p=0.7,\n", + " max_tokens=1024,\n", + " )\n", + " return response" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The main topic can be defined below - for the example in the notebook, \"Machine Learning\" will be used." + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [], + "source": [ + "topic = \"Machine Learning\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The cell below will call the Meta's Llama 3.1 405B Instruct endpoint - and return a list of subtopics separated by commas." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [], + "source": [ + "responses = await generate_subtopics(client, topic=topic, n_subtopics=n_subtopics)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The output conforms to the expected format below.\n", + "\n", + "> NOTE: It is possible that additional data cleaning, or formatting may be necessary depending on the prompt templates used. Be sure to confirm the format of the generated data at each step." + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Supervised Learning, Unsupervised Learning, Reinforcement Learning, Deep Learning, Natural Language Processing, Computer Vision, Predictive Modeling, Clustering Algorithms, Neural Networks, Regression Analysis\n" + ] + } + ], + "source": [ + "print(responses.choices[0].message.content)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Due to the data being generated in a comma separated list, Python's `.split(\",\")` will convert the string into a usable list for the following steps." + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [], + "source": [ + "subtopic_list = responses.choices[0].message.content.split(\",\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Generating Questions from Subtopic List\n", + "\n", + "With a list of subtopics, the next step will be to generate `n_questions`, for each subtopic.\n", + "\n", + "First, there needs to be a function to generate \"batches\" of questions.\n", + "\n", + "> NOTE: It would suitable to generate a single question per topic at a time, but more care would be needed to confirm there were no duplicate questions in the dataset." + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [], + "source": [ + "async def generate_questions(client, sub_topic, n_questions):\n", + " prompt = QUESTION_PROMPT_TEMPLATE.format(sub_topic=sub_topic, n_questions=n_questions)\n", + " response = await client.chat.completions.create(\n", + " model=\"stg/meta/llama3.1-405b-instruct\",\n", + " messages=[\n", + " {\"role\" : \"user\",\n", + " \"content\" : prompt}\n", + " ],\n", + " temperature=0.2,\n", + " top_p=0.7,\n", + " max_tokens=1024,\n", + " )\n", + " return response.choices[0].message.content" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This step leverages [`asyncio`](https://docs.python.org/3/library/asyncio.html) from Python's standard library for efficient API calls to [build.nvidia.com](https://build.nvidia.com/)." + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [], + "source": [ + "import asyncio\n", + "\n", + "async def question_generator(client, subtopic_list, n_question):\n", + " tasks = [generate_questions(client, subtopic, n_question) for subtopic in subtopic_list]\n", + " question_list = await asyncio.gather(*tasks)\n", + " return question_list" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Due to running in a notebook environment - it is necessary to use `nest_asyncio` to run an event loop during the current Jupyter event loop." + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [], + "source": [ + "import nest_asyncio\n", + "\n", + "nest_asyncio.apply()\n", + "\n", + "question_list = asyncio.run(question_generator(client, subtopic_list, n_questions))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "It's time to examine the output of the above process!" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['What is supervised learning and how does it differ from unsupervised learning?\\n\\nHow does supervised learning work in the context of machine learning algorithms?\\n\\nWhat are the advantages and disadvantages of using supervised learning in real-world applications?\\n\\nCan supervised learning be used for both classification and regression problems?\\n\\nWhat is the role of labeled data in supervised learning and how is it used to train models?\\n\\nHow do supervised learning algorithms handle noisy or missing data in the training set?\\n\\nWhat are some common supervised learning algorithms and how do they compare to each other?\\n\\nHow does overfitting occur in supervised learning and what techniques can be used to prevent it?\\n\\nWhat is the difference between supervised learning and reinforcement learning?\\n\\nCan supervised learning be used for time-series forecasting and if so, how does it work?',\n", + " 'What is the primary goal of unsupervised learning, and how does it differ from supervised learning?\\n\\nHow do clustering algorithms, such as k-means and hierarchical clustering, group similar data points together?\\n\\nWhat is dimensionality reduction, and how is it used in unsupervised learning to simplify complex data sets?\\n\\nCan you explain the concept of anomaly detection, and how is it used to identify outliers in a data set?\\n\\nWhat is the difference between a generative model and a discriminative model in unsupervised learning?\\n\\nHow does the DBSCAN algorithm handle varying densities and noise in a data set?\\n\\nWhat is the role of feature extraction in unsupervised learning, and how does it relate to feature selection?\\n\\nHow do autoencoders and Generative Adversarial Networks (GANs) learn to represent complex data distributions?\\n\\nWhat are some common evaluation metrics for unsupervised learning models, and how are they used to assess performance?\\n\\nCan you describe a scenario where unsupervised learning would be more suitable than supervised learning for solving a particular problem?',\n", + " 'What is the main goal of reinforcement learning in artificial intelligence?\\n\\nHow does reinforcement learning differ from supervised and unsupervised learning?\\n\\nWhat is the role of an agent in a reinforcement learning system?\\n\\nCan reinforcement learning be used in situations where the environment is partially observable?\\n\\nWhat is the concept of exploration-exploitation trade-off in reinforcement learning?\\n\\nHow do reinforcement learning algorithms handle delayed rewards or sparse rewards?\\n\\nWhat is the difference between on-policy and off-policy reinforcement learning?\\n\\nCan reinforcement learning be applied to real-world problems such as robotics and autonomous vehicles?\\n\\nHow does reinforcement learning relate to game theory and multi-agent systems?\\n\\nWhat are some of the challenges and limitations of reinforcement learning in complex environments?',\n", + " 'What is the fundamental difference between deep learning and traditional machine learning approaches?\\n\\nHow do deep neural networks handle complex data such as images, speech, and text?\\n\\nWhat is the role of activation functions in deep learning models?\\n\\nCan deep learning models be used for both supervised and unsupervised learning tasks?\\n\\nHow do convolutional neural networks (CNNs) and recurrent neural networks (RNNs) differ in their applications?\\n\\nWhat is the concept of overfitting in deep learning, and how can it be addressed?\\n\\nHow do deep learning models learn to represent and generalize from large datasets?\\n\\nWhat is the significance of batch normalization and dropout techniques in deep learning?\\n\\nCan deep learning models be interpreted and explained, or are they black boxes?\\n\\nHow do deep learning frameworks such as TensorFlow and PyTorch support the development of deep learning models?',\n", + " 'What are the main applications of Natural Language Processing in real-world scenarios?\\n\\nHow does Natural Language Processing differ from traditional computer programming languages?\\n\\nWhat are the key challenges in developing Natural Language Processing systems that can understand nuances of human language?\\n\\nCan Natural Language Processing systems truly \"understand\" the meaning of text, or are they limited to pattern recognition?\\n\\nWhat role does machine learning play in the development of Natural Language Processing systems?\\n\\nHow do Natural Language Processing systems handle ambiguity and uncertainty in language?\\n\\nWhat are some common techniques used in Natural Language Processing for text preprocessing and normalization?\\n\\nHow can Natural Language Processing be used to improve human-computer interaction and user experience?\\n\\nWhat are some potential biases and limitations of Natural Language Processing systems, and how can they be addressed?\\n\\nCan Natural Language Processing systems be used to generate creative content, such as stories or poetry, that is indistinguishable from human-generated content?',\n", + " 'What are the primary applications of computer vision in the field of robotics?\\n\\nHow does computer vision differ from image processing, and what are the key overlaps between the two?\\n\\nWhat role does machine learning play in the development of computer vision systems?\\n\\nCan computer vision systems be used to accurately recognize and classify objects in real-time?\\n\\nWhat are some of the most significant challenges in developing computer vision systems for autonomous vehicles?\\n\\nHow does computer vision contribute to the field of augmented reality?\\n\\nWhat are the key differences between structured and unstructured computer vision approaches?\\n\\nCan computer vision systems be used to detect and analyze human emotions and behavior?\\n\\nWhat are some potential security risks associated with the use of computer vision systems?\\n\\nHow does computer vision intersect with other areas of artificial intelligence, such as natural language processing?',\n", + " \"What is predictive modeling and how is it used in real-world applications?\\n\\nHow does predictive modeling differ from descriptive and prescriptive analytics?\\n\\nWhat are some common techniques used in predictive modeling, such as regression and decision trees?\\n\\nWhat is the role of data quality and preprocessing in building accurate predictive models?\\n\\nHow do predictive models handle missing or incomplete data?\\n\\nWhat is overfitting in predictive modeling, and how can it be prevented?\\n\\nHow do ensemble methods, such as bagging and boosting, improve predictive model performance?\\n\\nWhat is the difference between a predictive model's accuracy and its interpretability?\\n\\nHow can predictive models be validated and evaluated for their performance?\\n\\nCan predictive models be used for both classification and regression tasks, and how do the approaches differ?\",\n", + " 'What are the most common types of clustering algorithms used in data analysis?\\n\\nHow do clustering algorithms handle outliers and noisy data in a dataset?\\n\\nCan clustering algorithms be used for both supervised and unsupervised learning tasks?\\n\\nWhat is the difference between hierarchical and non-hierarchical clustering algorithms?\\n\\nHow do clustering algorithms determine the optimal number of clusters in a dataset?\\n\\nWhat is the role of distance metrics in clustering algorithms, and how do they affect the results?\\n\\nHow do clustering algorithms handle high-dimensional data, and what are the challenges associated with it?\\n\\nCan clustering algorithms be used for real-time data analysis, and what are the limitations?\\n\\nHow do clustering algorithms handle overlapping or fuzzy clusters in a dataset?\\n\\nWhat are some common evaluation metrics used to assess the performance of clustering algorithms?',\n", + " 'What is the basic structure of a neural network and how do its components interact?\\n\\nHow do neural networks learn from data, and what is the role of backpropagation in this process?\\n\\nWhat are the differences between supervised, unsupervised, and reinforcement learning in neural networks?\\n\\nCan neural networks be used for tasks other than classification and regression, such as clustering or dimensionality reduction?\\n\\nHow do convolutional neural networks (CNNs) and recurrent neural networks (RNNs) differ from traditional feedforward networks?\\n\\nWhat is the vanishing gradient problem in neural networks, and how can it be addressed?\\n\\nHow do neural networks handle missing or noisy data, and what techniques can be used to improve their robustness?\\n\\nWhat is the role of activation functions in neural networks, and how do different activation functions affect network behavior?\\n\\nCan neural networks be used for real-time processing and decision-making, or are they limited to batch processing?\\n\\nHow can neural networks be interpreted and explained, and what techniques are available for understanding their decisions and behavior?',\n", + " 'What is the primary purpose of regression analysis in statistics?\\n\\nHow does simple linear regression differ from multiple linear regression?\\n\\nWhat are the assumptions that must be met for a regression analysis to be considered valid?\\n\\nWhat is the difference between a dependent variable and an independent variable in regression analysis?\\n\\nHow is the coefficient of determination (R-squared) used to evaluate the fit of a regression model?\\n\\nWhat is the purpose of residual analysis in regression, and how is it performed?\\n\\nHow does multicollinearity affect the results of a regression analysis, and how can it be addressed?\\n\\nWhat is the difference between a linear regression model and a nonlinear regression model?\\n\\nHow is regression analysis used in forecasting and prediction, and what are some common applications?\\n\\nWhat are some common pitfalls or limitations of regression analysis that researchers should be aware of?']" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "question_list" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The list for each question is now collected into a single long list. " + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [], + "source": [ + "question_list_formatted = []\n", + "\n", + "for question_set in question_list:\n", + " question_list_formatted += question_set.split(\"\\n\\n\")" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "100" + ] + }, + "execution_count": 24, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(question_list_formatted)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Generating Responses from Question List\n", + "\n", + "Using the question list, Meta's Llama 3.1 405B Instruct can be used to generate responses to the questions. \n", + "\n", + "The first things needed is a function that will be used to generate the response from [build.nvidia.com](https://build.nvidia.com/)!" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [], + "source": [ + "async def generate_responses(client, question):\n", + " prompt = RESPONSE_PROMPT_TEMPLATE.format(question=question)\n", + " response = await client.chat.completions.create(\n", + " model=\"stg/meta/llama3.1-405b-instruct\",\n", + " messages=[\n", + " {\"role\" : \"user\",\n", + " \"content\" : prompt}\n", + " ],\n", + " temperature=0.2,\n", + " top_p=0.7,\n", + " max_tokens=1024,\n", + " )\n", + " return response.choices[0].message.content" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Again, the `asycio` library allows efficient use of the API." + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [], + "source": [ + "async def response_generator(client, question_list):\n", + " tasks = [generate_responses(client, question) for question in question_list]\n", + " response_list = await asyncio.gather(*tasks)\n", + " return response_list" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [], + "source": [ + "question_response_list = asyncio.run(response_generator(client, question_list_formatted))" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['Here are two possible responses to the question:\\n\\nRESPONSE A: Supervised learning is a type of machine learning where the algorithm is trained on labeled data, meaning the data is already tagged with the correct output. The goal of supervised learning is to learn a mapping between input data and the corresponding output labels, so the algorithm can make predictions on new, unseen data. In contrast, unsupervised learning involves training an algorithm on unlabeled data, and the goal is to identify patterns or structure in the data without any prior knowledge of the output labels.\\n\\nRESPONSE B: Supervised learning is a machine learning approach where the model is trained on a dataset that includes both input data and corresponding output labels. This allows the model to learn from the labeled examples and make predictions on new data. Unsupervised learning, on the other hand, involves training a model on a dataset without any output labels, and the goal is to discover hidden patterns or relationships in the data. The key difference between the two is that supervised learning is focused on making predictions based on labeled data, while unsupervised learning is focused on discovering new insights and patterns in the data without any prior knowledge of the output labels.',\n", + " 'Here are two possible responses to the question:\\n\\nRESPONSE A: Supervised learning is a type of machine learning algorithm where the model is trained on labeled data, meaning the data is already tagged with the correct output. The model learns to map inputs to outputs based on the labeled data, and its performance is evaluated on a separate test dataset. The goal of supervised learning is to make predictions on new, unseen data by generalizing the patterns learned from the training data. For example, a supervised learning model can be trained on images of dogs and cats, labeled as such, to learn to classify new images as either dogs or cats.\\n\\nRESPONSE B: Supervised learning works by using a dataset that contains input-output pairs, where the input is the data and the output is the corresponding label or response. The machine learning algorithm learns to identify the relationship between the input data and the output labels, and uses this knowledge to make predictions on new data. The process involves three main steps: data preparation, model training, and model evaluation. During training, the model is presented with the labeled data and adjusts its parameters to minimize the error between its predictions and the actual labels. Once the model is trained, it can be used to make predictions on new data, and its performance is evaluated using metrics such as accuracy, precision, and recall.',\n", + " 'Here are two possible responses to the question:\\n\\nRESPONSE A: Supervised learning has several advantages, including high accuracy and efficiency in solving well-defined problems, ease of implementation, and interpretability of results. However, its main disadvantage is that it requires a large amount of labeled data, which can be time-consuming and expensive to obtain. Additionally, supervised learning models can be prone to overfitting and may not generalize well to new, unseen data. In real-world applications, supervised learning is suitable for tasks such as image classification, sentiment analysis, and speech recognition, where high accuracy is crucial and the data is well-structured.\\n\\nRESPONSE B: The advantages of supervised learning in real-world applications include its ability to learn from data and improve over time, its robustness to noise and outliers, and its ability to handle complex, high-dimensional data. However, supervised learning also has some significant disadvantages, including the need for large amounts of labeled data, the risk of model bias and overfitting, and the difficulty of selecting the right features and hyperparameters. In addition, supervised learning models can be computationally expensive to train and deploy, and may require significant expertise to interpret and maintain. Despite these challenges, supervised learning remains a widely used and effective approach in many applications, including natural language processing, recommender systems, and predictive maintenance.',\n", + " 'Here are 2 possible responses to the question:\\n\\nRESPONSE A: Yes, supervised learning can be used for both classification and regression problems. In classification, the goal is to predict a categorical label, while in regression, the goal is to predict a continuous value. Supervised learning algorithms such as decision trees, random forests, and support vector machines can be used for both classification and regression tasks, with the main difference being the type of output variable.\\n\\nRESPONSE B: Absolutely, supervised learning is a versatile machine learning approach that can be applied to both classification and regression problems. For classification problems, supervised learning algorithms learn to map inputs to discrete labels, while for regression problems, they learn to map inputs to continuous outputs. Many popular supervised learning algorithms, including linear regression, logistic regression, and neural networks, can be adapted for use in either classification or regression settings, making supervised learning a powerful tool for a wide range of applications.',\n", + " \"Here are two possible responses to the question:\\n\\nRESPONSE A: Labeled data plays a crucial role in supervised learning as it provides the model with a clear understanding of the relationship between input data and the corresponding output. The labeled data is used to train the model, where the model learns to map the input data to the correct output based on the labels provided. The model uses this labeled data to adjust its parameters and minimize the error between its predictions and the actual labels, ultimately improving its performance and accuracy.\\n\\nRESPONSE B: In supervised learning, labeled data serves as a guide for the model to learn from, allowing it to make predictions on new, unseen data. The labeled data is used to train the model through a process of pattern recognition, where the model identifies relationships between the input data and the corresponding labels. As the model is trained on the labeled data, it becomes increasingly accurate in its predictions, and the labeled data helps to refine the model's performance by providing a benchmark against which to measure its accuracy.\"]" + ] + }, + "execution_count": 43, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "question_response_list[:5]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In order to move to the next stage, a dataset will be created in `.jsonl` format and will store questions with the responses generated." + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "metadata": {}, + "outputs": [], + "source": [ + "question_response_pair_list = []\n", + "for question, response_set in zip(question_list_formatted, question_response_list):\n", + " question_response_pair_list.append(\n", + " {\n", + " \"question\" : question, \n", + " \"responses\" : {\n", + " \"response_a\" : {\"response\" : response_set.split(\"RESPONSE B:\")[0].replace(\"RESPONSE A:\", \"\").strip().split(\"\\n\\n\")[-1].strip()},\n", + " \"response_b\" : {\"response\" : response_set.split(\"RESPONSE B:\")[-1].split(\"\\n\\n\")[0].strip()}\n", + " },\n", + " }\n", + " )" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The dataset will be written out to a file called `synthetic_data.jsonl` below!" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "metadata": {}, + "outputs": [], + "source": [ + "import json\n", + "\n", + "with open('synthetic_data.jsonl', 'w') as f:\n", + " for item in question_response_pair_list:\n", + " f.write(json.dumps(item))\n", + " f.write('\\n')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Using Nemotron-4 340B Reward to Generate a Preference Dataset\n", + "\n", + "Equipped with a dataset that has questions that have response pairs, a preference dataset that is compatible with DPO training, SteerLM reward model training, and RLHF reward model training can be generated straightforwardly thanks to [Nemotron-4 340B Reward](https://build.nvidia.com/nvidia/nemotron-4-340b-reward) available through [build.nvidia.com](https://build.nvidia.com/)!\n", + "\n", + "First, an example of how to use the endpoint.\n", + "\n", + "1. You must both provide a user message, and an assistant message!\n", + "2. It will return a chat-style message with the scores, as well as the scores in the `logprogs` parameter.\n", + "\n", + "The response package will include scores related to five attributes:\n", + "\n", + "1. Helpfulness: Overall helpfulness of the response to the prompt.\n", + "2. Correctness: Inclusion of all pertinent facts without errors.\n", + "3. Coherence: Consistency and clarity of expression.\n", + "4. Complexity: Intellectual depth required to write response (i.e. whether the response can be written by anyone with basic language competency or requires deep domain expertise).\n", + "5. Verbosity: Amount of detail included in the response, relative to what is asked for in the prompt." + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "metadata": {}, + "outputs": [], + "source": [ + "messages = [\n", + " {\n", + " \"role\" : \"user\",\n", + " \"content\" : \"Hello!\"\n", + " },\n", + " {\n", + " \"role\": \"assistant\",\n", + " \"content\": \"Hello! How can I help you today?\"\n", + " },\n", + "]" + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "metadata": {}, + "outputs": [], + "source": [ + "response = await client.chat.completions.create(\n", + " model=\"nvidia/nemotron-4-340b-reward\",\n", + " messages=messages,\n", + " )" + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "ChatCompletion(id='426fb23a-176b-4553-a80c-9d53b130b6fb', choices=[Choice(finish_reason='length', index=0, logprobs=ChoiceLogprobs(content=[ChatCompletionTokenLogprob(token='helpfulness', bytes=None, logprob=4.09375, top_logprobs=[]), ChatCompletionTokenLogprob(token='correctness', bytes=None, logprob=4.03125, top_logprobs=[]), ChatCompletionTokenLogprob(token='coherence', bytes=None, logprob=4.25, top_logprobs=[]), ChatCompletionTokenLogprob(token='complexity', bytes=None, logprob=0.5703125, top_logprobs=[]), ChatCompletionTokenLogprob(token='verbosity', bytes=None, logprob=1.109375, top_logprobs=[])]), message=[ChatCompletionMessage(content='helpfulness:4.09375,correctness:4.03125,coherence:4.25,complexity:0.5703125,verbosity:1.109375', role='assistant', function_call=None, tool_calls=None)])], created=None, model=None, object=None, service_tier=None, system_fingerprint=None, usage=CompletionUsage(completion_tokens=1, prompt_tokens=54, total_tokens=55))" + ] + }, + "execution_count": 50, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "response" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The `logprobs` can be handled in a similar fashion to message content, as demonstrated below!" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[ChatCompletionTokenLogprob(token='helpfulness', bytes=None, logprob=4.09375, top_logprobs=[]),\n", + " ChatCompletionTokenLogprob(token='correctness', bytes=None, logprob=4.03125, top_logprobs=[]),\n", + " ChatCompletionTokenLogprob(token='coherence', bytes=None, logprob=4.25, top_logprobs=[]),\n", + " ChatCompletionTokenLogprob(token='complexity', bytes=None, logprob=0.5703125, top_logprobs=[]),\n", + " ChatCompletionTokenLogprob(token='verbosity', bytes=None, logprob=1.109375, top_logprobs=[])]" + ] + }, + "execution_count": 51, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "response.choices[0].logprobs.content" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "It's useful to define a simple helper function that can extract the scores to be used in the construction of a dataset." + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "metadata": {}, + "outputs": [], + "source": [ + "def get_scores_from_response(openai_response_template):\n", + " logprobs = openai_response_template.choices[0].logprobs.content\n", + " score_dict = {}\n", + " for score in logprobs:\n", + " score_dict[score.token] = score.logprob\n", + " return score_dict" + ] + }, + { + "cell_type": "code", + "execution_count": 53, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'helpfulness': 4.09375,\n", + " 'correctness': 4.03125,\n", + " 'coherence': 4.25,\n", + " 'complexity': 0.5703125,\n", + " 'verbosity': 1.109375}" + ] + }, + "execution_count": 53, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "get_scores_from_response(response)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Similar to the synthetic data generation above, using `asyncio` will help provide scores in a time-efficient manner." + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "metadata": {}, + "outputs": [], + "source": [ + "async def get_response_and_scores(client, model, question, response_content):\n", + " messages = [\n", + " {\n", + " \"role\": \"user\",\n", + " \"content\": question\n", + " },\n", + " {\n", + " \"role\": \"assistant\",\n", + " \"content\": response_content\n", + " },\n", + " ]\n", + " \n", + " response = await client.chat.completions.create(\n", + " model=model,\n", + " messages=messages,\n", + " )\n", + " \n", + " scores = get_scores_from_response(response)\n", + " return scores" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Copying the list is important to avoid overwriting or modifying the original data - though it can be reloaded from `JSONL`." + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "metadata": {}, + "outputs": [], + "source": [ + "question_response_score_list = question_response_pair_list.copy()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Scores are calculated efficiently using `asyncio`." + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "metadata": {}, + "outputs": [], + "source": [ + "async def process_question_response_pairs(client, model, question_response_score_list):\n", + " tasks = []\n", + " for question_response_pair in question_response_score_list:\n", + " question = question_response_pair[\"question\"]\n", + " \n", + " task_a = get_response_and_scores(client, model, question, question_response_pair[\"responses\"][\"response_a\"][\"response\"])\n", + " task_b = get_response_and_scores(client, model, question, question_response_pair[\"responses\"][\"response_b\"][\"response\"])\n", + " \n", + " tasks.append((task_a, question_response_pair, \"response_a\"))\n", + " tasks.append((task_b, question_response_pair, \"response_b\"))\n", + " \n", + " results = await asyncio.gather(*[task[0] for task in tasks])\n", + " \n", + " for i, (result, task_info) in enumerate(zip(results, tasks)):\n", + " _, question_response_pair, response_key = task_info\n", + " question_response_pair[\"responses\"][response_key].update(result)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Nothing left to do but fire it off!" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "metadata": {}, + "outputs": [], + "source": [ + "await process_question_response_pairs(client, \"nvidia/nemotron-4-340b-reward\", question_response_score_list)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Quality can be relatively preserved by only keeping rows that have at least a `3.0` in the overall metric - in this case helpfulness. This will help ensure that the data remains high quality. " + ] + }, + { + "cell_type": "code", + "execution_count": 58, + "metadata": {}, + "outputs": [], + "source": [ + "threshold = 3.0" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "FInally, the dataset can be exported in `.JSONL` format for use in [NeMo Aligner](https://github.com/NVIDIA/NeMo-Aligner)." + ] + }, + { + "cell_type": "code", + "execution_count": 59, + "metadata": {}, + "outputs": [], + "source": [ + "with open(f'synthetic_data_with_scores_filtered-{threshold}.jsonl', 'w') as f:\n", + " for item in question_response_score_list:\n", + " question = item[\"question\"]\n", + " response_a = item[\"responses\"][\"response_a\"]\n", + " response_b = item[\"responses\"][\"response_b\"]\n", + " response_a[\"question\"] = question\n", + " response_b[\"question\"] = question\n", + " if response_a[\"helpfulness\"] < threshold and response_b[\"helpfulness\"] < threshold:\n", + " continue\n", + " f.write(json.dumps(response_a))\n", + " f.write('\\n')\n", + " f.write(json.dumps(response_b))\n", + " f.write('\\n')" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.12" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/tutorials/synthetic-retrieval-evaluation/DeDup.py b/tutorials/synthetic-retrieval-evaluation/DeDup.py new file mode 100755 index 00000000..76f31e5d --- /dev/null +++ b/tutorials/synthetic-retrieval-evaluation/DeDup.py @@ -0,0 +1,56 @@ +import concurrent.futures +import os + +import numpy as np +from Endpoints import * +from openai import OpenAI +from sklearn.cluster import AgglomerativeClustering +from sklearn.metrics.pairwise import cosine_distances + + +class Dedup: + def __init__(self): + self.embedding_model = Embed() + + def get_embedding_vector(self, text): + return self.embedding_model.invoke(text) + + def list2vec(self, text_list, num_workers=100): + def process_text(text): + return text, self.get_embedding_vector(text) + + with concurrent.futures.ThreadPoolExecutor(max_workers=num_workers) as executor: + results = list(executor.map(process_text, text_list)) + + texts, embeddings = zip(*results) + embeddings = np.array(embeddings) + + return list(texts), embeddings + + def clustering(self, embeddings, threshold=0.075): + cosine_dist_matrix = cosine_distances(embeddings) + + agg_clustering = AgglomerativeClustering( + n_clusters=None, + affinity="precomputed", + linkage="complete", + distance_threshold=threshold, + ) + labels = agg_clustering.fit_predict(cosine_dist_matrix) + + return labels + + def execute(self, text_list): + texts, embeddings = self.list2vec(text_list) + labels = self.clustering(embeddings) + + unique_text = {} + unique_text.update( + { + label: text + for text, label in zip(texts, labels) + if label not in unique_text + } + ) + + return list(unique_text.values()) diff --git a/tutorials/synthetic-retrieval-evaluation/Endpoints.py b/tutorials/synthetic-retrieval-evaluation/Endpoints.py new file mode 100755 index 00000000..0c2f57ac --- /dev/null +++ b/tutorials/synthetic-retrieval-evaluation/Endpoints.py @@ -0,0 +1,58 @@ +import json +import os +import time + +import requests +from openai import OpenAI + + +class Embed: + def __init__(self): + self.client = OpenAI( + base_url="https://ai.api.nvidia.com/v1/retrieval/nvidia", + api_key=os.getenv("BUILD_NVIDIA_API_KEY"), + ) + + def invoke(self, text): + return ( + self.client.embeddings.create( + input=[text], + model="NV-Embed-QA", + encoding_format="float", + extra_body={"input_type": "query", "truncate": "NONE"}, + ) + .data[0] + .embedding + ) + + +class LLaMa_405B: + def __init__(self): + self.url = "https://integrate.api.nvidia.com/v1/chat/completions" + self.headers = { + "Content-Type": "application/json", + "Authorization": "Bearer " + os.getenv("BUILD_NVIDIA_API_KEY"), + } + + def invoke(self, prompt, schema=None): + self.payload = { + "model": "meta/llama-3.1-405b-instruct", + "messages": [{"role": "user", "content": prompt}], + "temperature": 0, + "stream": False, + "max_tokens": 1024, + } + if schema is not None: + self.payload["nvext"] = schema + + session = requests.Session() + response = session.post(self.url, headers=self.headers, json=self.payload) + + while response.status_code == 202: + request_id = response.headers.get("NVCF-REQID") + fetch_url = fetch_url_format + request_id + response = session.get(fetch_url, headers=headers) + + response_body = response.json() + + return response_body["choices"][0]["message"]["content"] diff --git a/tutorials/synthetic-retrieval-evaluation/Generator.py b/tutorials/synthetic-retrieval-evaluation/Generator.py new file mode 100755 index 00000000..4c682281 --- /dev/null +++ b/tutorials/synthetic-retrieval-evaluation/Generator.py @@ -0,0 +1,194 @@ +import ast +import json + +from Endpoints import * +from prompts import * + + +class Generator: + def __init__(self): + self.llm = LLaMa_405B() + + def extract_points_of_interest(self, persona, file_name, passage): + prompt = extract_user_interest_prompt.format( + persona=persona, file_name=file_name, passage=passage + ) + + schema = { + "guided_json": { + "type": "object", + "properties": { + "list_of_interest": { + "description": "[]", + "type": "array", + } + }, + "required": ["list_of_interest"], + } + } + + raw_answer = json.loads(self.llm.invoke(prompt, schema)) + return raw_answer + + def extract_compatible_question_type(self, interest, types, file_name, passage): + prompt = extract_compatible_question_type_prompt.format( + interest="\n".join(interest), + types="\n".join(types), + file_name=file_name, + passage=passage, + ) + + schema = { + "guided_json": { + "type": "object", + "properties": { + "reasoning": { + "description": "show your reasoning", + "type": "string", + }, + "list_of_extractable_types_of_questions": { + "description": "list_of_extractable_types_of_questions", + "type": "array", + }, + }, + "required": ["reasoning", "list_of_extractable_types_of_questions"], + } + } + answer = json.loads(self.llm.invoke(prompt, schema)) + return answer + + def generate_questions(self, file_name, passage, interest, types): + prompt = extract_questions_prompt.format( + file_name=file_name, passage=passage, interest=interest, types=types + ) + + schema = { + "guided_json": { + "type": "object", + "properties": { + "generated_questions": { + "description": "[questions]", + "type": "array", + } + }, + "required": ["generated_questions"], + } + } + try: + answer = json.loads(self.llm.invoke(prompt, schema))["generated_questions"] + return answer + except: + return [] + + def conversational_re_write(self, question, file_name, passage): + prompt = conversational_re_write_prompt.format( + question=question, file_name=file_name, passage=passage + ) + schema = { + "guided_json": { + "type": "object", + "properties": { + "re_written_question": {"description": "", "type": "string"} + }, + "required": ["re_written_question"], + } + } + + answer = json.loads(self.llm.invoke(prompt, schema)) + return answer + + def writing_style(self, persona): + prompt = extract_writing_style.format(persona=persona) + schema = { + "guided_json": { + "type": "object", + "properties": { + "writing_style": { + "description": "", + "type": "string", + } + }, + "required": ["writing_style"], + } + } + answer = self.llm.invoke(prompt, schema) + + return answer + + def persona_rewrite(self, persona, question): + prompt = persona_rewrite_prompt.format(persona=persona, question=question) + + schema = { + "guided_json": { + "type": "object", + "properties": { + "new_question": { + "description": "", + "type": "string", + } + }, + "required": ["new_question"], + } + } + try: + answer = self.llm.invoke(prompt, schema) + return answer + except: + return {"reasoning": "error", "new_question": question} + + +class Relevance_Filter: + def __init__(self): + self.llm = LLaMa_405B() + + def execute(self, question, file_name, passage): + prompt = filter_relevance_prompt.format( + question=question, file_name=file_name, passage=passage + ) + + schema = { + "guided_json": { + "type": "object", + "properties": { + "Reasoning": { + "description": "1-10 words of reasoning", + "type": "string", + }, + "Your_Decision": { + "description": "fill with judgement option", + "type": "string", + }, + }, + "required": ["Reasoning", "Your_Decision"], + } + } + + answer = json.loads(self.llm.invoke(prompt, schema)) + + return answer + + +class Intelligent_Question_Filter: + def __init__(self): + self.llm = LLaMa_405B() + + def execute(self, question, file_name, passage): + prompt = intelligent_question_filter_prompt.format( + question=question, file_name=file_name, passage=passage + ) + + schema = { + "guided_json": { + "type": "object", + "properties": { + "Type_of_question": { + "description": "", + "type": "string", + } + }, + "required": ["Type_of_question"], + } + } + + answer = json.loads(self.llm.invoke(prompt, schema)) + return answer diff --git a/tutorials/synthetic-retrieval-evaluation/README.md b/tutorials/synthetic-retrieval-evaluation/README.md new file mode 100644 index 00000000..0f53ecdc --- /dev/null +++ b/tutorials/synthetic-retrieval-evaluation/README.md @@ -0,0 +1,13 @@ +# Synthetic Data for Evaluating Retrieval Pipelines + +This example walksthrough how to generate Synthetic Data using the LLaMa 3.1 405B model. + +## How to Run the example + +``` +docker run -it --net=host --gpus all -v path/to/dir:/mount nvcr.io/nvidia/pytorch:24.02-py3 +cd /mount +pip install openai +export BUILD_NVIDIA_API_KEY=nvapi-... +jupyter notebook +``` diff --git a/tutorials/synthetic-retrieval-evaluation/SDG-Retriever_Eval_Tutorial.ipynb b/tutorials/synthetic-retrieval-evaluation/SDG-Retriever_Eval_Tutorial.ipynb new file mode 100644 index 00000000..dc1743bd --- /dev/null +++ b/tutorials/synthetic-retrieval-evaluation/SDG-Retriever_Eval_Tutorial.ipynb @@ -0,0 +1,4241 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "5a1320b5", + "metadata": {}, + "source": [ + "# Tutorial - Generating Evaluation Data for Retrieval Pipelines" + ] + }, + { + "cell_type": "markdown", + "id": "41a6c849", + "metadata": {}, + "source": [ + "This notebooks outlines one of many usecases for synthetic data. This notebook guides you through the process of generating questions with which you can evaluate an Retrieval Pipeline. Let's get started.\n", + "\n", + "Before we start generating the data, let's align on the larger process - To evaluate a retriever, you need two things, questions & the ground truth. From a synthetic data perspective we are flipping the problem on its head. We can start with a few documents, create chunks and then create questions that can be answered using those chunks. In this manner, we already know the chunks for each question and can create the evaluation pairs. If you want to learn more about naunces of evaluating retrieval pipelines, please do check out [this article](https://developer.nvidia.com/blog/evaluating-retriever-for-enterprise-grade-rag/).\n", + "\n", + "For the sake of simplicity of explaination, the document ingestion and chunking pipeline has been skipped for this notebook and we will work with just 1 chunk to understand the core process.\n", + "\n", + "**The core challenge we want to solve with synthetic data for evaluation is that we may not have a dataset that represents our users** To that end, let's think through a simple 3 step pipeline with which we can leverage various pesonsas to guide our evaluation data" + ] + }, + { + "cell_type": "markdown", + "id": "fb2b6c5c", + "metadata": {}, + "source": [ + "![Pipeline](imgs/1.PNG)" + ] + }, + { + "cell_type": "markdown", + "id": "740b59ac", + "metadata": {}, + "source": [ + "Before diving into the specifics, let's look at the chunk and a few sample personas" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "12bb1f85", + "metadata": {}, + "outputs": [], + "source": [ + "CHUNK = \"\"\"The proposed acquisition of GreenTech Inc. by SolarPower Corporation stands as one of the most notable transactions\\\n", + "in the renewable energy sector this year. Valued at $3 billion, the deal aims to combine GreenTech's cutting-edge battery\\\n", + "technology with SolarPower's extensive solar panel manufacturing and distribution network. The anticipated operational\\\n", + "synergies are expected to result in a 20% reduction in production costs and a 15% increase in revenue over the next two years.\\\n", + "However, the transaction is under intense scrutiny from regulatory bodies due to potential antitrust concerns.\\\n", + "The Federal Trade Commission (FTC) has indicated that the merger could potentially create a monopoly in the renewable energy\\\n", + "storage market, potentially stifling competition and innov|ation.\n", + "\n", + "SolarPower has committed to maintaining GreenTech's research and development (R&D) center, which employs over 500 scientists\\\n", + "and engineers, as an independent entity to preserve its innovative culture. Additionally, all existing employment contracts will\\\n", + "be honored, alleviating concerns about potential layoffs. The merger agreement includes a $150 million breakup fee, payable to\\\n", + "GreenTech if SolarPower fails to secure the necessary regulatory approvals, thereby mitigating financial risks for GreenTech\\\n", + "should the deal fall through.\n", + "\n", + "The agreement includes detailed representations and warranties, specifying the accuracy of financial statements,\\\n", + "the absence of undisclosed liabilities, and compliance with applicable laws. It also entails a thorough indemnification process\\\n", + "to protect both parties against potential breaches of these representations and warranties. SolarPower and GreenTech have\\\n", + "agreed to covenants that restrict GreenTech from incurring new debt, issuing additional shares, or significantly altering\\\n", + "business operations without SolarPower's consent prior to the deal’s closure. These covenants are designed to preserve the\\\n", + "value of GreenTech and ensure a smooth transition post-merger. The agreement further outlines a comprehensive due diligence\\\n", + "process, including environmental assessments and audits of GreenTech’s intellectual property portfolio, to ensure all assets\\\n", + "and liabilities are accurately accounted for before the finalization of the transaction.\n", + "\n", + "The European Commission is also reviewing the merger to assess its impact on the EU market, particularly regarding competition\\\n", + "and market dominance. This evaluation involves submitting detailed filings that include market analyses, competitive impact\\\n", + "assessments, and economic justifications for the merger. The review process requires both companies to respond promptly to\\\n", + "inquiries and provide comprehensive documentation. Additionally, to secure approval, SolarPower and GreenTech may need to make\\\n", + "concessions, such as divesting certain business units or assets, to alleviate concerns about reduced competition.\\\n", + "Ensuring compliance with the EU Merger Regulation involves not only addressing competitive effects but also ensuring that\\\n", + "the merger aligns with broader EU policies on market fairness and consumer protection.\n", + "\"\"\"\n", + "\n", + "FILE_NAME = \"GreenTech_Acquistion.txt\"\n", + "\n", + "PERSONAS = [\n", + " \"\"\"\n", + " Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\n", + " \"\"\",\n", + " \"\"\"\n", + " Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\n", + " \"\"\",\n", + " \"\"\"\n", + " Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \n", + " \"\"\" \n", + "]\n" + ] + }, + { + "cell_type": "markdown", + "id": "60659eb4", + "metadata": {}, + "source": [ + "The above examples are about a paragraph about a merger. Let's say we have three types of audiences and we went about creating a few persona descriptions for them.\n", + "\n", + "**Note-** Most of the nuts and bolts of the prompting the LLM have been bucketed into a few util classes. Feel free to checkout `prompts.py`, `Generator.py` & `DeDup.py` if you are curious about the implementation details" + ] + }, + { + "cell_type": "markdown", + "id": "5a3e07ad", + "metadata": {}, + "source": [ + "## Generate Questions" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "9b0659af", + "metadata": {}, + "outputs": [], + "source": [ + "from Generator import *\n", + "import json\n", + "from DeDup import *\n", + "import concurrent.futures\n", + "\n", + "generator = Generator()\n", + "dedup = Dedup()" + ] + }, + { + "cell_type": "markdown", + "id": "fc657ce6", + "metadata": {}, + "source": [ + "![Pipeline: Step 1](imgs/2.PNG)\n", + " \n", + "The first step is to generate questions. This step has 4 parts -" + ] + }, + { + "cell_type": "markdown", + "id": "0a70709d", + "metadata": {}, + "source": [ + "### Generating Points of Interest" + ] + }, + { + "cell_type": "markdown", + "id": "1181b280", + "metadata": {}, + "source": [ + "As we are trying to tailor the questions to what our users may ask, therefore, we should extract the points of interest of our selected personas in the passage." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "7cc10d60", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Persona Processed: \n", + " Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\n", + " \n", + "Persona Processed: \n", + " Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\n", + " \n", + "Persona Processed: \n", + " Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \n", + " \n" + ] + } + ], + "source": [ + "points_of_interest = []\n", + "\n", + "for persona in PERSONAS:\n", + " points_of_interest.extend(generator.extract_points_of_interest(persona, FILE_NAME, CHUNK)['list_of_interest'])\n", + " print(\"Persona Processed: \" + persona)" + ] + }, + { + "cell_type": "markdown", + "id": "4266ed45", + "metadata": {}, + "source": [ + "**Prompt for the LLM**\n", + "```\n", + "You are given a Persona and a Passage. Your task is to immitate the persona and create a list interesting topics from the given passage.\n", + "\n", + "\n", + "{persona}\n", + "\n", + "\n", + "\n", + "The following information is from a file with the title \"{file_name}\".\n", + "\n", + "{passage}\n", + "\n", + "\n", + "Answer format - Generate a json with the following fields\n", + "- \"list_of_interest\": []\n", + "\n", + "Use Reflective Thinking: Step back from the problem, take the time for introspection and self-reflection. Examine personal biases, assumptions, and mental models that may influence problem-solving, and being open to learning from past experiences to improve future approaches. Show your thinking before giving an answer.\n", + "```" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "e85c5126", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['Renewable Energy Market Trends', 'Antitrust Regulatory Scrutiny', 'Merger Synergies Analysis', 'EU Market Competition', 'GreenTech R&D Preservation', 'Breakup Fee Mitigation', 'Due Diligence Process', 'Intellectual Property Assessment', 'Market Dominance Concerns', 'Concession Strategies', 'Antitrust Concerns in Mergers', 'Regulatory Scrutiny in Acquisitions', 'Operational Synergies in Mergers', 'Preserving Innovation Culture', 'Compliance with EU Regulations', 'Mitigating Financial Risks', 'Due Diligence in Mergers', 'Market Dominance Concerns', 'Concessions for Regulatory Approval', 'Biggest Renewable Energy Deal', \"GreenTech's Cutting-Edge Batteries\", \"SolarPower's Huge Expansion\", 'Monopoly Concerns Rise', 'EU Market Under Threat', \"GreenTech's R&D Future\", \"SolarPower's $150M Breakup Fee\", 'Regulatory Hurdles Ahead']\n" + ] + } + ], + "source": [ + "print(points_of_interest)" + ] + }, + { + "cell_type": "markdown", + "id": "211c341f", + "metadata": {}, + "source": [ + "### DeDuplicate Points of Interest" + ] + }, + { + "cell_type": "markdown", + "id": "94de690f", + "metadata": {}, + "source": [ + "Next, since personas may or may not have overlapping interests, we need to deduplicate the points of interest. This deduplication is done by generating embeddings of each point of interest and then clustering these embedding vectors. Only 1 question is picked per cluster. You can set the distance threshold in `DeDup.py`." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "7b4fda6c", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/usr/local/lib/python3.10/dist-packages/sklearn/cluster/_agglomerative.py:983: FutureWarning: Attribute `affinity` was deprecated in version 1.2 and will be removed in 1.4. Use `metric` instead\n", + " warnings.warn(\n" + ] + } + ], + "source": [ + "deduped_points_of_interest = dedup.execute(points_of_interest)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "086b2fd0", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Elemintated 1 duplicates\n" + ] + } + ], + "source": [ + "print(\"Elemintated {} duplicates\".format(len(points_of_interest) - len(deduped_points_of_interest)))" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "e823bbe5", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['Renewable Energy Market Trends', 'Antitrust Regulatory Scrutiny', 'Merger Synergies Analysis', 'EU Market Competition', 'GreenTech R&D Preservation', 'Breakup Fee Mitigation', 'Due Diligence Process', 'Intellectual Property Assessment', 'Market Dominance Concerns', 'Concession Strategies', 'Antitrust Concerns in Mergers', 'Regulatory Scrutiny in Acquisitions', 'Operational Synergies in Mergers', 'Preserving Innovation Culture', 'Compliance with EU Regulations', 'Mitigating Financial Risks', 'Due Diligence in Mergers', 'Concessions for Regulatory Approval', 'Biggest Renewable Energy Deal', \"GreenTech's Cutting-Edge Batteries\", \"SolarPower's Huge Expansion\", 'Monopoly Concerns Rise', 'EU Market Under Threat', \"GreenTech's R&D Future\", \"SolarPower's $150M Breakup Fee\", 'Regulatory Hurdles Ahead']\n" + ] + } + ], + "source": [ + "print(deduped_points_of_interest)" + ] + }, + { + "cell_type": "markdown", + "id": "ec847be7", + "metadata": {}, + "source": [ + "### Mapping Type of Question to Point of Interest" + ] + }, + { + "cell_type": "markdown", + "id": "fd613198", + "metadata": {}, + "source": [ + "User's area of interest is not the only point driving diversity in the questions, it is also the type of questions that are asked. Depending on the topic and the underlying chunk, we need to map what type of question will can be asked for those specific areas of interest." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "9eb07e42", + "metadata": {}, + "outputs": [], + "source": [ + "TYPES_OF_QUESTION = {\n", + " \"extractive\": \"Extractive, ie, the question can be answered from objective information present in the context.\",\n", + " \"abstractive\": \"Abstractive, ie, futher reasoning needs to be done using the information in the passage to answer the question\",\n", + " \"diagnostic\": \"Diagnostic, ie, the question is about constructing a diagnosis that can be infered from the context\",\n", + " \"aggregative\": \"Aggregative, ie, some form of collectivization like making a group, or counting the number of items needs to be done using the information in context to answer the question.\",\n", + " \"sentiment-driven\": \"Sentiment-Driven, ie, underlying sentiment about an event of a piece of information can be extracted.\"\n", + "}" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "c234b9c3", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Interest Processed: GreenTech R&D Preservation\n", + "Interest Processed: Intellectual Property Assessment\n", + "Interest Processed: Breakup Fee Mitigation\n", + "Interest Processed: Renewable Energy Market Trends\n", + "Interest Processed: EU Market Competition\n", + "Interest Processed: Merger Synergies Analysis\n", + "Interest Processed: Market Dominance Concerns\n", + "Interest Processed: Antitrust Regulatory Scrutiny\n", + "Interest Processed: Concession Strategies\n", + "Interest Processed: Due Diligence Process\n", + "Interest Processed: Regulatory Scrutiny in Acquisitions\n", + "Interest Processed: Operational Synergies in Mergers\n", + "Interest Processed: Antitrust Concerns in Mergers\n", + "Interest Processed: Compliance with EU Regulations\n", + "Interest Processed: Biggest Renewable Energy Deal\n", + "Interest Processed: GreenTech's Cutting-Edge Batteries\n", + "Interest Processed: Mitigating Financial Risks\n", + "Interest Processed: Preserving Innovation Culture\n", + "Interest Processed: SolarPower's Huge Expansion\n", + "Interest Processed: Due Diligence in Mergers\n", + "Interest Processed: Monopoly Concerns Rise\n", + "Interest Processed: SolarPower's $150M Breakup Fee\n", + "Interest Processed: Regulatory Hurdles Ahead\n", + "Interest Processed: Concessions for Regulatory Approval\n", + "Interest Processed: EU Market Under Threat\n", + "Interest Processed: GreenTech's R&D Future\n" + ] + } + ], + "source": [ + "def process_interest(interest):\n", + " mapping = generator.extract_compatible_question_type(interest, list(TYPES_OF_QUESTION.values()), FILE_NAME, CHUNK)['list_of_extractable_types_of_questions']\n", + " print(\"Interest Processed: \"+ interest)\n", + " return {\"interest\": interest, \"q_type\": [m.lower() for m in mapping]}\n", + "\n", + "with concurrent.futures.ThreadPoolExecutor(max_workers=10) as executor:\n", + " question_mapping = list(executor.map(process_interest, deduped_points_of_interest))" + ] + }, + { + "cell_type": "markdown", + "id": "ef0bb93f", + "metadata": {}, + "source": [ + "**Prompt for the LLM**\n", + "```\n", + "You are a teacher are trying to identify which is the most types of question that will test your student's capabilities that can be asked about \"{interest}\" from the Passage below.\n", + "Note that the type of question should be grounded in with the information in the passage, and should have to rely on being pedantic, or general knowledge.\n", + "\n", + "\n", + "{types}\n", + "\n", + "\n", + "\n", + "The following information is from a file with the title \"{file_name}\".\n", + "\n", + "{passage}\n", + "\n", + "\n", + "Answer format - Generate a json with the following fields\n", + "- \"reasoning\" : show your reasoning\n", + "- \"list_of_extractable_types_of_questions\": []\n", + "```" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "484800f5", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[{'interest': 'Renewable Energy Market Trends',\n", + " 'q_type': ['extractive', 'abstractive', 'diagnostic', 'aggregative']},\n", + " {'interest': 'Antitrust Regulatory Scrutiny',\n", + " 'q_type': ['extractive',\n", + " 'abstractive',\n", + " 'diagnostic',\n", + " 'aggregative',\n", + " 'sentiment-driven']},\n", + " {'interest': 'Merger Synergies Analysis',\n", + " 'q_type': ['extractive', 'abstractive', 'diagnostic', 'aggregative']},\n", + " {'interest': 'EU Market Competition',\n", + " 'q_type': ['abstractive',\n", + " 'extractive',\n", + " 'diagnostic',\n", + " 'aggregative',\n", + " 'sentiment-driven']},\n", + " {'interest': 'GreenTech R&D Preservation',\n", + " 'q_type': ['extractive', 'abstractive', 'aggregative', 'sentiment-driven']},\n", + " {'interest': 'Breakup Fee Mitigation',\n", + " 'q_type': ['abstractive',\n", + " 'extractive',\n", + " 'diagnostic',\n", + " 'aggregative',\n", + " 'sentiment-driven']},\n", + " {'interest': 'Due Diligence Process',\n", + " 'q_type': ['extractive', 'abstractive', 'diagnostic', 'aggregative']},\n", + " {'interest': 'Intellectual Property Assessment',\n", + " 'q_type': ['extractive', 'abstractive', 'aggregative']},\n", + " {'interest': 'Market Dominance Concerns',\n", + " 'q_type': ['extractive',\n", + " 'abstractive',\n", + " 'diagnostic',\n", + " 'aggregative',\n", + " 'sentiment-driven']},\n", + " {'interest': 'Concession Strategies',\n", + " 'q_type': ['abstractive', 'diagnostic']},\n", + " {'interest': 'Antitrust Concerns in Mergers',\n", + " 'q_type': ['diagnostic', 'abstractive', 'extractive']},\n", + " {'interest': 'Regulatory Scrutiny in Acquisitions',\n", + " 'q_type': ['extractive', 'abstractive', 'aggregative']},\n", + " {'interest': 'Operational Synergies in Mergers',\n", + " 'q_type': ['extractive', 'abstractive', 'aggregative']},\n", + " {'interest': 'Preserving Innovation Culture',\n", + " 'q_type': ['abstractive', 'diagnostic', 'extractive']},\n", + " {'interest': 'Compliance with EU Regulations',\n", + " 'q_type': ['extractive', 'abstractive', 'aggregative', 'sentiment-driven']},\n", + " {'interest': 'Mitigating Financial Risks',\n", + " 'q_type': ['extractive', 'abstractive', 'diagnostic', 'aggregative']},\n", + " {'interest': 'Due Diligence in Mergers',\n", + " 'q_type': ['abstractive', 'extractive', 'diagnostic', 'aggregative']},\n", + " {'interest': 'Concessions for Regulatory Approval',\n", + " 'q_type': ['extractive', 'abstractive', 'aggregative']},\n", + " {'interest': 'Biggest Renewable Energy Deal',\n", + " 'q_type': ['extractive', 'abstractive', 'aggregative']},\n", + " {'interest': \"GreenTech's Cutting-Edge Batteries\",\n", + " 'q_type': ['extractive', 'abstractive', 'aggregative', 'sentiment-driven']},\n", + " {'interest': \"SolarPower's Huge Expansion\",\n", + " 'q_type': ['extractive', 'abstractive', 'aggregative', 'sentiment-driven']},\n", + " {'interest': 'Monopoly Concerns Rise',\n", + " 'q_type': ['extractive', 'abstractive', 'diagnostic', 'aggregative']},\n", + " {'interest': 'EU Market Under Threat',\n", + " 'q_type': ['extractive', 'aggregative', 'diagnostic']},\n", + " {'interest': \"GreenTech's R&D Future\",\n", + " 'q_type': ['extractive', 'abstractive', 'aggregative', 'diagnostic']},\n", + " {'interest': \"SolarPower's $150M Breakup Fee\",\n", + " 'q_type': ['extractive', 'abstractive', 'aggregative']},\n", + " {'interest': 'Regulatory Hurdles Ahead',\n", + " 'q_type': ['extractive', 'abstractive', 'diagnostic', 'aggregative']}]" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "question_mapping" + ] + }, + { + "cell_type": "markdown", + "id": "3084e06b", + "metadata": {}, + "source": [ + "### Generating Questions" + ] + }, + { + "cell_type": "markdown", + "id": "9ad33413", + "metadata": {}, + "source": [ + "Finally, now that we have the mapping of type of question, point of interest and the underlying information, let's generate the questions." + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "2e198127", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Processed Interest: Concession Strategies\n", + "Processed Interest: Intellectual Property Assessment\n", + "Processed Interest: Due Diligence Process\n", + "Processed Interest: Merger Synergies Analysis\n", + "Processed Interest: GreenTech R&D Preservation\n", + "Processed Interest: Renewable Energy Market Trends\n", + "Processed Interest: Antitrust Concerns in Mergers\n", + "Processed Interest: Market Dominance Concerns\n", + "Processed Interest: Antitrust Regulatory Scrutiny\n", + "Processed Interest: Breakup Fee Mitigation\n", + "Processed Interest: EU Market Competition\n", + "Processed Interest: Regulatory Scrutiny in Acquisitions\n", + "Processed Interest: Operational Synergies in Mergers\n", + "Processed Interest: Preserving Innovation Culture\n", + "Processed Interest: Concessions for Regulatory Approval\n", + "Processed Interest: Biggest Renewable Energy Deal\n", + "Processed Interest: Compliance with EU Regulations\n", + "Processed Interest: Due Diligence in Mergers\n", + "Processed Interest: SolarPower's Huge Expansion\n", + "Processed Interest: GreenTech's Cutting-Edge Batteries\n", + "Processed Interest: Monopoly Concerns Rise\n", + "Processed Interest: EU Market Under Threat\n", + "Processed Interest: SolarPower's $150M Breakup Fee\n", + "Processed Interest: Mitigating Financial Risks\n", + "Processed Interest: Regulatory Hurdles Ahead\n", + "Processed Interest: GreenTech's R&D Future\n" + ] + } + ], + "source": [ + "def process_question_type(item):\n", + " interest_questions = []\n", + " for q_type in item['q_type']:\n", + " questions = generator.generate_questions(FILE_NAME, CHUNK, item['interest'], TYPES_OF_QUESTION[q_type.lower()])\n", + " interest_questions.extend(questions)\n", + " #print(interest_questions)\n", + " print(\"Processed Interest: \" + item['interest'])\n", + " return interest_questions\n", + "\n", + "with concurrent.futures.ThreadPoolExecutor(max_workers=10) as executor:\n", + " raw_questions = [question for result in executor.map(process_question_type, question_mapping) for question in result]\n", + " questions = [item for item in raw_questions if item != []]" + ] + }, + { + "cell_type": "markdown", + "id": "912641ed", + "metadata": {}, + "source": [ + "**Prompt for the LLM**\n", + "```\n", + "You are interviewing an expert. Generate 3 meaningful questions about {interest} from the given Passage. The questions should be {types}\n", + "\n", + "These are questions for a viva, not an written examination.\n", + "\n", + "\n", + "The following information is from a file with the title \"{file_name}\".\n", + "\n", + "{passage}\n", + "\n", + "\n", + "Answer format - Generate a json with the following fields\n", + "- \"generated_questions\": [questions]\n", + "```" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "f09c084e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['What is the expected reduction in production costs and increase in revenue over the next two years as a result of the proposed acquisition of GreenTech Inc. by SolarPower Corporation, and how will this be achieved through operational synergies?',\n", + " 'What are the concerns raised by the Federal Trade Commission (FTC) regarding the potential impact of the merger on the renewable energy storage market, and what measures have SolarPower and GreenTech committed to in order to address these concerns?',\n", + " \"What is the purpose of the covenants agreed to by SolarPower and GreenTech, and how do these covenants restrict GreenTech's actions prior to the deal's closure in order to preserve the value of GreenTech and ensure a smooth transition post-merger?\",\n", + " \"Considering the potential antitrust concerns raised by the FTC, how might the merger between SolarPower and GreenTech impact the overall competitiveness of the renewable energy storage market, and what concessions could the companies make to alleviate these concerns without compromising the deal's operational synergies and financial benefits?\",\n", + " \"Given the European Commission's review of the merger, what specific EU policies on market fairness and consumer protection might SolarPower and GreenTech need to address, and how could these requirements influence the terms of the deal or the companies' post-merger operations?\",\n", + " \"Assuming the merger is approved, how might the integration of GreenTech's battery technology with SolarPower's solar panel manufacturing and distribution network affect the broader renewable energy market trends, particularly in terms of pricing, innovation, and adoption rates, over the next two years and beyond?\",\n", + " 'Considering the potential antitrust concerns raised by the FTC, how do you think the merger between SolarPower and GreenTech will impact the competitiveness of the renewable energy storage market, and what concessions might be necessary to alleviate these concerns?',\n", + " \"The merger agreement includes a comprehensive due diligence process, including environmental assessments and audits of GreenTech's intellectual property portfolio. What are some potential risks or liabilities that this process might uncover, and how could they impact the success of the merger?\",\n", + " \"Given the European Commission's review of the merger and the requirement for compliance with the EU Merger Regulation, how do you think the merger will affect the EU market, particularly with regards to competition and market dominance, and what steps might SolarPower and GreenTech need to take to ensure approval and compliance with EU policies on market fairness and consumer protection?\",\n", + " \"Can you name at least three regulatory bodies that are involved in scrutinizing the acquisition of GreenTech Inc. by SolarPower Corporation, and what are their primary concerns regarding this transaction? Additionally, how many scientists and engineers are employed at GreenTech's R&D center that SolarPower has committed to maintaining as an independent entity? Finally, what is the total value of the breakup fee that SolarPower will have to pay to GreenTech if it fails to secure regulatory approvals? Please provide a comprehensive answer aggregating these data points to illustrate the complexity of this acquisition process\",\n", + " 'How many different types of assessments and audits are included in the comprehensive due diligence process outlined in the merger agreement between SolarPower and GreenTech? Specifically, can you identify the various components of this process, such as environmental assessments and intellectual property portfolio audits, and explain how they contribute to ensuring that all assets and liabilities are accurately accounted for before the transaction is finalized? In your answer, please aggregate these components to demonstrate the thoroughness of the due diligence process',\n", + " 'What are at least two concessions that SolarPower and GreenTech may need to make to alleviate concerns about reduced competition and secure approval from regulatory bodies such as the European Commission? Furthermore, can you identify the specific EU policies on market fairness and consumer protection that the merger must align with, in addition to addressing competitive effects? In your response, please aggregate these concessions and policy alignments to highlight the challenges of ensuring compliance with the EU Merger Regulation',\n", + " 'What is the primary concern of the Federal Trade Commission (FTC) regarding the proposed acquisition of GreenTech Inc. by SolarPower Corporation, and how might it impact the renewable energy storage market?',\n", + " \"What specific measures has SolarPower committed to in order to address concerns about the potential impact of the merger on GreenTech's employees and research and development capabilities?\",\n", + " 'What role is the European Commission playing in reviewing the merger, and what types of concessions might SolarPower and GreenTech need to make in order to secure approval under the EU Merger Regulation?',\n", + " 'Considering the potential antitrust concerns raised by the FTC, how do you think the proposed acquisition of GreenTech Inc. by SolarPower Corporation could be structured to mitigate the risk of creating a monopoly in the renewable energy storage market, while still achieving the desired operational synergies and cost reductions?',\n", + " \"Given the European Commission's review process, what concessions do you think SolarPower and GreenTech might need to make to alleviate concerns about reduced competition, and how could these concessions impact the overall value and strategic rationale of the merger?\",\n", + " \"How do you think the agreement's provisions, such as the maintenance of GreenTech's R&D center as an independent entity and the restrictions on GreenTech's business operations, will affect the companies' ability to achieve the anticipated benefits of the merger, while also addressing regulatory concerns and ensuring compliance with applicable laws and regulations?\",\n", + " 'Considering the potential antitrust concerns raised by the FTC, what specific measures do you think SolarPower and GreenTech can take to alleviate concerns about reduced competition in the renewable energy storage market, and how might these measures impact the overall success of the merger?',\n", + " \"Given the European Commission's review process, what concessions, if any, do you believe SolarPower and GreenTech may need to make to secure approval, and how might these concessions affect the strategic rationale and financial benefits of the acquisition?\",\n", + " 'How do you assess the effectiveness of the covenants and representations and warranties outlined in the merger agreement in mitigating risks and ensuring a smooth transition post-merger, and what are the potential implications for both parties if these provisions are breached or if the deal ultimately falls through due to regulatory hurdles?',\n", + " 'Can you aggregate the potential benefits of the merger, such as the 20% reduction in production costs and the 15% increase in revenue, and weigh them against the potential antitrust concerns raised by regulatory bodies, such as the FTC and the European Commission? How do you think these benefits and concerns will be balanced in the regulatory review process?',\n", + " \"How many different regulatory bodies are involved in reviewing the merger, and what are the specific concerns and requirements of each body? For example, the FTC is concerned about potential monopolies, while the European Commission is reviewing the merger's impact on the EU market. Can you walk me through the different regulatory hurdles that SolarPower and GreenTech need to clear?\",\n", + " \"Can you count the number of specific commitments and concessions that SolarPower has made to address regulatory concerns, such as maintaining GreenTech's R&D center as an independent entity, honoring existing employment contracts, and potentially divesting certain business units or assets? How do you think these commitments will impact the merger's chances of approval, and what other concessions might be required to alleviate regulatory concerns?\",\n", + " \"Don't you think that the intense regulatory scrutiny from bodies like the FTC and the European Commission could potentially jeopardize the entire acquisition deal between SolarPower Corporation and GreenTech Inc., and what would be the consequences for both companies if the deal falls through?\",\n", + " 'Considering the potential antitrust concerns and the possibility of creating a monopoly in the renewable energy storage market, do you believe that the benefits of the acquisition, such as the 20% reduction in production costs and the 15% increase in revenue, outweigh the risks of stifling competition and innovation?',\n", + " \"In light of the European Commission's review of the merger, what concessions do you think SolarPower and GreenTech might need to make to alleviate concerns about reduced competition, and how might these concessions impact the overall value and structure of the deal?\",\n", + " 'What are the expected operational synergies resulting from the acquisition of GreenTech Inc. by SolarPower Corporation, in terms of reduction in production costs and increase in revenue over the next two years?',\n", + " \"What measures has SolarPower committed to take in order to preserve GreenTech's innovative culture and alleviate concerns about potential layoffs, as part of the merger agreement?\",\n", + " \"What is the purpose of the covenants agreed upon by SolarPower and GreenTech, and what specific restrictions do they impose on GreenTech's actions prior to the deal's closure, in order to preserve the value of GreenTech and ensure a smooth transition post-merger?\",\n", + " \"Considering the potential antitrust concerns raised by the FTC, how might the merger's operational synergies, such as the 20% reduction in production costs and 15% increase in revenue, be impacted if SolarPower is required to divest certain business units or assets to alleviate competition concerns, and what implications might this have for the overall value of the deal?\",\n", + " \"Given the importance of preserving GreenTech's innovative culture and R&D capabilities, what specific measures might SolarPower take to ensure the continued independence and effectiveness of GreenTech's R&D center, and how might these efforts be reflected in the post-merger organizational structure and decision-making processes?\",\n", + " \"In light of the European Commission's review of the merger, what economic justifications might SolarPower and GreenTech present to argue that the merger will not lead to reduced competition or market dominance in the EU market, and how might these justifications be supported by market analyses and competitive impact assessments, particularly with regard to the renewable energy storage market and potential barriers to entry for new competitors?\",\n", + " \"Considering the proposed acquisition of GreenTech Inc. by SolarPower Corporation, what are the key operational synergies that are expected to result from this merger, and how might they impact the companies' production costs and revenue over the next two years? Can you elaborate on the specific drivers behind these anticipated synergies and their potential implications for the companies' competitiveness in the renewable energy sector?\",\n", + " \"Given the regulatory scrutiny surrounding the merger, particularly from the Federal Trade Commission (FTC) and the European Commission, what concessions or adjustments might SolarPower and GreenTech need to make to alleviate concerns about potential antitrust issues, reduced competition, and market dominance? How might these concessions impact the companies' business operations, market position, and overall strategy in the renewable energy sector?\",\n", + " 'The merger agreement includes a comprehensive due diligence process, representations and warranties, and covenants to ensure a smooth transition post-merger. Can you walk us through the key components of this due diligence process and how they will help mitigate risks associated with the merger? Additionally, how do the representations and warranties, as well as the covenants, contribute to preserving the value of GreenTech and protecting both parties against potential breaches or unforeseen liabilities?',\n", + " 'Can you aggregate the potential benefits of the merger between SolarPower and GreenTech, including the reduction in production costs and increase in revenue, and explain how these synergies will be achieved through the combination of their technologies and networks?',\n", + " 'How many different regulatory bodies are involved in reviewing the merger, and what are the specific concerns and requirements that SolarPower and GreenTech need to address in order to secure approval from each of these bodies?',\n", + " 'What are the various concessions that SolarPower and GreenTech may need to make to alleviate concerns about reduced competition, and how many business units or assets might need to be divested in order to secure approval from the European Commission and the FTC?',\n", + " \"Considering the proposed acquisition of GreenTech Inc. by SolarPower Corporation, how might the European Commission's review of the merger influence the companies' decisions regarding concessions, such as divesting business units or assets, to address concerns about reduced competition in the EU market? Can you provide examples of potential concessions and their impact on the market?\",\n", + " \"Given the potential antitrust concerns raised by the Federal Trade Commission (FTC) and the European Commission's review of the merger, what measures can SolarPower Corporation and GreenTech Inc. take to demonstrate that the acquisition will not stifle competition and innovation in the renewable energy storage market, and how might these measures affect the companies' operational synergies and overall competitiveness?\",\n", + " \"How might the European Commission's assessment of the merger's impact on the EU market, particularly regarding competition and market dominance, influence the future of research and development (R&D) in the renewable energy sector, considering SolarPower's commitment to maintaining GreenTech's R&D center as an independent entity, and what implications might this have for the sector's overall innovation and growth?\",\n", + " 'What is the primary concern of the Federal Trade Commission (FTC) regarding the proposed acquisition of GreenTech Inc. by SolarPower Corporation, and how might it impact the renewable energy storage market in the EU?',\n", + " \"What specific measures has SolarPower committed to in order to address concerns about the potential impact of the merger on GreenTech's research and development (R&D) center and its employees, and how might these measures affect the EU market?\",\n", + " \"What steps are involved in the European Commission's review process for the merger, and what types of concessions might SolarPower and GreenTech need to make in order to secure approval and comply with the EU Merger Regulation regarding competition and market dominance in the EU market?\",\n", + " \"Considering the proposed acquisition of GreenTech Inc. by SolarPower Corporation, what are the potential implications for market competition in the EU, and how might the European Commission's review process address these concerns through concessions such as divestitures or other remedies to ensure compliance with the EU Merger Regulation and broader EU policies on market fairness and consumer protection?\",\n", + " 'Given the potential antitrust concerns raised by the FTC regarding the creation of a monopoly in the renewable energy storage market, how might the merger impact innovation and competition in this sector, and what measures could SolarPower and GreenTech take to mitigate these risks and ensure a competitive market environment post-merger?',\n", + " \"In light of SolarPower's commitment to maintaining GreenTech's R&D center as an independent entity and honoring existing employment contracts, how might these decisions influence the assessment of the merger's competitive impact, and what role might these factors play in the European Commission's evaluation of the merger's compliance with EU market competition regulations and policies on market fairness and consumer protection?\",\n", + " 'Can you aggregate the potential benefits of the merger, such as reduction in production costs and increase in revenue, and weigh them against the potential antitrust concerns raised by regulatory bodies, including the FTC and the European Commission? How do you think the benefits can be maximized while addressing the concerns about competition and market dominance in the EU market?',\n", + " 'Considering the merger agreement includes a $150 million breakup fee and detailed representations and warranties, how do you assess the risks associated with the deal, particularly with regards to regulatory approvals and potential breaches of the agreement? Can you count the number of potential risks that SolarPower and GreenTech are trying to mitigate through this agreement?',\n", + " 'The European Commission is reviewing the merger to assess its impact on the EU market. Can you group the factors that the Commission will consider in its evaluation, such as market analyses, competitive impact assessments, and economic justifications for the merger? How do you think the companies can ensure compliance with the EU Merger Regulation and address concerns about reduced competition in the EU market, particularly in the renewable energy sector?',\n", + " \"Don't you think that the proposed acquisition of GreenTech Inc. by SolarPower Corporation will lead to a monopoly in the renewable energy storage market, stifling competition and innovation, as indicated by the Federal Trade Commission (FTC)?\",\n", + " \"How do you perceive the European Commission's review of the merger in terms of its impact on the EU market, particularly regarding competition and market dominance, and what concessions do you think SolarPower and GreenTech may need to make to secure approval?\",\n", + " \"Considering the potential antitrust concerns and the need for regulatory approvals, do you believe that the merger agreement's $150 million breakup fee is sufficient to mitigate financial risks for GreenTech should the deal fall through, and what implications might this have for the companies involved?\",\n", + " \"What measures has SolarPower committed to in order to preserve GreenTech's innovative culture and R&D capabilities post-merger?\",\n", + " 'What specific covenants have SolarPower and GreenTech agreed to in order to preserve the value of GreenTech and ensure a smooth transition post-merger?',\n", + " \"What is the purpose of the comprehensive due diligence process outlined in the merger agreement, and what assessments and audits are included in this process to ensure the preservation of GreenTech's assets and liabilities?\",\n", + " \"Considering the potential antitrust concerns raised by the FTC, how do you think the preservation of GreenTech's R&D center as an independent entity will impact the innovation culture and competition in the renewable energy storage market, and what measures can be taken to mitigate any potential negative effects on competition and innovation?\",\n", + " 'Given the comprehensive due diligence process outlined in the agreement, what specific steps can SolarPower and GreenTech take to ensure that the intellectual property portfolio of GreenTech is accurately accounted for and protected during the merger, and how can they balance the need for thorough assessment with the need for a smooth transition post-merger?',\n", + " \"In light of the European Commission's review of the merger, what concessions or divestitures do you think SolarPower and GreenTech may need to make to alleviate concerns about reduced competition, and how can they ensure that these concessions align with the broader EU policies on market fairness and consumer protection while still achieving the operational synergies and revenue growth anticipated from the merger?\",\n", + " \"Can you aggregate the potential risks associated with the acquisition of GreenTech Inc. by SolarPower Corporation, such as antitrust concerns, potential monopolies, and regulatory hurdles, and outline the mitigation strategies proposed by the companies, including the $150 million breakup fee and the preservation of GreenTech's R&D center as an independent entity? How do these strategies collectively address the concerns of regulatory bodies and ensure a smooth transition post-merger?\",\n", + " \"How do the covenants restricting GreenTech from incurring new debt, issuing additional shares, or significantly altering business operations without SolarPower's consent, collectively preserve the value of GreenTech and ensure a smooth transition post-merger? Can you count the number of ways in which these covenants protect the interests of both parties and facilitate the integration of the two companies?\",\n", + " \"Can you group the different regulatory bodies involved in reviewing the merger, such as the Federal Trade Commission and the European Commission, and outline the specific concerns and requirements of each body? How do the companies' submissions, including market analyses and competitive impact assessments, collectively address these concerns and demonstrate compliance with applicable laws and regulations, such as the EU Merger Regulation? What concessions, such as divesting certain business units or assets, may be required to alleviate concerns about reduced competition and ensure approval of the merger?\",\n", + " \"Don't you think that the proposed acquisition of GreenTech Inc. by SolarPower Corporation, which is valued at $3 billion, may lead to a monopoly in the renewable energy storage market, stifling competition and innovation, despite the promised operational synergies and preservation of GreenTech's R&D center? How do you respond to such concerns?\",\n", + " 'Considering the intense scrutiny from regulatory bodies, including the FTC and the European Commission, what are the potential risks and consequences if SolarPower fails to secure the necessary regulatory approvals, and how will the $150 million breakup fee mitigate these risks for GreenTech?',\n", + " \"In light of the agreement's detailed representations and warranties, as well as the covenants restricting GreenTech's business operations prior to the deal's closure, do you believe that GreenTech's innovative culture and R&D capabilities will be preserved post-merger, or will they be compromised by the need to integrate with SolarPower's larger organization and address regulatory concerns?\",\n", + " \"Considering the $150 million breakup fee, how might SolarPower's negotiation strategy be influenced by the potential risks and costs associated with failing to secure regulatory approvals, and what implications could this have for the overall structure of the deal?\",\n", + " \"Given the covenants restricting GreenTech's ability to incur new debt or alter business operations without SolarPower's consent, how might GreenTech mitigate potential financial risks or operational constraints if the merger is delayed or ultimately falls through?\",\n", + " \"In light of the European Commission's review of the merger, what concessions or divestitures might SolarPower and GreenTech need to make to alleviate concerns about reduced competition, and how could these concessions impact the anticipated operational synergies and financial benefits of the merger?\",\n", + " 'What is the amount of the breakup fee that SolarPower has agreed to pay to GreenTech if it fails to secure the necessary regulatory approvals for the acquisition, and how does this mitigate financial risks for GreenTech should the deal fall through?',\n", + " \"What specific measures have been included in the merger agreement to preserve the value of GreenTech and ensure a smooth transition post-merger, particularly in relation to covenants restricting GreenTech's actions prior to the deal's closure?\",\n", + " \"How does the comprehensive due diligence process outlined in the agreement, including environmental assessments and audits of GreenTech's intellectual property portfolio, contribute to mitigating risks associated with the breakup fee and ensuring the accuracy of representations and warranties made by both parties in the merger agreement?\",\n", + " \"Considering the $150 million breakup fee, how do you think SolarPower's commitment to maintaining GreenTech's R&D center as an independent entity affects the mitigation of financial risks for GreenTech in the event of a failed acquisition, and what implications might this have on the regulatory approval process?\",\n", + " 'Given the detailed representations and warranties, as well as the indemnification process outlined in the merger agreement, how do these contractual provisions contribute to Breakup Fee Mitigation, particularly in relation to protecting both parties against potential breaches and ensuring the accuracy of financial statements?',\n", + " \"In light of the European Commission's review of the merger and potential requirements for concessions, such as divesting certain business units or assets, how might these concessions impact the Breakup Fee Mitigation strategy, and what considerations should SolarPower and GreenTech take into account when navigating these regulatory demands to minimize financial risks associated with a potential deal failure?\",\n", + " 'Can you aggregate the total number of regulatory bodies involved in scrutinizing the acquisition of GreenTech Inc. by SolarPower Corporation and outline their specific concerns regarding the transaction? For instance, the FTC and European Commission are mentioned - are there any others involved, and what are their collective views on the potential antitrust implications of this deal? How do their concerns impact the mitigation of breakup fees in such transactions?',\n", + " 'Considering the proposed acquisition of GreenTech Inc., how many different types of risks can be identified that are being mitigated through the inclusion of a breakup fee, representations and warranties, and an indemnification process? Can you group these risks into categories, such as financial, operational, and regulatory, and discuss how each category is addressed through these mitigation strategies?',\n", + " \"What is the total number of commitments made by SolarPower Corporation to mitigate potential risks and ensure a smooth transition post-merger, including maintaining GreenTech's R&D center, honoring employment contracts, and agreeing to covenants restricting GreenTech's actions prior to deal closure? How do these commitments collectively contribute to reducing the likelihood of the deal falling through and thereby mitigate the financial risks associated with breakup fees in such transactions?\",\n", + " \"Don't you think that the $150 million breakup fee is a relatively small price to pay for SolarPower, considering the potential benefits of the acquisition, and does this fee adequately mitigate the financial risks for GreenTech in the event of regulatory approval failure?\",\n", + " 'How do you perceive the sentiment of regulatory bodies, such as the FTC and the European Commission, towards the proposed acquisition, and do you believe that their concerns about antitrust and competition issues are justified?',\n", + " \"In your opinion, are the covenants and restrictions imposed on GreenTech prior to the deal's closure, such as not incurring new debt or issuing additional shares, overly restrictive and do they unfairly limit GreenTech's ability to operate independently during this period, or are they necessary to preserve the value of the company and ensure a smooth transition post-merger?\",\n", + " 'What is the purpose of the $150 million breakup fee included in the merger agreement between SolarPower and GreenTech, and under what circumstances would it be payable to GreenTech?',\n", + " 'What specific covenants have SolarPower and GreenTech agreed to, in order to preserve the value of GreenTech and ensure a smooth transition post-merger?',\n", + " 'What are the key components of the comprehensive due diligence process outlined in the agreement, aimed at ensuring all assets and liabilities are accurately accounted for before the finalization of the transaction between SolarPower and GreenTech?',\n", + " 'Considering the potential antitrust concerns raised by the FTC, how do you think the due diligence process can be tailored to address these concerns and ensure compliance with regulatory requirements, particularly with regards to the preservation of competition and innovation in the renewable energy storage market?',\n", + " 'Given the complexities of the merger, including the need for regulatory approvals from both the FTC and the European Commission, what strategies would you employ to manage the due diligence process and ensure that all necessary steps are taken to mitigate risks and ensure a smooth transaction?',\n", + " \"In light of the agreement's representations and warranties, as well as the indemnification process, how do you think the due diligence process can be designed to identify and assess potential risks and liabilities associated with GreenTech's intellectual property portfolio, and what steps can be taken to mitigate these risks and ensure that SolarPower is adequately protected in the event of a breach or unforeseen circumstance?\",\n", + " 'Considering the potential antitrust concerns raised by the FTC, what specific measures would you recommend as part of the due diligence process to assess the competitive impact of the merger and mitigate the risk of creating a monopoly in the renewable energy storage market?',\n", + " 'Given the complexities of the EU Merger Regulation and the need to ensure compliance with broader EU policies on market fairness and consumer protection, how would you structure the due diligence process to identify potential areas of concern and ensure that the merger aligns with these policies?',\n", + " \"In light of the representations and warranties included in the merger agreement, what steps would you take as part of the due diligence process to verify the accuracy of GreenTech's financial statements, absence of undisclosed liabilities, and compliance with applicable laws, and what indemnification provisions would you recommend to protect both parties against potential breaches?\",\n", + " 'Can you aggregate the potential risks associated with the acquisition of GreenTech Inc. by SolarPower Corporation, such as antitrust concerns, potential monopolies, and financial risks, and outline the measures taken to mitigate these risks, like the $150 million breakup fee and the thorough indemnification process? How do these measures collectively address the risks and ensure a smooth transaction process?',\n", + " \"How many different regulatory bodies are involved in the review and approval process of the acquisition, including the Federal Trade Commission (FTC) and the European Commission? Can you outline the specific requirements and assessments each body is conducting, such as environmental assessments, audits of GreenTech's intellectual property portfolio, and market analyses, and how these assessments collectively contribute to the due diligence process?\",\n", + " 'Can you group the different types of covenants and agreements outlined in the merger agreement, such as the representations and warranties, the indemnification process, and the covenants restricting GreenTech from incurring new debt or altering business operations? How do these covenants collectively preserve the value of GreenTech and ensure a smooth transition post-merger, and what are the potential consequences of breaching these covenants?',\n", + " 'What is the purpose of the comprehensive due diligence process outlined in the merger agreement between SolarPower and GreenTech, specifically with regards to intellectual property assessment?',\n", + " \"What type of assessments are being conducted as part of the due diligence process to evaluate GreenTech's intellectual property portfolio?\",\n", + " \"Why is it important for SolarPower and GreenTech to accurately account for all assets and liabilities, including intellectual property, before the finalization of the transaction, as mentioned in the agreement's due diligence process?\",\n", + " \"How might the merger between SolarPower and GreenTech impact the valuation of GreenTech's intellectual property portfolio, considering the potential for increased market dominance and reduced competition in the renewable energy storage market? Can you provide examples of specific IP assets that may be affected and how their value might change post-merger?\",\n", + " \"Given the regulatory scrutiny surrounding the merger, what role do you think the intellectual property assessment will play in the European Commission's review process? How might the Commission's evaluation of GreenTech's IP portfolio influence the merger's approval, and what concessions might SolarPower and GreenTech need to make to address concerns about market dominance?\",\n", + " \"The agreement between SolarPower and GreenTech includes a comprehensive due diligence process, including audits of GreenTech's intellectual property portfolio. What specific risks or liabilities might this process uncover, and how might they impact the valuation of GreenTech's IP assets or the overall success of the merger? Can you provide examples of potential IP-related risks or liabilities that might arise during the due diligence process?\",\n", + " \"Can you aggregate the potential risks associated with the merger, such as antitrust concerns, potential monopolies, and undisclosed liabilities, and assess their impact on the valuation of GreenTech's intellectual property portfolio? How would you prioritize these risks and what mitigation strategies would you propose to address them?\",\n", + " 'How would you group the various stakeholders involved in the merger, such as regulatory bodies, employees, and shareholders, and assess their competing interests and expectations regarding the intellectual property assessment? What steps would you take to ensure that the assessment is comprehensive and takes into account the concerns of all stakeholders?',\n", + " \"Can you count and categorize the different types of intellectual property assets that would be transferred as part of the merger, such as patents, trademarks, and trade secrets? How would you assess the value of these assets and what methods would you use to determine their impact on the overall valuation of GreenTech's intellectual property portfolio?\",\n", + " 'What is the primary concern of the Federal Trade Commission (FTC) regarding the proposed acquisition of GreenTech Inc. by SolarPower Corporation, and how might it impact the renewable energy storage market?',\n", + " \"What measures has SolarPower committed to taking in order to address concerns about the potential impact of the merger on GreenTech's research and development (R&D) center and its employees?\",\n", + " 'What role is the European Commission playing in reviewing the merger, and what specific aspects of the transaction is it evaluating in order to assess its impact on the EU market, particularly regarding competition and market dominance?',\n", + " 'Considering the potential antitrust concerns raised by the FTC, how do you think the merger between SolarPower and GreenTech could be structured to alleviate concerns about market dominance while still achieving the desired operational synergies and cost reductions?',\n", + " \"Given the European Commission's review process, what concessions do you think SolarPower and GreenTech might need to make to secure approval, and how could these concessions impact the overall value and strategic rationale of the merger?\",\n", + " \"How do you think the preservation of GreenTech's R&D center as an independent entity will affect the combined company's ability to innovate and compete in the renewable energy storage market, and what implications might this have for market dominance concerns and the overall competitiveness of the industry?\",\n", + " 'Considering the proposed acquisition of GreenTech Inc. by SolarPower Corporation, what are the key indicators that suggest a potential monopoly in the renewable energy storage market, and how might this impact competition and innovation in the sector?',\n", + " \"Given the commitments made by SolarPower to maintain GreenTech's R&D center as an independent entity and honor existing employment contracts, how might these measures mitigate concerns about market dominance, and what implications might this have for the regulatory approval process?\",\n", + " \"In light of the European Commission's review of the merger, what concessions might SolarPower and GreenTech need to make to alleviate concerns about reduced competition, and how might these concessions impact the overall structure and value of the deal?\",\n", + " 'Can you aggregate the potential benefits of the merger, such as reduction in production costs and increase in revenue, and weigh them against the potential market dominance concerns raised by regulatory bodies, such as the FTC and the European Commission? How do these benefits and concerns impact the overall viability of the deal?',\n", + " 'How many different regulatory bodies are reviewing the merger, and what are the specific concerns each of them is trying to address? Can you group these concerns into categories, such as market dominance, competition, and consumer protection, and discuss how SolarPower and GreenTech are addressing each of these categories?',\n", + " \"Can you count the number of specific measures that SolarPower and GreenTech have agreed to take in order to alleviate market dominance concerns, such as maintaining GreenTech's R&D center as an independent entity, honoring existing employment contracts, and making concessions such as divesting certain business units or assets? How do these measures collectively impact the potential for market dominance in the renewable energy sector?\",\n", + " \"Don't you think that the proposed acquisition of GreenTech Inc. by SolarPower Corporation is likely to create a monopoly in the renewable energy storage market, stifling competition and innovation, despite the companies' efforts to address regulatory concerns? How do you respond to such concerns about market dominance and reduced competition in the industry?\",\n", + " \"Considering the European Commission's review of the merger, what concessions do you think SolarPower and GreenTech might need to make to alleviate concerns about reduced competition, and how might these concessions impact the companies' operations and market position in the EU?\",\n", + " 'In light of the potential antitrust concerns and regulatory scrutiny surrounding the acquisition, do you believe that the benefits of the merger, including operational synergies and increased revenue, outweigh the risks of market dominance and reduced competition, or do you think the companies should reconsider the deal to avoid potential regulatory hurdles and reputational damage?',\n", + " 'Considering the potential antitrust concerns raised by the FTC, what concessions could SolarPower and GreenTech make to alleviate concerns about reduced competition, and how might these concessions impact the overall value of the merger?',\n", + " \"Given the European Commission's review process, what specific concessions might SolarPower and GreenTech need to make to ensure compliance with the EU Merger Regulation, and how might these concessions affect the companies' operations and market presence in the EU?\",\n", + " 'How might the requirement to make concessions, such as divesting certain business units or assets, impact the anticipated operational synergies and financial benefits of the merger, and what strategies could SolarPower and GreenTech employ to mitigate any potential negative effects on their operations and revenue projections?',\n", + " 'Considering the potential antitrust concerns raised by the FTC, what concessions do you think SolarPower and GreenTech could offer to alleviate concerns about reduced competition, and how might these concessions impact the overall value of the merger?',\n", + " \"Given the European Commission's review of the merger, what specific concessions or divestitures might SolarPower and GreenTech need to make to secure approval, and how might these concessions affect the companies' operations and market position in the EU?\",\n", + " 'How might the requirement to make concessions, such as divesting certain business units or assets, impact the anticipated operational synergies and financial benefits of the merger, and what strategies could SolarPower and GreenTech employ to mitigate any potential negative effects on their operations and profitability?',\n", + " 'Considering the potential antitrust concerns raised by the FTC, how do you think the merger between SolarPower and GreenTech could be structured to alleviate concerns about creating a monopoly in the renewable energy storage market, while still achieving the desired operational synergies and cost reductions?',\n", + " \"Given the European Commission's review of the merger, what concessions do you think SolarPower and GreenTech might need to make to address concerns about reduced competition in the EU market, and how could these concessions impact the overall value and structure of the deal?\",\n", + " 'How do you assess the effectiveness of the covenants and representations and warranties outlined in the merger agreement in mitigating the risks associated with the deal, particularly with regards to preserving the value of GreenTech and ensuring a smooth transition post-merger, and are there any potential gaps or areas of concern that you think need to be addressed further?',\n", + " 'Considering the potential antitrust concerns raised by the FTC, how do you think the proposed acquisition of GreenTech by SolarPower could be structured to mitigate the risk of creating a monopoly in the renewable energy storage market, while still achieving the desired operational synergies and cost reductions?',\n", + " \"Given the European Commission's review of the merger, what concessions or divestitures do you think SolarPower and GreenTech might need to make to alleviate concerns about reduced competition, and how could these concessions impact the overall value and strategic rationale of the deal?\",\n", + " \"How do you think the agreement's provisions, such as the maintenance of GreenTech's R&D center as an independent entity and the restrictions on GreenTech's business operations, will affect the companies' ability to achieve the anticipated benefits of the merger, while also addressing regulatory concerns and ensuring compliance with applicable laws and regulations?\",\n", + " 'What is the primary antitrust concern raised by the Federal Trade Commission (FTC) regarding the proposed acquisition of GreenTech Inc. by SolarPower Corporation, and how might it impact the renewable energy storage market?',\n", + " \"What specific measures has SolarPower committed to in order to address concerns about preserving GreenTech's innovative culture and alleviating potential layoffs, as mentioned in the merger agreement?\",\n", + " 'What role is the European Commission playing in reviewing the merger, and what types of concessions might SolarPower and GreenTech need to make in order to secure approval and alleviate concerns about reduced competition in the EU market?',\n", + " 'What are the potential antitrust concerns raised by the Federal Trade Commission (FTC) regarding the acquisition of GreenTech Inc. by SolarPower Corporation, and how might this impact the renewable energy storage market?',\n", + " 'What specific measures have SolarPower and GreenTech agreed to in order to mitigate financial risks and ensure a smooth transition post-merger, as outlined in the merger agreement?',\n", + " 'What role is the European Commission playing in reviewing the merger, and what types of concessions might SolarPower and GreenTech need to make in order to secure approval under the EU Merger Regulation?',\n", + " 'Considering the potential antitrust concerns raised by the FTC, how might the proposed acquisition of GreenTech by SolarPower impact the competitive landscape of the renewable energy storage market, and what specific measures could be taken to mitigate these concerns while still achieving the desired operational synergies and cost reductions?',\n", + " \"Given the comprehensive due diligence process outlined in the agreement, what are some potential risks or liabilities that SolarPower and GreenTech might uncover during the environmental assessments and audits of GreenTech's intellectual property portfolio, and how might these findings affect the valuation of the deal or the terms of the merger agreement?\",\n", + " \"In light of the European Commission's review of the merger, what concessions or divestitures might SolarPower and GreenTech need to make to alleviate concerns about reduced competition and ensure compliance with the EU Merger Regulation, and how might these concessions impact the strategic rationale and financial benefits of the acquisition for both parties?\",\n", + " \"Can you aggregate the potential risks associated with the acquisition of GreenTech Inc. by SolarPower Corporation that are under scrutiny by regulatory bodies, such as the Federal Trade Commission and the European Commission, and categorize them into groups like financial, operational, and competitive risks? How do these risks impact the deal's closure and the future of both companies?\",\n", + " \"How many concessions, such as divesting certain business units or assets, do you think SolarPower and GreenTech may need to make to alleviate concerns about reduced competition and secure approval from regulatory bodies? Can you provide examples of such concessions and their potential impact on the companies' operations and market position?\",\n", + " 'Considering the regulatory scrutiny of the acquisition, can you count and list the number of regulatory bodies and stakeholders involved in the review process, including the Federal Trade Commission, the European Commission, and others? How do their reviews and approvals impact the timeline and success of the acquisition deal?',\n", + " 'What is the expected reduction in production costs and increase in revenue over the next two years as a result of the operational synergies from the acquisition of GreenTech Inc. by SolarPower Corporation? Can you provide specific percentages mentioned in the context of the deal?',\n", + " \"How does SolarPower plan to maintain GreenTech's innovative culture, and what specific commitments have been made regarding the research and development (R&D) center and existing employment contracts?\",\n", + " \"What are some of the key covenants agreed upon by SolarPower and GreenTech to preserve the value of GreenTech and ensure a smooth transition post-merger, and how do these covenants restrict GreenTech's actions prior to the deal's closure?\",\n", + " 'Considering the potential antitrust concerns raised by the FTC, how do you think the operational synergies expected from the merger can be balanced with the need to maintain competition in the renewable energy storage market, and what specific measures can SolarPower and GreenTech take to address these concerns while still achieving their strategic objectives?',\n", + " \"Given the commitment to maintain GreenTech's R&D center as an independent entity, how can SolarPower ensure that the operational synergies resulting from the merger are effectively integrated and aligned with the innovative culture of GreenTech, and what are the potential risks or challenges that may arise from this approach?\",\n", + " 'Assuming that the merger is approved by regulatory bodies, what steps can SolarPower and GreenTech take to ensure that the operational synergies are realized in a way that is consistent with the broader EU policies on market fairness and consumer protection, and how can they demonstrate compliance with these policies to stakeholders and regulatory authorities?',\n", + " 'Can you identify and group the different types of operational synergies mentioned in the passage that are expected to result from the merger between SolarPower and GreenTech, such as cost reductions and revenue increases, and explain how they will be achieved?',\n", + " 'How many regulatory bodies are involved in reviewing the merger, and what are the specific concerns or issues that each of them is addressing, such as antitrust concerns or market dominance, and how are SolarPower and GreenTech addressing these concerns?',\n", + " 'What are the various measures or concessions that SolarPower and GreenTech may need to take or make to secure regulatory approvals, such as divesting business units or assets, and how will these measures impact the operational synergies and overall success of the merger?',\n", + " \"How can SolarPower Corporation ensure that the preservation of GreenTech's innovative culture, as promised by maintaining its R&D center as an independent entity, is actually implemented and sustained over time, especially considering the potential risks of cultural assimilation and talent loss post-merger?\",\n", + " \"Given the regulatory scrutiny and potential antitrust concerns surrounding the acquisition, what specific measures can SolarPower and GreenTech take to address the concerns of the FTC and the European Commission, while also ensuring that the merger's operational synergies and innovation goals are not compromised?\",\n", + " \"What are the potential implications of the merger on the broader renewable energy sector, particularly in terms of market competition and innovation, and how can SolarPower and GreenTech mitigate any negative effects while still achieving their strategic objectives and preserving GreenTech's innovative culture?\",\n", + " \"Considering the potential antitrust concerns raised by the FTC, how do you think SolarPower can balance the need to preserve GreenTech's innovative culture with the regulatory requirements aimed at preventing monopolies in the renewable energy storage market?\",\n", + " \"The merger agreement includes a commitment to maintain GreenTech's R&D center as an independent entity. What specific measures do you think SolarPower should take to ensure that this independence is preserved in practice, and that the R&D center continues to drive innovation in the combined entity?\",\n", + " \"Given the detailed representations and warranties, as well as the covenants restricting GreenTech's actions prior to the deal's closure, what steps can SolarPower take to ensure that these measures do not inadvertently stifle GreenTech's innovative culture, and that the combined entity is able to leverage the full potential of GreenTech's R&D capabilities?\",\n", + " \"What specific measures has SolarPower committed to in order to preserve GreenTech's innovative culture post-merger, and how will these measures be implemented in practice?\",\n", + " \"How does the merger agreement between SolarPower and GreenTech address the issue of preserving the value of GreenTech's research and development center, and what provisions are in place to ensure its continued operation as an independent entity?\",\n", + " \"What role do the covenants restricting GreenTech's business operations prior to the deal's closure play in preserving the value of GreenTech and ensuring a smooth transition post-merger, and how will these covenants be enforced in practice?\",\n", + " 'What is the main concern of the European Commission regarding the merger between SolarPower Corporation and GreenTech Inc., as mentioned in the passage?',\n", + " 'According to the passage, what specific measures may SolarPower and GreenTech need to take to secure approval from the European Commission and address concerns about reduced competition?',\n", + " 'What broader EU policies, apart from competition, does the merger need to align with to ensure compliance with the EU Merger Regulation, as stated in the passage?',\n", + " \"Considering the EU Merger Regulation's emphasis on market fairness and consumer protection, how might SolarPower and GreenTech need to adapt their business strategies to ensure compliance, beyond simply addressing competitive effects? Can you provide examples of potential adaptations they might need to make?\",\n", + " \"Given the European Commission's review process involves assessing the merger's impact on the EU market, what specific market analyses and competitive impact assessments would you recommend SolarPower and GreenTech conduct to demonstrate the merger's benefits and alleviate concerns about reduced competition? How might these analyses inform potential concessions they may need to make?\",\n", + " \"The passage mentions that SolarPower has committed to maintaining GreenTech's R&D center as an independent entity to preserve its innovative culture. How might this commitment be viewed by the European Commission in the context of ensuring compliance with EU regulations, particularly with regards to promoting innovation and competition in the renewable energy sector? Might this commitment be seen as a positive factor in the merger review process, and if so, why?\",\n", + " \"Can you enumerate the specific EU regulations that SolarPower and GreenTech need to comply with in order to secure approval for the merger, and how do these regulations impact the companies' operations and strategies? Please provide at least 3 examples of such regulations and their implications on the merger process\",\n", + " \"How many different types of concessions, such as divesting business units or assets, may SolarPower and GreenTech need to make to alleviate EU concerns about reduced competition, and what are the potential implications of these concessions on the companies' financials and market positions? Can you provide a rough estimate of the number of concessions that may be required and their potential impact on the companies' bottom line\",\n", + " \"Can you group the different stakeholders involved in the EU review process for the merger, such as the European Commission, regulatory bodies, and consumers, and describe their respective interests and concerns about the merger? How do these stakeholders' interests and concerns intersect and impact the companies' compliance with EU regulations, and what are the potential consequences of non-compliance for each stakeholder group\",\n", + " \"Don't you think that the proposed acquisition of GreenTech Inc. by SolarPower Corporation is likely to face significant regulatory hurdles in the EU, given the European Commission's concerns about competition and market dominance, and how do you propose the companies address these concerns to ensure compliance with EU regulations?\",\n", + " \"Considering the potential antitrust concerns raised by the FTC and the European Commission's review of the merger, do you believe that SolarPower and GreenTech have taken sufficient steps to mitigate the risks of non-compliance with EU regulations, and what additional measures would you recommend to ensure a smooth approval process?\",\n", + " \"In light of the EU's broader policies on market fairness and consumer protection, don't you think that the merger agreement between SolarPower and GreenTech should include more specific provisions to address potential concerns about reduced competition, and how do you propose the companies balance their business interests with the need to comply with EU regulations and promote market fairness?\",\n", + " 'What measures have been included in the merger agreement to mitigate financial risks for GreenTech in the event that the deal falls through due to regulatory approval issues?',\n", + " 'What specific covenants have been agreed upon by SolarPower and GreenTech to preserve the value of GreenTech and ensure a smooth transition post-merger?',\n", + " 'What is the purpose of the comprehensive due diligence process outlined in the agreement, and what aspects of GreenTech’s assets and liabilities are being assessed as part of this process?',\n", + " 'Considering the potential antitrust concerns and the regulatory scrutiny from both the FTC and the European Commission, what additional measures could SolarPower and GreenTech take to mitigate the financial risks associated with the merger not being approved, beyond the $150 million breakup fee and the indemnification process outlined in the agreement?',\n", + " \"Given the covenants restricting GreenTech from incurring new debt, issuing additional shares, or significantly altering business operations without SolarPower's consent, how might these restrictions impact GreenTech's ability to respond to market changes or unexpected financial needs prior to the deal's closure, and what financial risks might arise from these limitations?\",\n", + " \"In light of the comprehensive due diligence process, including environmental assessments and audits of GreenTech’s intellectual property portfolio, what specific financial risks would SolarPower face if the due diligence process reveals previously undisclosed liabilities or inaccuracies in GreenTech's financial statements, and how might these risks be mitigated through the representations, warranties, and indemnification provisions in the merger agreement?\",\n", + " 'Considering the potential antitrust concerns raised by the FTC, how do you think the $150 million breakup fee mitigates financial risks for GreenTech, and what implications might this have on the negotiation dynamics between SolarPower and GreenTech?',\n", + " 'The agreement includes detailed representations and warranties, as well as a thorough indemnification process. Can you walk us through a scenario where these provisions might be triggered, and how they would protect both parties against potential breaches?',\n", + " \"Given the comprehensive due diligence process outlined in the agreement, including environmental assessments and audits of GreenTech's intellectual property portfolio, what specific financial risks do you think SolarPower is trying to mitigate, and how might these efforts impact the overall valuation of the deal?\",\n", + " 'Can you enumerate at least three types of financial risks that are being mitigated in the proposed acquisition of GreenTech Inc. by SolarPower Corporation, and how are they being addressed in the merger agreement? For example, what measures are in place to mitigate the risk of the deal falling through, and how are potential breaches of representations and warranties being protected against? Additionally, what steps are being taken to preserve the value of GreenTech and ensure a smooth transition post-merger? Please provide specific examples from the passage to support your answer. Furthermore, are there any other types of financial risks that you think should be considered in this acquisition, and how would you propose mitigating them?',\n", + " \"How many different regulatory bodies are involved in reviewing the proposed acquisition, and what specific concerns are they trying to address? For instance, what is the FTC's main concern, and how is the European Commission's review process different from the FTC's? What types of concessions might SolarPower and GreenTech need to make to secure approval from these regulatory bodies, and how might these concessions impact the financial risks associated with the acquisition? Please provide examples from the passage to support your answer, and discuss any potential implications for the companies involved. Are there any other regulatory bodies that you think should be involved in reviewing this acquisition, and why?\",\n", + " 'Can you identify at least two ways in which the proposed acquisition is structured to minimize potential financial losses for both parties? For example, what is the purpose of the $150 million breakup fee, and how does it mitigate financial risks for GreenTech? Additionally, what role do the covenants and representations and warranties play in protecting both parties against potential financial losses? Are there any other structural elements of the acquisition that you think are particularly effective in minimizing financial risks, and why? Please provide specific examples from the passage to support your answer, and discuss any potential implications for the companies involved. Are there any other ways in which the acquisition could be structured to further minimize financial risks, and what might be the benefits and drawbacks of these approaches?',\n", + " 'Considering the potential antitrust concerns raised by the FTC, how do you think the due diligence process can be tailored to address these concerns and ensure compliance with regulatory requirements, particularly in relation to the preservation of competition and innovation in the renewable energy storage market?',\n", + " \"Given the comprehensive due diligence process outlined in the agreement, including environmental assessments and audits of GreenTech's intellectual property portfolio, what specific steps would you take to ensure that all assets and liabilities are accurately accounted for, and what potential risks or liabilities might be overlooked in this process?\",\n", + " \"In light of the European Commission's review of the merger, how would you approach the submission of detailed filings, including market analyses and competitive impact assessments, to demonstrate that the merger aligns with EU policies on market fairness and consumer protection, and what concessions might SolarPower and GreenTech need to make to secure approval?\",\n", + " 'What is the value of the breakup fee that SolarPower will have to pay to GreenTech if it fails to secure the necessary regulatory approvals for the merger?',\n", + " 'What specific areas of due diligence are mentioned in the agreement between SolarPower and GreenTech, aimed at ensuring all assets and liabilities are accurately accounted for before the finalization of the transaction?',\n", + " 'Which regulatory bodies are reviewing the proposed acquisition of GreenTech Inc. by SolarPower Corporation, and what are their primary concerns regarding the merger?',\n", + " 'Considering the potential antitrust concerns raised by the FTC, what specific steps would you recommend SolarPower take as part of its due diligence process to address these concerns and ensure regulatory approval for the merger, especially in relation to maintaining competition in the renewable energy storage market?',\n", + " \"Given the comprehensive due diligence process outlined in the agreement, including environmental assessments and audits of GreenTech's intellectual property portfolio, how would you assess the potential risks associated with GreenTech's assets and liabilities, and what strategies would you propose to mitigate these risks and ensure a smooth transition post-merger?\",\n", + " \"In light of the European Commission's review of the merger and the requirement for detailed filings, including market analyses and competitive impact assessments, what approach would you take to demonstrate that the merger aligns with broader EU policies on market fairness and consumer protection, and what concessions, if any, would you consider making to alleviate concerns about reduced competition in the EU market?\",\n", + " 'Can you aggregate the potential risks associated with the merger, such as antitrust concerns, potential monopolies, and undisclosed liabilities, and outline the measures taken by SolarPower and GreenTech to mitigate these risks, such as the $150 million breakup fee and the thorough indemnification process? How do these measures collectively address the concerns of regulatory bodies and ensure a smooth transition post-merger?',\n", + " \"How do the covenants restricting GreenTech's actions prior to the deal's closure, such as incurring new debt or issuing additional shares, collectively preserve the value of GreenTech and ensure a smooth transition post-merger? Can you count the number of specific restrictions mentioned in the agreement and explain their individual significance in the context of the merger?\",\n", + " 'Can you group the various regulatory reviews and approvals required for the merger, such as those from the FTC and the European Commission, and outline the comprehensive documentation and filings required for each? How do these reviews collectively ensure compliance with applicable laws and regulations, and what concessions might SolarPower and GreenTech need to make to secure approval from these regulatory bodies?',\n", + " \"What concessions may SolarPower and GreenTech need to make to secure regulatory approval from the European Commission, and how might these concessions affect the companies' operations and market position?\",\n", + " 'According to the passage, what specific concerns have been raised by regulatory bodies, such as the FTC, regarding the potential impact of the merger on competition and market dominance, and how might concessions address these concerns?',\n", + " \"What role do covenants play in the merger agreement, particularly in relation to GreenTech's business operations and financial decisions, and how might these covenants influence the need for concessions to secure regulatory approval?\",\n", + " 'Considering the potential antitrust concerns raised by the FTC, what specific concessions could SolarPower and GreenTech offer to alleviate concerns about reduced competition in the renewable energy storage market, and how might these concessions impact the overall value of the merger?',\n", + " \"Given the European Commission's review process, how might the requirement for SolarPower and GreenTech to make concessions, such as divesting certain business units or assets, affect the operational synergies and anticipated cost reductions and revenue increases outlined in the merger agreement?\",\n", + " \"What role might the maintenance of GreenTech's R&D center as an independent entity play in addressing regulatory concerns about the merger's impact on innovation and competition, and how might this concession influence the European Commission's assessment of the merger's alignment with broader EU policies on market fairness and consumer protection?\",\n", + " 'Can you enumerate the potential concessions that SolarPower and GreenTech may need to make to secure regulatory approval from the European Commission, such as divesting business units or assets, and how might these concessions impact the overall value of the merger?',\n", + " 'How many different regulatory bodies are involved in reviewing the proposed acquisition of GreenTech Inc. by SolarPower Corporation, and what are the key concerns that each of these bodies is addressing in their evaluation of the merger?',\n", + " 'What are the total number of representations, warranties, covenants, and indemnifications outlined in the merger agreement, and how do these provisions collectively mitigate the risks associated with the transaction for both SolarPower and GreenTech?',\n", + " 'What is the value of the proposed acquisition of GreenTech Inc. by SolarPower Corporation, and what are the expected operational synergies from the deal in terms of cost reduction and revenue increase over the next two years?',\n", + " \"What measures has SolarPower committed to in order to address concerns about potential layoffs and the preservation of GreenTech's innovative culture, including the maintenance of GreenTech's R&D center and the honoring of existing employment contracts?\",\n", + " 'What is the purpose of the $150 million breakup fee included in the merger agreement, and under what circumstances would this fee be payable to GreenTech by SolarPower, in relation to securing regulatory approvals for the deal?',\n", + " 'Considering the potential antitrust concerns raised by the FTC, how do you think the merger between SolarPower and GreenTech could be structured to alleviate concerns about creating a monopoly in the renewable energy storage market, while still achieving the desired operational synergies and cost reductions?',\n", + " 'Given the comprehensive due diligence process outlined in the agreement, what specific risks or liabilities do you think SolarPower and GreenTech are trying to mitigate through this process, and how might these efforts impact the overall success of the merger?',\n", + " \"Assuming the European Commission requires concessions from SolarPower and GreenTech to secure approval, what types of divestitures or asset sales do you think would be most likely to alleviate concerns about reduced competition, and how might these concessions impact the companies' ability to achieve their strategic objectives through the merger?\",\n", + " 'Can you aggregate the potential benefits of the GreenTech acquisition by SolarPower Corporation, such as reduction in production costs and increase in revenue, and explain how these benefits will be achieved through operational synergies? Additionally, are there any potential drawbacks or challenges that may arise from this acquisition, and how will they be addressed?',\n", + " 'How many regulatory bodies are involved in scrutinizing the acquisition, and what are the specific concerns raised by each of them? Can you also outline the steps being taken by SolarPower and GreenTech to address these concerns and ensure compliance with applicable laws and regulations?',\n", + " 'What are the various components of the merger agreement, such as representations and warranties, indemnification process, covenants, and due diligence process, and how do they collectively contribute to mitigating risks and ensuring a smooth transition post-merger? Are there any specific provisions or clauses that you think are particularly important or noteworthy in this context?',\n", + " \"What is the expected reduction in production costs and increase in revenue over the next two years as a result of the operational synergies between GreenTech and SolarPower Corporation after the acquisition, and how does this relate to GreenTech's cutting-edge battery technology?\",\n", + " \"What measures has SolarPower Corporation committed to take in order to preserve GreenTech's innovative culture and alleviate concerns about potential layoffs, specifically regarding the research and development (R&D) center and existing employment contracts?\",\n", + " \"What is the purpose of the covenants agreed upon by SolarPower and GreenTech that restrict GreenTech from incurring new debt, issuing additional shares, or significantly altering business operations without SolarPower's consent prior to the deal's closure, and how do these covenants relate to preserving the value of GreenTech and its cutting-edge battery technology assets during the acquisition process?\",\n", + " \"How might the acquisition of GreenTech by SolarPower Corporation impact the overall competitiveness of the renewable energy storage market, considering the potential for monopolistic practices and the stifling of innovation, despite the commitment to maintaining GreenTech's R&D center as an independent entity?\",\n", + " \"Given the comprehensive due diligence process outlined in the merger agreement, including environmental assessments and audits of GreenTech's intellectual property portfolio, what specific risks or liabilities might SolarPower be trying to mitigate, and how might these efforts affect the valuation of GreenTech's cutting-edge battery technology?\",\n", + " \"In light of the regulatory scrutiny from both the FTC and the European Commission, what concessions or adjustments might SolarPower and GreenTech need to make to secure approval for the merger, and how might these concessions impact the operational synergies and anticipated benefits of combining GreenTech's battery technology with SolarPower's solar panel manufacturing and distribution network?\",\n", + " \"Can you aggregate the potential benefits of the merger between GreenTech and SolarPower, such as reduction in production costs and increase in revenue, and explain how these benefits will be achieved through the integration of GreenTech's cutting-edge battery technology with SolarPower's solar panel manufacturing and distribution network?\",\n", + " \"How many regulatory bodies are involved in reviewing the merger, and can you group the concerns raised by each body, such as the Federal Trade Commission's concerns about potential antitrust issues and the European Commission's evaluation of the merger's impact on the EU market?\",\n", + " \"Can you count the number of measures taken by SolarPower to mitigate risks and ensure a smooth transition post-merger, such as the $150 million breakup fee, honoring existing employment contracts, and restricting GreenTech from incurring new debt or altering business operations without SolarPower's consent, and explain the significance of each measure in the context of the merger agreement?\",\n", + " \"Don't you think that the acquisition of GreenTech Inc. by SolarPower Corporation, which is valued at $3 billion, is a bit overpriced considering the potential antitrust concerns and regulatory hurdles that the deal is facing? How do you justify the valuation of GreenTech's cutting-edge battery technology in this context?\",\n", + " \"How do you perceive the sentiment of GreenTech's employees and stakeholders regarding the acquisition, especially considering that SolarPower has committed to maintaining GreenTech's R&D center and honoring all existing employment contracts? Do you think this move will alleviate concerns about potential layoffs and cultural changes within the organization?\",\n", + " \"Don't you think that the merger agreement's inclusion of a $150 million breakup fee, payable to GreenTech if SolarPower fails to secure regulatory approvals, is an admission of the high risks associated with this deal? How do you assess the risks and benefits of this acquisition, and what are the potential implications for GreenTech's cutting-edge battery technology if the deal falls through?\",\n", + " 'What is the value of the proposed acquisition of GreenTech Inc. by SolarPower Corporation, and what are the expected operational synergies from the deal in terms of cost reduction and revenue increase over the next two years?',\n", + " \"What measures has SolarPower committed to in order to address concerns about potential layoffs and preserve GreenTech's innovative culture, including the maintenance of GreenTech's R&D center and the honoring of existing employment contracts?\",\n", + " 'What is the purpose of the $150 million breakup fee included in the merger agreement, and under what circumstances would SolarPower be required to pay this fee to GreenTech, according to the terms of the deal outlined in the passage?',\n", + " 'Considering the potential antitrust concerns raised by the FTC, how do you think SolarPower can balance its goal of achieving operational synergies with the need to maintain a competitive market in the renewable energy storage sector, and what specific steps can the company take to address these concerns without compromising its expansion plans?',\n", + " 'Given the comprehensive due diligence process outlined in the agreement, what are some potential risks or liabilities that SolarPower may still face post-merger, and how can the company mitigate these risks to ensure a smooth transition and maximize the value of the acquisition?',\n", + " \"Assuming the European Commission requires SolarPower and GreenTech to make concessions, such as divesting certain business units or assets, to secure approval for the merger, how do you think this could impact the companies' ability to achieve the anticipated operational synergies and revenue growth, and what alternative strategies could they explore to minimize the impact of these concessions on their expansion plans?\",\n", + " 'Can you aggregate the potential benefits of the SolarPower and GreenTech merger, including the reduction in production costs and increase in revenue, and explain how these benefits will be achieved through operational synergies? Additionally, are there any potential drawbacks or challenges that may arise from this merger, and how will they be addressed?',\n", + " 'How many regulatory bodies are involved in reviewing the SolarPower and GreenTech merger, and what are the key concerns and considerations that each of these bodies is evaluating? Can you group these concerns into categories, such as competition, market dominance, and consumer protection, and explain how SolarPower and GreenTech are addressing each of these concerns?',\n", + " \"Can you count and list the specific measures that SolarPower and GreenTech have agreed to take in order to mitigate risks and ensure a smooth transition post-merger, such as the breakup fee, employment contracts, and covenants restricting GreenTech's business operations? How do these measures contribute to the overall success of the merger, and what are the potential consequences if these measures are not implemented effectively?\",\n", + " \"Don't you think that SolarPower's acquisition of GreenTech Inc. is a strategic move to monopolize the renewable energy storage market, potentially stifling competition and innovation, despite the promised operational synergies and benefits to both companies?\",\n", + " \"How do you perceive the regulatory scrutiny from the Federal Trade Commission (FTC) and the European Commission impacting the merger's success, considering the potential antitrust concerns and the need for concessions to alleviate reduced competition?\",\n", + " \"In your opinion, does SolarPower's commitment to maintaining GreenTech's R&D center as an independent entity and honoring existing employment contracts genuinely alleviate concerns about potential layoffs and cultural disruptions, or is it merely a strategic move to secure regulatory approvals and avoid financial risks?\",\n", + " 'What is the value of the proposed acquisition of GreenTech Inc. by SolarPower Corporation, and what are the expected operational synergies from the deal in terms of cost reduction and revenue increase over the next two years?',\n", + " \"What specific concerns have been raised by the Federal Trade Commission (FTC) regarding the potential impact of the merger on the renewable energy storage market, and how might these concerns affect the deal's approval?\",\n", + " 'What concessions might SolarPower and GreenTech need to make to alleviate concerns about reduced competition and secure approval from regulatory bodies such as the European Commission, and what is the purpose of the $150 million breakup fee included in the merger agreement?',\n", + " 'Considering the potential antitrust concerns raised by the FTC, how do you think the merger between SolarPower and GreenTech could be structured to alleviate worries about creating a monopoly in the renewable energy storage market, while still achieving the desired operational synergies and cost reductions?',\n", + " \"Given the European Commission's review process and the requirement for concessions to alleviate concerns about reduced competition, what specific divestitures or asset sales do you think SolarPower and GreenTech might need to make in order to secure approval for the merger, and how might these concessions impact the overall value of the deal?\",\n", + " \"How do you think the preservation of GreenTech's R&D center as an independent entity, as well as the honoring of existing employment contracts, will impact the innovation culture and competitiveness of the combined entity, and what role might these factors play in addressing regulatory concerns about the potential stifling of competition and innovation in the renewable energy sector?\",\n", + " 'What are the primary concerns of the Federal Trade Commission (FTC) regarding the proposed acquisition of GreenTech Inc. by SolarPower Corporation, and how might these concerns impact the renewable energy storage market?',\n", + " 'How do the covenants and representations outlined in the merger agreement address potential risks and ensure a smooth transition post-merger, and what implications might these have for the future operations of GreenTech and SolarPower?',\n", + " \"What concessions might SolarPower and GreenTech need to make to alleviate concerns about reduced competition and secure approval from the European Commission, and how might these concessions impact the companies' business operations and market position in the EU?\",\n", + " 'Can you aggregate the potential benefits of the merger, such as reduction in production costs and increase in revenue, and weigh them against the potential antitrust concerns raised by regulatory bodies, such as the FTC and the European Commission? How do these benefits and concerns impact the overall viability of the deal?',\n", + " 'How many different regulatory bodies are involved in reviewing the merger, and what are the specific concerns each of them is trying to address? Can you group these concerns into categories, such as competition, market dominance, and consumer protection, and discuss how SolarPower and GreenTech are addressing each of these categories?',\n", + " \"Can you count the number of specific commitments and concessions made by SolarPower to alleviate concerns about the merger, such as maintaining GreenTech's R&D center, honoring employment contracts, and potentially divesting certain business units or assets? How do these commitments and concessions impact the overall structure and potential success of the deal?\",\n", + " 'What is the value of the proposed acquisition of GreenTech Inc. by SolarPower Corporation, and what are the expected operational synergies from the deal in terms of cost reduction and revenue increase over the next two years?',\n", + " \"What specific measures has SolarPower committed to in order to address concerns about preserving GreenTech's innovative culture and employment contracts, and what financial protection has been included in the merger agreement for GreenTech in case the deal fails to secure regulatory approvals?\",\n", + " 'What is the role of the European Commission in reviewing the merger, what specific aspects of the EU market are being assessed, and what concessions might SolarPower and GreenTech need to make to alleviate concerns about reduced competition and ensure compliance with the EU Merger Regulation?',\n", + " 'Can you enumerate the potential risks associated with the merger that could impact the EU market, such as reduced competition, market dominance, and stifling innovation, and how do you think the European Commission will address these concerns through the review process?',\n", + " \"How many concessions, such as divesting business units or assets, do you think SolarPower and GreenTech will need to make to alleviate EU concerns about reduced competition, and what will be the impact on the companies' operations and revenue?\",\n", + " \"Considering the merger's potential to create a monopoly in the renewable energy storage market, can you group the stakeholders who will be impacted by this merger, such as consumers, competitors, and employees, and how will their interests be protected or affected by the EU's review and approval process?\",\n", + " \"Considering the proposed acquisition of GreenTech Inc. by SolarPower Corporation, what are the potential implications for the EU market in terms of competition and market dominance, and how might the European Commission's review process address these concerns?\",\n", + " 'Given the intense scrutiny from regulatory bodies, including the FTC and the European Commission, what concessions might SolarPower and GreenTech need to make to alleviate concerns about reduced competition and secure approval for the merger?',\n", + " \"How might the merger's potential impact on the EU market, particularly in terms of competition and market dominance, be mitigated by the agreement's provisions, such as the maintenance of GreenTech's R&D center as an independent entity and the restrictions on GreenTech's business operations prior to the deal's closure?\",\n", + " 'generated_questions',\n", + " \"What is the expected outcome of combining GreenTech's battery technology with SolarPower's solar panel manufacturing and distribution network in terms of production costs and revenue over the next two years?\",\n", + " \"What measures has SolarPower committed to in order to preserve GreenTech's innovative culture and alleviate concerns about potential layoffs?\",\n", + " \"What is the purpose of the covenants agreed upon by SolarPower and GreenTech, and what specific restrictions do they impose on GreenTech's business operations prior to the deal's closure?\",\n", + " \"Considering the potential antitrust concerns raised by the FTC, how might the merger impact GreenTech's R&D focus and priorities, particularly in areas where SolarPower has existing interests or investments, and what safeguards can be put in place to ensure continued innovation and competition in the renewable energy storage market?\",\n", + " \"Given the agreement to maintain GreenTech's R&D center as an independent entity, what strategies can be employed to ensure effective collaboration and knowledge-sharing between GreenTech's scientists and engineers and SolarPower's manufacturing and distribution teams, while preserving GreenTech's innovative culture and autonomy?\",\n", + " \"In light of the European Commission's review of the merger and potential requirements for concessions, such as divesting certain business units or assets, how might GreenTech's R&D roadmap and priorities need to adapt to address concerns about reduced competition and market dominance, while still achieving the anticipated operational synergies and growth targets set out in the merger agreement?\",\n", + " 'Can you aggregate the potential benefits of the merger between GreenTech and SolarPower, such as reduction in production costs and increase in revenue, and explain how these benefits will be realized in the next two years? For instance, what specific steps will be taken to achieve the 20% reduction in production costs and 15% increase in revenue, and how will these steps be measured and tracked? Additionally, what are the key performance indicators (KPIs) that will be used to evaluate the success of the merger, and how will they be aggregated and reported to stakeholders?',\n", + " \"How many regulatory bodies are involved in reviewing the merger, and what are the specific concerns of each body? For example, the FTC has expressed concerns about potential antitrust issues, while the European Commission is reviewing the merger's impact on the EU market. Can you group these concerns into categories, such as competition, market dominance, and consumer protection, and explain how SolarPower and GreenTech plan to address each category of concerns? Furthermore, what concessions, such as divesting certain business units or assets, may need to be made to alleviate these concerns, and how will these concessions be aggregated and evaluated?\",\n", + " \"Can you count and categorize the different types of commitments and agreements made by SolarPower to GreenTech as part of the merger, such as maintaining GreenTech's R&D center as an independent entity, honoring existing employment contracts, and paying a $150 million breakup fee if the deal falls through? How will these commitments be tracked and enforced, and what are the consequences of failing to meet these commitments? Additionally, can you aggregate the potential risks associated with these commitments, such as the financial risks of paying the breakup fee, and explain how these risks will be mitigated and managed by both parties?\",\n", + " \"Considering the potential antitrust concerns raised by the FTC, how do you think GreenTech's R&D center will maintain its innovative culture and independence under SolarPower's ownership, and what measures can be taken to ensure that the merger does not stifle competition and innovation in the renewable energy storage market?\",\n", + " \"Given the comprehensive due diligence process outlined in the agreement, what specific areas of GreenTech's R&D do you think SolarPower should focus on to ensure a smooth transition and maximize operational synergies, and how can they balance this with the need to preserve GreenTech's innovative culture and independence?\",\n", + " \"In light of the European Commission's review of the merger, what concessions or adjustments do you think SolarPower and GreenTech may need to make to alleviate concerns about reduced competition, and how might these concessions impact GreenTech's R&D priorities and direction in the future?\",\n", + " 'What is the amount of the breakup fee that SolarPower has agreed to pay to GreenTech if it fails to secure the necessary regulatory approvals for the acquisition, and what is the purpose of this fee?',\n", + " 'Under what conditions would SolarPower be required to pay the $150 million breakup fee to GreenTech, as per the merger agreement?',\n", + " 'How does the inclusion of the $150 million breakup fee in the merger agreement mitigate financial risks for GreenTech in the event that the deal falls through due to regulatory issues?',\n", + " \"Considering the $150 million breakup fee is payable to GreenTech if SolarPower fails to secure regulatory approvals, how might this fee structure impact SolarPower's negotiation strategy with regulatory bodies, and what are the potential implications for the merger's success?\",\n", + " \"Given the merger's potential to create a monopoly in the renewable energy storage market, as indicated by the FTC, how does the $150 million breakup fee mitigate or exacerbate concerns about reduced competition, and what role might it play in the European Commission's review process?\",\n", + " \"In the event that SolarPower is required to make concessions, such as divesting certain business units or assets, to alleviate concerns about reduced competition, how might the $150 million breakup fee influence SolarPower's decision-making regarding which concessions to make, and what are the potential implications for GreenTech's valuation and the merger's overall structure?\",\n", + " \"Can you aggregate the potential risks associated with the merger that are mitigated by the $150 million breakup fee, and how do these risks impact the financial stability of GreenTech in the event of the deal falling through? Consider the context of regulatory approvals, financial risks, and the importance of maintaining GreenTech's innovative culture and employment contracts\",\n", + " 'How many concessions, such as divesting business units or assets, might SolarPower and GreenTech need to make to alleviate concerns about reduced competition and secure regulatory approvals, considering the breakup fee as a potential financial burden? Please provide examples from the passage to support your answer',\n", + " 'Can you count the number of regulatory bodies involved in reviewing the merger, including the FTC and the European Commission, and explain how the $150 million breakup fee is related to the regulatory approval process? Additionally, how do the representations, warranties, and covenants in the merger agreement contribute to the overall regulatory compliance strategy of SolarPower and GreenTech',\n", + " \"What are the potential antitrust concerns raised by the Federal Trade Commission (FTC) regarding the acquisition of GreenTech Inc. by SolarPower Corporation, and how might this impact the deal's approval?\",\n", + " \"What concessions might SolarPower and GreenTech need to make to alleviate concerns about reduced competition and secure approval from the European Commission, and how might this affect the merger's structure?\",\n", + " 'What specific measures have SolarPower and GreenTech agreed to in the merger agreement to mitigate financial risks and ensure a smooth transition post-merger, such as covenants and indemnification processes, and how do these measures address potential regulatory hurdles ahead?',\n", + " 'Considering the potential antitrust concerns raised by the FTC, what specific concessions or divestitures could SolarPower and GreenTech offer to alleviate concerns about reduced competition and secure regulatory approval, while still achieving the desired operational synergies and revenue growth?',\n", + " \"Given the European Commission's review process, how might the merger's impact on the EU market be assessed differently than its impact on the US market, and what implications might this have for the companies' global operations and competitiveness?\",\n", + " \"In the event that the merger is approved, what mechanisms or safeguards could be put in place to ensure that SolarPower adheres to its commitment to maintain GreenTech's R&D center as an independent entity, and what potential consequences might arise if this commitment is not upheld, particularly with regards to innovation and competition in the renewable energy sector?\",\n", + " 'Considering the potential antitrust concerns raised by the FTC, what specific measures can SolarPower and GreenTech take to alleviate concerns about reduced competition in the renewable energy storage market, and how might these measures impact the overall structure and benefits of the proposed acquisition?',\n", + " \"Given the European Commission's review process, what concessions, such as divesting certain business units or assets, might SolarPower and GreenTech need to make to secure approval, and how could these concessions affect the operational synergies and financial projections outlined in the merger agreement?\",\n", + " 'How might the detailed representations and warranties, as well as the indemnification process outlined in the merger agreement, protect both parties against potential breaches and ensure compliance with applicable laws, particularly in light of the intense regulatory scrutiny surrounding the transaction?',\n", + " 'Can you enumerate the potential regulatory hurdles that SolarPower Corporation and GreenTech Inc. may face in the proposed acquisition, and group them into categories such as antitrust concerns, employment contracts, and environmental assessments? How many hurdles are there in each category?',\n", + " 'How many different regulatory bodies are involved in reviewing the proposed acquisition, and what are the specific concerns or requirements that each body is addressing? Can you aggregate the concerns into a list and count the number of concerns for each regulatory body?',\n", + " 'What are the various concessions or commitments that SolarPower Corporation and GreenTech Inc. may need to make to secure regulatory approvals, such as divesting business units or maintaining R&D centers? Can you collect and count the number of concessions mentioned in the passage, and group them by type or regulatory body?']" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "questions" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "74843eaa", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "292" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(questions)" + ] + }, + { + "cell_type": "markdown", + "id": "e95ca468", + "metadata": {}, + "source": [ + "## Filter Questions" + ] + }, + { + "cell_type": "markdown", + "id": "c1f83638", + "metadata": {}, + "source": [ + "![Pipeline: Step 2](imgs/3.PNG)\n", + "\n", + "Now that we have all the underlying questions, the next step is to filter from the generated questions." + ] + }, + { + "cell_type": "markdown", + "id": "e814ffc0", + "metadata": {}, + "source": [ + "### Semantic Dedup" + ] + }, + { + "cell_type": "markdown", + "id": "4fcdfe0e", + "metadata": {}, + "source": [ + "First, we deduplicate the questions." + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "c57490b9", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/usr/local/lib/python3.10/dist-packages/sklearn/cluster/_agglomerative.py:983: FutureWarning: Attribute `affinity` was deprecated in version 1.2 and will be removed in 1.4. Use `metric` instead\n", + " warnings.warn(\n" + ] + } + ], + "source": [ + "deduped_raw_questions = dedup.execute(questions)" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "0df2081a", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Elemintated 84 duplicates\n" + ] + } + ], + "source": [ + "print(\"Elemintated {} duplicates\".format(len(raw_questions) - len(deduped_raw_questions)))" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "607750d4", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['What is the value of the proposed acquisition of GreenTech Inc. by SolarPower Corporation, and what are the expected operational synergies from the deal in terms of cost reduction and revenue increase over the next two years?',\n", + " \"What specific concerns have been raised by the Federal Trade Commission (FTC) regarding the potential impact of the merger on the renewable energy storage market, and how might these concerns affect the deal's approval?\",\n", + " \"What are some of the key covenants agreed upon by SolarPower and GreenTech to preserve the value of GreenTech and ensure a smooth transition post-merger, and how do these covenants restrict GreenTech's actions prior to the deal's closure?\",\n", + " 'Considering the potential antitrust concerns raised by the FTC, what specific concessions could SolarPower and GreenTech offer to alleviate concerns about reduced competition in the renewable energy storage market, and how might these concessions impact the overall value of the merger?',\n", + " \"Given the European Commission's review of the merger and the requirement for compliance with the EU Merger Regulation, how do you think the merger will affect the EU market, particularly with regards to competition and market dominance, and what steps might SolarPower and GreenTech need to take to ensure approval and compliance with EU policies on market fairness and consumer protection?\",\n", + " \"Assuming the merger is approved, how might the integration of GreenTech's battery technology with SolarPower's solar panel manufacturing and distribution network affect the broader renewable energy market trends, particularly in terms of pricing, innovation, and adoption rates, over the next two years and beyond?\",\n", + " \"Given the comprehensive due diligence process outlined in the agreement, what are some potential risks or liabilities that SolarPower and GreenTech might uncover during the environmental assessments and audits of GreenTech's intellectual property portfolio, and how might these findings affect the valuation of the deal or the terms of the merger agreement?\",\n", + " \"Can you name at least three regulatory bodies that are involved in scrutinizing the acquisition of GreenTech Inc. by SolarPower Corporation, and what are their primary concerns regarding this transaction? Additionally, how many scientists and engineers are employed at GreenTech's R&D center that SolarPower has committed to maintaining as an independent entity? Finally, what is the total value of the breakup fee that SolarPower will have to pay to GreenTech if it fails to secure regulatory approvals? Please provide a comprehensive answer aggregating these data points to illustrate the complexity of this acquisition process\",\n", + " 'How many different types of assessments and audits are included in the comprehensive due diligence process outlined in the merger agreement between SolarPower and GreenTech? Specifically, can you identify the various components of this process, such as environmental assessments and intellectual property portfolio audits, and explain how they contribute to ensuring that all assets and liabilities are accurately accounted for before the transaction is finalized? In your answer, please aggregate these components to demonstrate the thoroughness of the due diligence process',\n", + " 'What are at least two concessions that SolarPower and GreenTech may need to make to alleviate concerns about reduced competition and secure approval from regulatory bodies such as the European Commission? Furthermore, can you identify the specific EU policies on market fairness and consumer protection that the merger must align with, in addition to addressing competitive effects? In your response, please aggregate these concessions and policy alignments to highlight the challenges of ensuring compliance with the EU Merger Regulation',\n", + " 'What are the primary concerns of the Federal Trade Commission (FTC) regarding the proposed acquisition of GreenTech Inc. by SolarPower Corporation, and how might these concerns impact the renewable energy storage market?',\n", + " \"What measures has SolarPower committed to taking in order to address concerns about the potential impact of the merger on GreenTech's research and development (R&D) center and its employees?\",\n", + " 'What is the role of the European Commission in reviewing the merger, what specific aspects of the EU market are being assessed, and what concessions might SolarPower and GreenTech need to make to alleviate concerns about reduced competition and ensure compliance with the EU Merger Regulation?',\n", + " 'Considering the potential antitrust concerns raised by the FTC, how do you think the merger between SolarPower and GreenTech could be structured to alleviate worries about creating a monopoly in the renewable energy storage market, while still achieving the desired operational synergies and cost reductions?',\n", + " \"In light of the European Commission's review of the merger, what concessions or adjustments do you think SolarPower and GreenTech may need to make to alleviate concerns about reduced competition, and how might these concessions impact GreenTech's R&D priorities and direction in the future?\",\n", + " \"How do you think the agreement's provisions, such as the maintenance of GreenTech's R&D center as an independent entity and the restrictions on GreenTech's business operations, will affect the companies' ability to achieve the anticipated benefits of the merger, while also addressing regulatory concerns and ensuring compliance with applicable laws and regulations?\",\n", + " 'Considering the potential antitrust concerns raised by the FTC, how do you think the operational synergies expected from the merger can be balanced with the need to maintain competition in the renewable energy storage market, and what specific measures can SolarPower and GreenTech take to address these concerns while still achieving their strategic objectives?',\n", + " \"Given the European Commission's review process, what concessions do you think SolarPower and GreenTech might need to make to secure approval, and how could these concessions impact the overall value and strategic rationale of the merger?\",\n", + " 'How do you assess the effectiveness of the covenants and representations and warranties outlined in the merger agreement in mitigating risks and ensuring a smooth transition post-merger, and what are the potential implications for both parties if these provisions are breached or if the deal ultimately falls through due to regulatory hurdles?',\n", + " 'Can you aggregate the potential benefits of the merger, such as the 20% reduction in production costs and the 15% increase in revenue, and weigh them against the potential antitrust concerns raised by regulatory bodies, such as the FTC and the European Commission? How do you think these benefits and concerns will be balanced in the regulatory review process?',\n", + " \"How many different regulatory bodies are involved in reviewing the merger, and what are the specific concerns and requirements of each body? For example, the FTC is concerned about potential monopolies, while the European Commission is reviewing the merger's impact on the EU market. Can you walk me through the different regulatory hurdles that SolarPower and GreenTech need to clear?\",\n", + " \"Can you count the number of specific commitments and concessions made by SolarPower to alleviate concerns about the merger, such as maintaining GreenTech's R&D center, honoring employment contracts, and potentially divesting certain business units or assets? How do these commitments and concessions impact the overall structure and potential success of the deal?\",\n", + " \"Don't you think that the intense regulatory scrutiny from bodies like the FTC and the European Commission could potentially jeopardize the entire acquisition deal between SolarPower Corporation and GreenTech Inc., and what would be the consequences for both companies if the deal falls through?\",\n", + " 'Considering the potential antitrust concerns and the possibility of creating a monopoly in the renewable energy storage market, do you believe that the benefits of the acquisition, such as the 20% reduction in production costs and the 15% increase in revenue, outweigh the risks of stifling competition and innovation?',\n", + " \"What measures has SolarPower committed to in order to preserve GreenTech's innovative culture and alleviate concerns about potential layoffs?\",\n", + " \"Considering the potential antitrust concerns raised by the FTC, how might the merger's operational synergies, such as the 20% reduction in production costs and 15% increase in revenue, be impacted if SolarPower is required to divest certain business units or assets to alleviate competition concerns, and what implications might this have for the overall value of the deal?\",\n", + " \"Given the commitment to maintain GreenTech's R&D center as an independent entity, how can SolarPower ensure that the operational synergies resulting from the merger are effectively integrated and aligned with the innovative culture of GreenTech, and what are the potential risks or challenges that may arise from this approach?\",\n", + " \"In light of the European Commission's review of the merger, what economic justifications might SolarPower and GreenTech present to argue that the merger will not lead to reduced competition or market dominance in the EU market, and how might these justifications be supported by market analyses and competitive impact assessments, particularly with regard to the renewable energy storage market and potential barriers to entry for new competitors?\",\n", + " \"Considering the proposed acquisition of GreenTech Inc. by SolarPower Corporation, what are the key operational synergies that are expected to result from this merger, and how might they impact the companies' production costs and revenue over the next two years? Can you elaborate on the specific drivers behind these anticipated synergies and their potential implications for the companies' competitiveness in the renewable energy sector?\",\n", + " 'Given the intense scrutiny from regulatory bodies, including the FTC and the European Commission, what concessions might SolarPower and GreenTech need to make to alleviate concerns about reduced competition and secure approval for the merger?',\n", + " 'The merger agreement includes a comprehensive due diligence process, representations and warranties, and covenants to ensure a smooth transition post-merger. Can you walk us through the key components of this due diligence process and how they will help mitigate risks associated with the merger? Additionally, how do the representations and warranties, as well as the covenants, contribute to preserving the value of GreenTech and protecting both parties against potential breaches or unforeseen liabilities?',\n", + " \"Can you aggregate the potential benefits of the merger between GreenTech and SolarPower, such as reduction in production costs and increase in revenue, and explain how these benefits will be achieved through the integration of GreenTech's cutting-edge battery technology with SolarPower's solar panel manufacturing and distribution network?\",\n", + " 'How many regulatory bodies are involved in reviewing the merger, and what are the specific concerns or issues that each of them is addressing, such as antitrust concerns or market dominance, and how are SolarPower and GreenTech addressing these concerns?',\n", + " 'What are the various concessions that SolarPower and GreenTech may need to make to alleviate concerns about reduced competition, and how many business units or assets might need to be divested in order to secure approval from the European Commission and the FTC?',\n", + " \"Considering the proposed acquisition of GreenTech Inc. by SolarPower Corporation, how might the European Commission's review of the merger influence the companies' decisions regarding concessions, such as divesting business units or assets, to address concerns about reduced competition in the EU market? Can you provide examples of potential concessions and their impact on the market?\",\n", + " \"Given the potential antitrust concerns raised by the Federal Trade Commission (FTC) and the European Commission's review of the merger, what measures can SolarPower Corporation and GreenTech Inc. take to demonstrate that the acquisition will not stifle competition and innovation in the renewable energy storage market, and how might these measures affect the companies' operational synergies and overall competitiveness?\",\n", + " \"In light of SolarPower's commitment to maintaining GreenTech's R&D center as an independent entity and honoring existing employment contracts, how might these decisions influence the assessment of the merger's competitive impact, and what role might these factors play in the European Commission's evaluation of the merger's compliance with EU market competition regulations and policies on market fairness and consumer protection?\",\n", + " \"Considering the proposed acquisition of GreenTech Inc. by SolarPower Corporation, what are the potential implications for the EU market in terms of competition and market dominance, and how might the European Commission's review process address these concerns?\",\n", + " 'Considering the potential antitrust concerns raised by the FTC, what specific measures can SolarPower and GreenTech take to alleviate concerns about reduced competition in the renewable energy storage market, and how might these measures impact the overall structure and benefits of the proposed acquisition?',\n", + " 'Can you aggregate the potential benefits of the merger, such as reduction in production costs and increase in revenue, and weigh them against the potential antitrust concerns raised by regulatory bodies, such as the FTC and the European Commission? How do these benefits and concerns impact the overall viability of the deal?',\n", + " 'Considering the merger agreement includes a $150 million breakup fee and detailed representations and warranties, how do you assess the risks associated with the deal, particularly with regards to regulatory approvals and potential breaches of the agreement? Can you count the number of potential risks that SolarPower and GreenTech are trying to mitigate through this agreement?',\n", + " 'The European Commission is reviewing the merger to assess its impact on the EU market. Can you group the factors that the Commission will consider in its evaluation, such as market analyses, competitive impact assessments, and economic justifications for the merger? How do you think the companies can ensure compliance with the EU Merger Regulation and address concerns about reduced competition in the EU market, particularly in the renewable energy sector?',\n", + " \"Don't you think that the proposed acquisition of GreenTech Inc. by SolarPower Corporation will lead to a monopoly in the renewable energy storage market, stifling competition and innovation, as indicated by the Federal Trade Commission (FTC)?\",\n", + " \"How do you perceive the European Commission's review of the merger in terms of its impact on the EU market, particularly regarding competition and market dominance, and what concessions do you think SolarPower and GreenTech may need to make to secure approval?\",\n", + " \"Considering the potential antitrust concerns and the need for regulatory approvals, do you believe that the merger agreement's $150 million breakup fee is sufficient to mitigate financial risks for GreenTech should the deal fall through, and what implications might this have for the companies involved?\",\n", + " \"What specific measures has SolarPower committed to in order to preserve GreenTech's innovative culture post-merger, and how will these measures be implemented in practice?\",\n", + " 'What specific covenants have been agreed upon by SolarPower and GreenTech to preserve the value of GreenTech and ensure a smooth transition post-merger?',\n", + " \"What is the purpose of the comprehensive due diligence process outlined in the merger agreement, and what assessments and audits are included in this process to ensure the preservation of GreenTech's assets and liabilities?\",\n", + " \"Considering the potential antitrust concerns raised by the FTC, how do you think GreenTech's R&D center will maintain its innovative culture and independence under SolarPower's ownership, and what measures can be taken to ensure that the merger does not stifle competition and innovation in the renewable energy storage market?\",\n", + " 'Given the comprehensive due diligence process outlined in the agreement, what specific steps can SolarPower and GreenTech take to ensure that the intellectual property portfolio of GreenTech is accurately accounted for and protected during the merger, and how can they balance the need for thorough assessment with the need for a smooth transition post-merger?',\n", + " \"In light of the European Commission's review of the merger, what concessions or divestitures do you think SolarPower and GreenTech may need to make to alleviate concerns about reduced competition, and how can they ensure that these concessions align with the broader EU policies on market fairness and consumer protection while still achieving the operational synergies and revenue growth anticipated from the merger?\",\n", + " \"Can you aggregate the potential risks associated with the acquisition of GreenTech Inc. by SolarPower Corporation, such as antitrust concerns, potential monopolies, and regulatory hurdles, and outline the mitigation strategies proposed by the companies, including the $150 million breakup fee and the preservation of GreenTech's R&D center as an independent entity? How do these strategies collectively address the concerns of regulatory bodies and ensure a smooth transition post-merger?\",\n", + " \"How do the covenants restricting GreenTech from incurring new debt, issuing additional shares, or significantly altering business operations without SolarPower's consent, collectively preserve the value of GreenTech and ensure a smooth transition post-merger? Can you count the number of ways in which these covenants protect the interests of both parties and facilitate the integration of the two companies?\",\n", + " \"Can you group the different regulatory bodies involved in reviewing the merger, such as the Federal Trade Commission and the European Commission, and outline the specific concerns and requirements of each body? How do the companies' submissions, including market analyses and competitive impact assessments, collectively address these concerns and demonstrate compliance with applicable laws and regulations, such as the EU Merger Regulation? What concessions, such as divesting certain business units or assets, may be required to alleviate concerns about reduced competition and ensure approval of the merger?\",\n", + " \"Don't you think that the proposed acquisition of GreenTech Inc. by SolarPower Corporation is likely to create a monopoly in the renewable energy storage market, stifling competition and innovation, despite the companies' efforts to address regulatory concerns? How do you respond to such concerns about market dominance and reduced competition in the industry?\",\n", + " 'Considering the intense scrutiny from regulatory bodies, including the FTC and the European Commission, what are the potential risks and consequences if SolarPower fails to secure the necessary regulatory approvals, and how will the $150 million breakup fee mitigate these risks for GreenTech?',\n", + " \"In light of the agreement's detailed representations and warranties, as well as the covenants restricting GreenTech's business operations prior to the deal's closure, do you believe that GreenTech's innovative culture and R&D capabilities will be preserved post-merger, or will they be compromised by the need to integrate with SolarPower's larger organization and address regulatory concerns?\",\n", + " \"Considering the $150 million breakup fee, how might SolarPower's negotiation strategy be influenced by the potential risks and costs associated with failing to secure regulatory approvals, and what implications could this have for the overall structure of the deal?\",\n", + " \"Given the covenants restricting GreenTech from incurring new debt, issuing additional shares, or significantly altering business operations without SolarPower's consent, how might these restrictions impact GreenTech's ability to respond to market changes or unexpected financial needs prior to the deal's closure, and what financial risks might arise from these limitations?\",\n", + " \"What concessions might SolarPower and GreenTech need to make to alleviate concerns about reduced competition and secure approval from the European Commission, and how might this affect the merger's structure?\",\n", + " 'What is the amount of the breakup fee that SolarPower has agreed to pay to GreenTech if it fails to secure the necessary regulatory approvals for the acquisition, and what is the purpose of this fee?',\n", + " \"What role do the covenants restricting GreenTech's business operations prior to the deal's closure play in preserving the value of GreenTech and ensuring a smooth transition post-merger, and how will these covenants be enforced in practice?\",\n", + " \"How does the comprehensive due diligence process outlined in the agreement, including environmental assessments and audits of GreenTech's intellectual property portfolio, contribute to mitigating risks associated with the breakup fee and ensuring the accuracy of representations and warranties made by both parties in the merger agreement?\",\n", + " \"Considering the $150 million breakup fee, how do you think SolarPower's commitment to maintaining GreenTech's R&D center as an independent entity affects the mitigation of financial risks for GreenTech in the event of a failed acquisition, and what implications might this have on the regulatory approval process?\",\n", + " 'Given the detailed representations and warranties, as well as the indemnification process outlined in the merger agreement, how do these contractual provisions contribute to Breakup Fee Mitigation, particularly in relation to protecting both parties against potential breaches and ensuring the accuracy of financial statements?',\n", + " \"In light of the European Commission's review of the merger and potential requirements for concessions, such as divesting certain business units or assets, how might these concessions impact the Breakup Fee Mitigation strategy, and what considerations should SolarPower and GreenTech take into account when navigating these regulatory demands to minimize financial risks associated with a potential deal failure?\",\n", + " 'Can you aggregate the total number of regulatory bodies involved in scrutinizing the acquisition of GreenTech Inc. by SolarPower Corporation and outline their specific concerns regarding the transaction? For instance, the FTC and European Commission are mentioned - are there any others involved, and what are their collective views on the potential antitrust implications of this deal? How do their concerns impact the mitigation of breakup fees in such transactions?',\n", + " 'Considering the proposed acquisition of GreenTech Inc., how many different types of risks can be identified that are being mitigated through the inclusion of a breakup fee, representations and warranties, and an indemnification process? Can you group these risks into categories, such as financial, operational, and regulatory, and discuss how each category is addressed through these mitigation strategies?',\n", + " \"What is the total number of commitments made by SolarPower Corporation to mitigate potential risks and ensure a smooth transition post-merger, including maintaining GreenTech's R&D center, honoring employment contracts, and agreeing to covenants restricting GreenTech's actions prior to deal closure? How do these commitments collectively contribute to reducing the likelihood of the deal falling through and thereby mitigate the financial risks associated with breakup fees in such transactions?\",\n", + " \"Don't you think that the $150 million breakup fee is a relatively small price to pay for SolarPower, considering the potential benefits of the acquisition, and does this fee adequately mitigate the financial risks for GreenTech in the event of regulatory approval failure?\",\n", + " 'How do you perceive the sentiment of regulatory bodies, such as the FTC and the European Commission, towards the proposed acquisition, and do you believe that their concerns about antitrust and competition issues are justified?',\n", + " \"In your opinion, are the covenants and restrictions imposed on GreenTech prior to the deal's closure, such as not incurring new debt or issuing additional shares, overly restrictive and do they unfairly limit GreenTech's ability to operate independently during this period, or are they necessary to preserve the value of the company and ensure a smooth transition post-merger?\",\n", + " 'Under what conditions would SolarPower be required to pay the $150 million breakup fee to GreenTech, as per the merger agreement?',\n", + " 'What specific areas of due diligence are mentioned in the agreement between SolarPower and GreenTech, aimed at ensuring all assets and liabilities are accurately accounted for before the finalization of the transaction?',\n", + " 'Considering the potential antitrust concerns raised by the FTC, how do you think the due diligence process can be tailored to address these concerns and ensure compliance with regulatory requirements, particularly in relation to the preservation of competition and innovation in the renewable energy storage market?',\n", + " 'Given the complexities of the merger, including the need for regulatory approvals from both the FTC and the European Commission, what strategies would you employ to manage the due diligence process and ensure that all necessary steps are taken to mitigate risks and ensure a smooth transaction?',\n", + " \"In light of the agreement's representations and warranties, as well as the indemnification process, how do you think the due diligence process can be designed to identify and assess potential risks and liabilities associated with GreenTech's intellectual property portfolio, and what steps can be taken to mitigate these risks and ensure that SolarPower is adequately protected in the event of a breach or unforeseen circumstance?\",\n", + " 'Considering the potential antitrust concerns raised by the FTC, what specific measures would you recommend as part of the due diligence process to assess the competitive impact of the merger and mitigate the risk of creating a monopoly in the renewable energy storage market?',\n", + " 'Given the complexities of the EU Merger Regulation and the need to ensure compliance with broader EU policies on market fairness and consumer protection, how would you structure the due diligence process to identify potential areas of concern and ensure that the merger aligns with these policies?',\n", + " \"In light of the representations and warranties included in the merger agreement, what steps would you take as part of the due diligence process to verify the accuracy of GreenTech's financial statements, absence of undisclosed liabilities, and compliance with applicable laws, and what indemnification provisions would you recommend to protect both parties against potential breaches?\",\n", + " 'Can you aggregate the potential risks associated with the merger, such as antitrust concerns, potential monopolies, and undisclosed liabilities, and outline the measures taken by SolarPower and GreenTech to mitigate these risks, such as the $150 million breakup fee and the thorough indemnification process? How do these measures collectively address the concerns of regulatory bodies and ensure a smooth transition post-merger?',\n", + " \"How many different regulatory bodies are involved in the review and approval process of the acquisition, including the Federal Trade Commission (FTC) and the European Commission? Can you outline the specific requirements and assessments each body is conducting, such as environmental assessments, audits of GreenTech's intellectual property portfolio, and market analyses, and how these assessments collectively contribute to the due diligence process?\",\n", + " 'Can you group the different types of covenants and agreements outlined in the merger agreement, such as the representations and warranties, the indemnification process, and the covenants restricting GreenTech from incurring new debt or altering business operations? How do these covenants collectively preserve the value of GreenTech and ensure a smooth transition post-merger, and what are the potential consequences of breaching these covenants?',\n", + " 'What is the purpose of the comprehensive due diligence process outlined in the merger agreement between SolarPower and GreenTech, specifically with regards to intellectual property assessment?',\n", + " \"What type of assessments are being conducted as part of the due diligence process to evaluate GreenTech's intellectual property portfolio?\",\n", + " \"Why is it important for SolarPower and GreenTech to accurately account for all assets and liabilities, including intellectual property, before the finalization of the transaction, as mentioned in the agreement's due diligence process?\",\n", + " \"How might the merger between SolarPower and GreenTech impact the valuation of GreenTech's intellectual property portfolio, considering the potential for increased market dominance and reduced competition in the renewable energy storage market? Can you provide examples of specific IP assets that may be affected and how their value might change post-merger?\",\n", + " \"Given the regulatory scrutiny surrounding the merger, what role do you think the intellectual property assessment will play in the European Commission's review process? How might the Commission's evaluation of GreenTech's IP portfolio influence the merger's approval, and what concessions might SolarPower and GreenTech need to make to address concerns about market dominance?\",\n", + " \"Can you aggregate the potential risks associated with the merger, such as antitrust concerns, potential monopolies, and undisclosed liabilities, and assess their impact on the valuation of GreenTech's intellectual property portfolio? How would you prioritize these risks and what mitigation strategies would you propose to address them?\",\n", + " 'How would you group the various stakeholders involved in the merger, such as regulatory bodies, employees, and shareholders, and assess their competing interests and expectations regarding the intellectual property assessment? What steps would you take to ensure that the assessment is comprehensive and takes into account the concerns of all stakeholders?',\n", + " \"Can you count and categorize the different types of intellectual property assets that would be transferred as part of the merger, such as patents, trademarks, and trade secrets? How would you assess the value of these assets and what methods would you use to determine their impact on the overall valuation of GreenTech's intellectual property portfolio?\",\n", + " 'What role is the European Commission playing in reviewing the merger, and what specific aspects of the transaction is it evaluating in order to assess its impact on the EU market, particularly regarding competition and market dominance?',\n", + " 'Considering the potential antitrust concerns raised by the FTC, how do you think the merger between SolarPower and GreenTech could be structured to alleviate concerns about market dominance while still achieving the desired operational synergies and cost reductions?',\n", + " \"How do you think the preservation of GreenTech's R&D center as an independent entity will affect the combined company's ability to innovate and compete in the renewable energy storage market, and what implications might this have for market dominance concerns and the overall competitiveness of the industry?\",\n", + " 'Considering the proposed acquisition of GreenTech Inc. by SolarPower Corporation, what are the key indicators that suggest a potential monopoly in the renewable energy storage market, and how might this impact competition and innovation in the sector?',\n", + " \"Given the commitments made by SolarPower to maintain GreenTech's R&D center as an independent entity and honor existing employment contracts, how might these measures mitigate concerns about market dominance, and what implications might this have for the regulatory approval process?\",\n", + " 'How many different regulatory bodies are involved in reviewing the merger, and what are the specific concerns each of them is trying to address? Can you group these concerns into categories, such as competition, market dominance, and consumer protection, and discuss how SolarPower and GreenTech are addressing each of these categories?',\n", + " \"Can you count the number of specific measures that SolarPower and GreenTech have agreed to take in order to alleviate market dominance concerns, such as maintaining GreenTech's R&D center as an independent entity, honoring existing employment contracts, and making concessions such as divesting certain business units or assets? How do these measures collectively impact the potential for market dominance in the renewable energy sector?\",\n", + " 'In light of the potential antitrust concerns and regulatory scrutiny surrounding the acquisition, do you believe that the benefits of the merger, including operational synergies and increased revenue, outweigh the risks of market dominance and reduced competition, or do you think the companies should reconsider the deal to avoid potential regulatory hurdles and reputational damage?',\n", + " 'Considering the potential antitrust concerns raised by the FTC, what concessions do you think SolarPower and GreenTech could offer to alleviate concerns about reduced competition, and how might these concessions impact the overall value of the merger?',\n", + " \"Given the European Commission's review of the merger, what specific concessions or divestitures might SolarPower and GreenTech need to make to secure approval, and how might these concessions affect the companies' operations and market position in the EU?\",\n", + " 'What are the various measures or concessions that SolarPower and GreenTech may need to take or make to secure regulatory approvals, such as divesting business units or assets, and how will these measures impact the operational synergies and overall success of the merger?',\n", + " 'How do you assess the effectiveness of the covenants and representations and warranties outlined in the merger agreement in mitigating the risks associated with the deal, particularly with regards to preserving the value of GreenTech and ensuring a smooth transition post-merger, and are there any potential gaps or areas of concern that you think need to be addressed further?',\n", + " 'What specific measures have SolarPower and GreenTech agreed to in order to mitigate financial risks and ensure a smooth transition post-merger, as outlined in the merger agreement?',\n", + " \"Can you aggregate the potential risks associated with the acquisition of GreenTech Inc. by SolarPower Corporation that are under scrutiny by regulatory bodies, such as the Federal Trade Commission and the European Commission, and categorize them into groups like financial, operational, and competitive risks? How do these risks impact the deal's closure and the future of both companies?\",\n", + " \"How many concessions, such as divesting certain business units or assets, do you think SolarPower and GreenTech may need to make to alleviate concerns about reduced competition and secure approval from regulatory bodies? Can you provide examples of such concessions and their potential impact on the companies' operations and market position?\",\n", + " 'Considering the regulatory scrutiny of the acquisition, can you count and list the number of regulatory bodies and stakeholders involved in the review process, including the Federal Trade Commission, the European Commission, and others? How do their reviews and approvals impact the timeline and success of the acquisition deal?',\n", + " \"How does SolarPower plan to maintain GreenTech's innovative culture, and what specific commitments have been made regarding the research and development (R&D) center and existing employment contracts?\",\n", + " 'Assuming that the merger is approved by regulatory bodies, what steps can SolarPower and GreenTech take to ensure that the operational synergies are realized in a way that is consistent with the broader EU policies on market fairness and consumer protection, and how can they demonstrate compliance with these policies to stakeholders and regulatory authorities?',\n", + " 'Can you identify and group the different types of operational synergies mentioned in the passage that are expected to result from the merger between SolarPower and GreenTech, such as cost reductions and revenue increases, and explain how they will be achieved?',\n", + " \"How can SolarPower Corporation ensure that the preservation of GreenTech's innovative culture, as promised by maintaining its R&D center as an independent entity, is actually implemented and sustained over time, especially considering the potential risks of cultural assimilation and talent loss post-merger?\",\n", + " \"Given the regulatory scrutiny and potential antitrust concerns surrounding the acquisition, what specific measures can SolarPower and GreenTech take to address the concerns of the FTC and the European Commission, while also ensuring that the merger's operational synergies and innovation goals are not compromised?\",\n", + " \"What are the potential implications of the merger on the broader renewable energy sector, particularly in terms of market competition and innovation, and how can SolarPower and GreenTech mitigate any negative effects while still achieving their strategic objectives and preserving GreenTech's innovative culture?\",\n", + " \"Considering the potential antitrust concerns raised by the FTC, how do you think SolarPower can balance the need to preserve GreenTech's innovative culture with the regulatory requirements aimed at preventing monopolies in the renewable energy storage market?\",\n", + " \"The merger agreement includes a commitment to maintain GreenTech's R&D center as an independent entity. What specific measures do you think SolarPower should take to ensure that this independence is preserved in practice, and that the R&D center continues to drive innovation in the combined entity?\",\n", + " \"Given the detailed representations and warranties, as well as the covenants restricting GreenTech's actions prior to the deal's closure, what steps can SolarPower take to ensure that these measures do not inadvertently stifle GreenTech's innovative culture, and that the combined entity is able to leverage the full potential of GreenTech's R&D capabilities?\",\n", + " \"How does the merger agreement between SolarPower and GreenTech address the issue of preserving the value of GreenTech's research and development center, and what provisions are in place to ensure its continued operation as an independent entity?\",\n", + " 'What is the main concern of the European Commission regarding the merger between SolarPower Corporation and GreenTech Inc., as mentioned in the passage?',\n", + " 'According to the passage, what specific measures may SolarPower and GreenTech need to take to secure approval from the European Commission and address concerns about reduced competition?',\n", + " 'What broader EU policies, apart from competition, does the merger need to align with to ensure compliance with the EU Merger Regulation, as stated in the passage?',\n", + " \"Considering the EU Merger Regulation's emphasis on market fairness and consumer protection, how might SolarPower and GreenTech need to adapt their business strategies to ensure compliance, beyond simply addressing competitive effects? Can you provide examples of potential adaptations they might need to make?\",\n", + " \"Given the European Commission's review process involves assessing the merger's impact on the EU market, what specific market analyses and competitive impact assessments would you recommend SolarPower and GreenTech conduct to demonstrate the merger's benefits and alleviate concerns about reduced competition? How might these analyses inform potential concessions they may need to make?\",\n", + " \"The passage mentions that SolarPower has committed to maintaining GreenTech's R&D center as an independent entity to preserve its innovative culture. How might this commitment be viewed by the European Commission in the context of ensuring compliance with EU regulations, particularly with regards to promoting innovation and competition in the renewable energy sector? Might this commitment be seen as a positive factor in the merger review process, and if so, why?\",\n", + " \"Can you enumerate the specific EU regulations that SolarPower and GreenTech need to comply with in order to secure approval for the merger, and how do these regulations impact the companies' operations and strategies? Please provide at least 3 examples of such regulations and their implications on the merger process\",\n", + " \"How many concessions, such as divesting business units or assets, do you think SolarPower and GreenTech will need to make to alleviate EU concerns about reduced competition, and what will be the impact on the companies' operations and revenue?\",\n", + " \"Can you group the different stakeholders involved in the EU review process for the merger, such as the European Commission, regulatory bodies, and consumers, and describe their respective interests and concerns about the merger? How do these stakeholders' interests and concerns intersect and impact the companies' compliance with EU regulations, and what are the potential consequences of non-compliance for each stakeholder group\",\n", + " \"Don't you think that the proposed acquisition of GreenTech Inc. by SolarPower Corporation is likely to face significant regulatory hurdles in the EU, given the European Commission's concerns about competition and market dominance, and how do you propose the companies address these concerns to ensure compliance with EU regulations?\",\n", + " \"Considering the potential antitrust concerns raised by the FTC and the European Commission's review of the merger, do you believe that SolarPower and GreenTech have taken sufficient steps to mitigate the risks of non-compliance with EU regulations, and what additional measures would you recommend to ensure a smooth approval process?\",\n", + " \"In light of the EU's broader policies on market fairness and consumer protection, don't you think that the merger agreement between SolarPower and GreenTech should include more specific provisions to address potential concerns about reduced competition, and how do you propose the companies balance their business interests with the need to comply with EU regulations and promote market fairness?\",\n", + " 'What measures have been included in the merger agreement to mitigate financial risks for GreenTech in the event that the deal falls through due to regulatory approval issues?',\n", + " 'What is the purpose of the comprehensive due diligence process outlined in the agreement, and what aspects of GreenTech’s assets and liabilities are being assessed as part of this process?',\n", + " 'Considering the potential antitrust concerns and the regulatory scrutiny from both the FTC and the European Commission, what additional measures could SolarPower and GreenTech take to mitigate the financial risks associated with the merger not being approved, beyond the $150 million breakup fee and the indemnification process outlined in the agreement?',\n", + " \"In light of the comprehensive due diligence process, including environmental assessments and audits of GreenTech’s intellectual property portfolio, what specific financial risks would SolarPower face if the due diligence process reveals previously undisclosed liabilities or inaccuracies in GreenTech's financial statements, and how might these risks be mitigated through the representations, warranties, and indemnification provisions in the merger agreement?\",\n", + " 'Considering the potential antitrust concerns raised by the FTC, how do you think the $150 million breakup fee mitigates financial risks for GreenTech, and what implications might this have on the negotiation dynamics between SolarPower and GreenTech?',\n", + " 'The agreement includes detailed representations and warranties, as well as a thorough indemnification process. Can you walk us through a scenario where these provisions might be triggered, and how they would protect both parties against potential breaches?',\n", + " \"Given the comprehensive due diligence process outlined in the agreement, including environmental assessments and audits of GreenTech's intellectual property portfolio, what specific financial risks do you think SolarPower is trying to mitigate, and how might these efforts impact the overall valuation of the deal?\",\n", + " 'Can you enumerate at least three types of financial risks that are being mitigated in the proposed acquisition of GreenTech Inc. by SolarPower Corporation, and how are they being addressed in the merger agreement? For example, what measures are in place to mitigate the risk of the deal falling through, and how are potential breaches of representations and warranties being protected against? Additionally, what steps are being taken to preserve the value of GreenTech and ensure a smooth transition post-merger? Please provide specific examples from the passage to support your answer. Furthermore, are there any other types of financial risks that you think should be considered in this acquisition, and how would you propose mitigating them?',\n", + " \"How many different regulatory bodies are involved in reviewing the proposed acquisition, and what specific concerns are they trying to address? For instance, what is the FTC's main concern, and how is the European Commission's review process different from the FTC's? What types of concessions might SolarPower and GreenTech need to make to secure approval from these regulatory bodies, and how might these concessions impact the financial risks associated with the acquisition? Please provide examples from the passage to support your answer, and discuss any potential implications for the companies involved. Are there any other regulatory bodies that you think should be involved in reviewing this acquisition, and why?\",\n", + " 'Can you identify at least two ways in which the proposed acquisition is structured to minimize potential financial losses for both parties? For example, what is the purpose of the $150 million breakup fee, and how does it mitigate financial risks for GreenTech? Additionally, what role do the covenants and representations and warranties play in protecting both parties against potential financial losses? Are there any other structural elements of the acquisition that you think are particularly effective in minimizing financial risks, and why? Please provide specific examples from the passage to support your answer, and discuss any potential implications for the companies involved. Are there any other ways in which the acquisition could be structured to further minimize financial risks, and what might be the benefits and drawbacks of these approaches?',\n", + " \"Given the comprehensive due diligence process outlined in the agreement, including environmental assessments and audits of GreenTech's intellectual property portfolio, what specific steps would you take to ensure that all assets and liabilities are accurately accounted for, and what potential risks or liabilities might be overlooked in this process?\",\n", + " \"In light of the European Commission's review of the merger, how would you approach the submission of detailed filings, including market analyses and competitive impact assessments, to demonstrate that the merger aligns with EU policies on market fairness and consumer protection, and what concessions might SolarPower and GreenTech need to make to secure approval?\",\n", + " 'How many different regulatory bodies are involved in reviewing the proposed acquisition of GreenTech Inc. by SolarPower Corporation, and what are the key concerns that each of these bodies is addressing in their evaluation of the merger?',\n", + " 'Considering the potential antitrust concerns raised by the FTC, what specific steps would you recommend SolarPower take as part of its due diligence process to address these concerns and ensure regulatory approval for the merger, especially in relation to maintaining competition in the renewable energy storage market?',\n", + " \"Given the comprehensive due diligence process outlined in the agreement, including environmental assessments and audits of GreenTech's intellectual property portfolio, how would you assess the potential risks associated with GreenTech's assets and liabilities, and what strategies would you propose to mitigate these risks and ensure a smooth transition post-merger?\",\n", + " \"In light of the European Commission's review of the merger and the requirement for detailed filings, including market analyses and competitive impact assessments, what approach would you take to demonstrate that the merger aligns with broader EU policies on market fairness and consumer protection, and what concessions, if any, would you consider making to alleviate concerns about reduced competition in the EU market?\",\n", + " \"How do the covenants restricting GreenTech's actions prior to the deal's closure, such as incurring new debt or issuing additional shares, collectively preserve the value of GreenTech and ensure a smooth transition post-merger? Can you count the number of specific restrictions mentioned in the agreement and explain their individual significance in the context of the merger?\",\n", + " 'Can you group the various regulatory reviews and approvals required for the merger, such as those from the FTC and the European Commission, and outline the comprehensive documentation and filings required for each? How do these reviews collectively ensure compliance with applicable laws and regulations, and what concessions might SolarPower and GreenTech need to make to secure approval from these regulatory bodies?',\n", + " \"What concessions might SolarPower and GreenTech need to make to alleviate concerns about reduced competition and secure approval from the European Commission, and how might these concessions impact the companies' business operations and market position in the EU?\",\n", + " 'According to the passage, what specific concerns have been raised by regulatory bodies, such as the FTC, regarding the potential impact of the merger on competition and market dominance, and how might concessions address these concerns?',\n", + " \"What role do covenants play in the merger agreement, particularly in relation to GreenTech's business operations and financial decisions, and how might these covenants influence the need for concessions to secure regulatory approval?\",\n", + " \"Given the European Commission's review process, what concessions, such as divesting certain business units or assets, might SolarPower and GreenTech need to make to secure approval, and how could these concessions affect the operational synergies and financial projections outlined in the merger agreement?\",\n", + " \"What role might the maintenance of GreenTech's R&D center as an independent entity play in addressing regulatory concerns about the merger's impact on innovation and competition, and how might this concession influence the European Commission's assessment of the merger's alignment with broader EU policies on market fairness and consumer protection?\",\n", + " 'Can you enumerate the potential concessions that SolarPower and GreenTech may need to make to secure regulatory approval from the European Commission, such as divesting business units or assets, and how might these concessions impact the overall value of the merger?',\n", + " 'What are the total number of representations, warranties, covenants, and indemnifications outlined in the merger agreement, and how do these provisions collectively mitigate the risks associated with the transaction for both SolarPower and GreenTech?',\n", + " \"What measures has SolarPower committed to in order to address concerns about potential layoffs and preserve GreenTech's innovative culture, including the maintenance of GreenTech's R&D center and the honoring of existing employment contracts?\",\n", + " 'Given the comprehensive due diligence process outlined in the agreement, what specific risks or liabilities do you think SolarPower and GreenTech are trying to mitigate through this process, and how might these efforts impact the overall success of the merger?',\n", + " \"Given the European Commission's review process and the requirement for concessions to alleviate concerns about reduced competition, what specific divestitures or asset sales do you think SolarPower and GreenTech might need to make in order to secure approval for the merger, and how might these concessions impact the overall value of the deal?\",\n", + " 'Can you aggregate the potential benefits of the SolarPower and GreenTech merger, including the reduction in production costs and increase in revenue, and explain how these benefits will be achieved through operational synergies? Additionally, are there any potential drawbacks or challenges that may arise from this merger, and how will they be addressed?',\n", + " 'How many regulatory bodies are involved in scrutinizing the acquisition, and what are the specific concerns raised by each of them? Can you also outline the steps being taken by SolarPower and GreenTech to address these concerns and ensure compliance with applicable laws and regulations?',\n", + " 'What are the various components of the merger agreement, such as representations and warranties, indemnification process, covenants, and due diligence process, and how do they collectively contribute to mitigating risks and ensuring a smooth transition post-merger? Are there any specific provisions or clauses that you think are particularly important or noteworthy in this context?',\n", + " \"What is the expected reduction in production costs and increase in revenue over the next two years as a result of the operational synergies between GreenTech and SolarPower Corporation after the acquisition, and how does this relate to GreenTech's cutting-edge battery technology?\",\n", + " \"What is the purpose of the covenants agreed upon by SolarPower and GreenTech that restrict GreenTech from incurring new debt, issuing additional shares, or significantly altering business operations without SolarPower's consent prior to the deal's closure, and how do these covenants relate to preserving the value of GreenTech and its cutting-edge battery technology assets during the acquisition process?\",\n", + " \"How might the acquisition of GreenTech by SolarPower Corporation impact the overall competitiveness of the renewable energy storage market, considering the potential for monopolistic practices and the stifling of innovation, despite the commitment to maintaining GreenTech's R&D center as an independent entity?\",\n", + " \"Given the comprehensive due diligence process outlined in the merger agreement, including environmental assessments and audits of GreenTech's intellectual property portfolio, what specific risks or liabilities might SolarPower be trying to mitigate, and how might these efforts affect the valuation of GreenTech's cutting-edge battery technology?\",\n", + " \"In light of the regulatory scrutiny from both the FTC and the European Commission, what concessions or adjustments might SolarPower and GreenTech need to make to secure approval for the merger, and how might these concessions impact the operational synergies and anticipated benefits of combining GreenTech's battery technology with SolarPower's solar panel manufacturing and distribution network?\",\n", + " \"How many regulatory bodies are involved in reviewing the merger, and can you group the concerns raised by each body, such as the Federal Trade Commission's concerns about potential antitrust issues and the European Commission's evaluation of the merger's impact on the EU market?\",\n", + " \"Can you count the number of measures taken by SolarPower to mitigate risks and ensure a smooth transition post-merger, such as the $150 million breakup fee, honoring existing employment contracts, and restricting GreenTech from incurring new debt or altering business operations without SolarPower's consent, and explain the significance of each measure in the context of the merger agreement?\",\n", + " \"Don't you think that the acquisition of GreenTech Inc. by SolarPower Corporation, which is valued at $3 billion, is a bit overpriced considering the potential antitrust concerns and regulatory hurdles that the deal is facing? How do you justify the valuation of GreenTech's cutting-edge battery technology in this context?\",\n", + " \"How do you perceive the sentiment of GreenTech's employees and stakeholders regarding the acquisition, especially considering that SolarPower has committed to maintaining GreenTech's R&D center and honoring all existing employment contracts? Do you think this move will alleviate concerns about potential layoffs and cultural changes within the organization?\",\n", + " \"Don't you think that the merger agreement's inclusion of a $150 million breakup fee, payable to GreenTech if SolarPower fails to secure regulatory approvals, is an admission of the high risks associated with this deal? How do you assess the risks and benefits of this acquisition, and what are the potential implications for GreenTech's cutting-edge battery technology if the deal falls through?\",\n", + " 'Considering the potential antitrust concerns raised by the FTC, how do you think SolarPower can balance its goal of achieving operational synergies with the need to maintain a competitive market in the renewable energy storage sector, and what specific steps can the company take to address these concerns without compromising its expansion plans?',\n", + " 'Given the comprehensive due diligence process outlined in the agreement, what are some potential risks or liabilities that SolarPower may still face post-merger, and how can the company mitigate these risks to ensure a smooth transition and maximize the value of the acquisition?',\n", + " \"Can you count and list the specific measures that SolarPower and GreenTech have agreed to take in order to mitigate risks and ensure a smooth transition post-merger, such as the breakup fee, employment contracts, and covenants restricting GreenTech's business operations? How do these measures contribute to the overall success of the merger, and what are the potential consequences if these measures are not implemented effectively?\",\n", + " \"Don't you think that SolarPower's acquisition of GreenTech Inc. is a strategic move to monopolize the renewable energy storage market, potentially stifling competition and innovation, despite the promised operational synergies and benefits to both companies?\",\n", + " \"How do you perceive the regulatory scrutiny from the Federal Trade Commission (FTC) and the European Commission impacting the merger's success, considering the potential antitrust concerns and the need for concessions to alleviate reduced competition?\",\n", + " \"In your opinion, does SolarPower's commitment to maintaining GreenTech's R&D center as an independent entity and honoring existing employment contracts genuinely alleviate concerns about potential layoffs and cultural disruptions, or is it merely a strategic move to secure regulatory approvals and avoid financial risks?\",\n", + " 'What concessions might SolarPower and GreenTech need to make to alleviate concerns about reduced competition and secure approval from regulatory bodies such as the European Commission, and what is the purpose of the $150 million breakup fee included in the merger agreement?',\n", + " \"How do you think the preservation of GreenTech's R&D center as an independent entity, as well as the honoring of existing employment contracts, will impact the innovation culture and competitiveness of the combined entity, and what role might these factors play in addressing regulatory concerns about the potential stifling of competition and innovation in the renewable energy sector?\",\n", + " 'How do the covenants and representations outlined in the merger agreement address potential risks and ensure a smooth transition post-merger, and what implications might these have for the future operations of GreenTech and SolarPower?',\n", + " \"What specific measures has SolarPower committed to in order to address concerns about preserving GreenTech's innovative culture and employment contracts, and what financial protection has been included in the merger agreement for GreenTech in case the deal fails to secure regulatory approvals?\",\n", + " 'Can you enumerate the potential risks associated with the merger that could impact the EU market, such as reduced competition, market dominance, and stifling innovation, and how do you think the European Commission will address these concerns through the review process?',\n", + " \"Considering the merger's potential to create a monopoly in the renewable energy storage market, can you group the stakeholders who will be impacted by this merger, such as consumers, competitors, and employees, and how will their interests be protected or affected by the EU's review and approval process?\",\n", + " \"How might the merger's potential impact on the EU market, particularly in terms of competition and market dominance, be mitigated by the agreement's provisions, such as the maintenance of GreenTech's R&D center as an independent entity and the restrictions on GreenTech's business operations prior to the deal's closure?\",\n", + " 'generated_questions',\n", + " \"What is the expected outcome of combining GreenTech's battery technology with SolarPower's solar panel manufacturing and distribution network in terms of production costs and revenue over the next two years?\",\n", + " \"What is the purpose of the covenants agreed upon by SolarPower and GreenTech, and what specific restrictions do they impose on GreenTech's business operations prior to the deal's closure?\",\n", + " \"Given the agreement to maintain GreenTech's R&D center as an independent entity, what strategies can be employed to ensure effective collaboration and knowledge-sharing between GreenTech's scientists and engineers and SolarPower's manufacturing and distribution teams, while preserving GreenTech's innovative culture and autonomy?\",\n", + " \"In light of the European Commission's review of the merger and potential requirements for concessions, such as divesting certain business units or assets, how might GreenTech's R&D roadmap and priorities need to adapt to address concerns about reduced competition and market dominance, while still achieving the anticipated operational synergies and growth targets set out in the merger agreement?\",\n", + " 'Can you aggregate the potential benefits of the merger between GreenTech and SolarPower, such as reduction in production costs and increase in revenue, and explain how these benefits will be realized in the next two years? For instance, what specific steps will be taken to achieve the 20% reduction in production costs and 15% increase in revenue, and how will these steps be measured and tracked? Additionally, what are the key performance indicators (KPIs) that will be used to evaluate the success of the merger, and how will they be aggregated and reported to stakeholders?',\n", + " \"How many regulatory bodies are involved in reviewing the merger, and what are the specific concerns of each body? For example, the FTC has expressed concerns about potential antitrust issues, while the European Commission is reviewing the merger's impact on the EU market. Can you group these concerns into categories, such as competition, market dominance, and consumer protection, and explain how SolarPower and GreenTech plan to address each category of concerns? Furthermore, what concessions, such as divesting certain business units or assets, may need to be made to alleviate these concerns, and how will these concessions be aggregated and evaluated?\",\n", + " \"Can you count and categorize the different types of commitments and agreements made by SolarPower to GreenTech as part of the merger, such as maintaining GreenTech's R&D center as an independent entity, honoring existing employment contracts, and paying a $150 million breakup fee if the deal falls through? How will these commitments be tracked and enforced, and what are the consequences of failing to meet these commitments? Additionally, can you aggregate the potential risks associated with these commitments, such as the financial risks of paying the breakup fee, and explain how these risks will be mitigated and managed by both parties?\",\n", + " \"Given the comprehensive due diligence process outlined in the agreement, what specific areas of GreenTech's R&D do you think SolarPower should focus on to ensure a smooth transition and maximize operational synergies, and how can they balance this with the need to preserve GreenTech's innovative culture and independence?\",\n", + " 'How does the inclusion of the $150 million breakup fee in the merger agreement mitigate financial risks for GreenTech in the event that the deal falls through due to regulatory issues?',\n", + " \"Considering the $150 million breakup fee is payable to GreenTech if SolarPower fails to secure regulatory approvals, how might this fee structure impact SolarPower's negotiation strategy with regulatory bodies, and what are the potential implications for the merger's success?\",\n", + " \"Given the merger's potential to create a monopoly in the renewable energy storage market, as indicated by the FTC, how does the $150 million breakup fee mitigate or exacerbate concerns about reduced competition, and what role might it play in the European Commission's review process?\",\n", + " \"In the event that SolarPower is required to make concessions, such as divesting certain business units or assets, to alleviate concerns about reduced competition, how might the $150 million breakup fee influence SolarPower's decision-making regarding which concessions to make, and what are the potential implications for GreenTech's valuation and the merger's overall structure?\",\n", + " \"Can you aggregate the potential risks associated with the merger that are mitigated by the $150 million breakup fee, and how do these risks impact the financial stability of GreenTech in the event of the deal falling through? Consider the context of regulatory approvals, financial risks, and the importance of maintaining GreenTech's innovative culture and employment contracts\",\n", + " 'How many concessions, such as divesting business units or assets, might SolarPower and GreenTech need to make to alleviate concerns about reduced competition and secure regulatory approvals, considering the breakup fee as a potential financial burden? Please provide examples from the passage to support your answer',\n", + " 'Can you count the number of regulatory bodies involved in reviewing the merger, including the FTC and the European Commission, and explain how the $150 million breakup fee is related to the regulatory approval process? Additionally, how do the representations, warranties, and covenants in the merger agreement contribute to the overall regulatory compliance strategy of SolarPower and GreenTech',\n", + " \"What are the potential antitrust concerns raised by the Federal Trade Commission (FTC) regarding the acquisition of GreenTech Inc. by SolarPower Corporation, and how might this impact the deal's approval?\",\n", + " 'What specific measures have SolarPower and GreenTech agreed to in the merger agreement to mitigate financial risks and ensure a smooth transition post-merger, such as covenants and indemnification processes, and how do these measures address potential regulatory hurdles ahead?',\n", + " 'Considering the potential antitrust concerns raised by the FTC, what specific concessions or divestitures could SolarPower and GreenTech offer to alleviate concerns about reduced competition and secure regulatory approval, while still achieving the desired operational synergies and revenue growth?',\n", + " \"Given the European Commission's review process, how might the merger's impact on the EU market be assessed differently than its impact on the US market, and what implications might this have for the companies' global operations and competitiveness?\",\n", + " \"In the event that the merger is approved, what mechanisms or safeguards could be put in place to ensure that SolarPower adheres to its commitment to maintain GreenTech's R&D center as an independent entity, and what potential consequences might arise if this commitment is not upheld, particularly with regards to innovation and competition in the renewable energy sector?\",\n", + " 'How might the detailed representations and warranties, as well as the indemnification process outlined in the merger agreement, protect both parties against potential breaches and ensure compliance with applicable laws, particularly in light of the intense regulatory scrutiny surrounding the transaction?',\n", + " 'Can you enumerate the potential regulatory hurdles that SolarPower Corporation and GreenTech Inc. may face in the proposed acquisition, and group them into categories such as antitrust concerns, employment contracts, and environmental assessments? How many hurdles are there in each category?',\n", + " 'How many different regulatory bodies are involved in reviewing the proposed acquisition, and what are the specific concerns or requirements that each body is addressing? Can you aggregate the concerns into a list and count the number of concerns for each regulatory body?',\n", + " 'What are the various concessions or commitments that SolarPower Corporation and GreenTech Inc. may need to make to secure regulatory approvals, such as divesting business units or maintaining R&D centers? Can you collect and count the number of concessions mentioned in the passage, and group them by type or regulatory body?']" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "deduped_raw_questions" + ] + }, + { + "cell_type": "markdown", + "id": "ae0a12ae", + "metadata": {}, + "source": [ + "### Relevance Filter" + ] + }, + { + "cell_type": "markdown", + "id": "a02c5725", + "metadata": {}, + "source": [ + "Second, we need to ensure that the generated questions are at least partially answerable by the chunk. We setup an LLM as a judge to analyze all the questions and filter per our given criteria." + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "673f381a", + "metadata": {}, + "outputs": [], + "source": [ + "relevance_filter = Relevance_Filter()" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "0d97b362", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Processed Question: Given the European Commission's review of the merger and the requirement for compliance with the EU Merger Regulation, how do you think the merger will affect the EU market, particularly with regards to competition and market dominance, and what steps might SolarPower and GreenTech need to take to ensure approval and compliance with EU policies on market fairness and consumer protection?\n", + "Processed Question: Considering the potential antitrust concerns raised by the FTC, what specific concessions could SolarPower and GreenTech offer to alleviate concerns about reduced competition in the renewable energy storage market, and how might these concessions impact the overall value of the merger?\n", + "Processed Question: What is the value of the proposed acquisition of GreenTech Inc. by SolarPower Corporation, and what are the expected operational synergies from the deal in terms of cost reduction and revenue increase over the next two years?\n", + "Processed Question: What are at least two concessions that SolarPower and GreenTech may need to make to alleviate concerns about reduced competition and secure approval from regulatory bodies such as the European Commission? Furthermore, can you identify the specific EU policies on market fairness and consumer protection that the merger must align with, in addition to addressing competitive effects? In your response, please aggregate these concessions and policy alignments to highlight the challenges of ensuring compliance with the EU Merger Regulation\n", + "Processed Question: What specific concerns have been raised by the Federal Trade Commission (FTC) regarding the potential impact of the merger on the renewable energy storage market, and how might these concerns affect the deal's approval?\n", + "Processed Question: Assuming the merger is approved, how might the integration of GreenTech's battery technology with SolarPower's solar panel manufacturing and distribution network affect the broader renewable energy market trends, particularly in terms of pricing, innovation, and adoption rates, over the next two years and beyond?\n", + "Processed Question: Given the comprehensive due diligence process outlined in the agreement, what are some potential risks or liabilities that SolarPower and GreenTech might uncover during the environmental assessments and audits of GreenTech's intellectual property portfolio, and how might these findings affect the valuation of the deal or the terms of the merger agreement?\n", + "Processed Question: What are some of the key covenants agreed upon by SolarPower and GreenTech to preserve the value of GreenTech and ensure a smooth transition post-merger, and how do these covenants restrict GreenTech's actions prior to the deal's closure?\n", + "Processed Question: How many different types of assessments and audits are included in the comprehensive due diligence process outlined in the merger agreement between SolarPower and GreenTech? Specifically, can you identify the various components of this process, such as environmental assessments and intellectual property portfolio audits, and explain how they contribute to ensuring that all assets and liabilities are accurately accounted for before the transaction is finalized? In your answer, please aggregate these components to demonstrate the thoroughness of the due diligence process\n", + "Processed Question: Can you name at least three regulatory bodies that are involved in scrutinizing the acquisition of GreenTech Inc. by SolarPower Corporation, and what are their primary concerns regarding this transaction? Additionally, how many scientists and engineers are employed at GreenTech's R&D center that SolarPower has committed to maintaining as an independent entity? Finally, what is the total value of the breakup fee that SolarPower will have to pay to GreenTech if it fails to secure regulatory approvals? Please provide a comprehensive answer aggregating these data points to illustrate the complexity of this acquisition process\n", + "Processed Question: Considering the potential antitrust concerns raised by the FTC, how do you think the merger between SolarPower and GreenTech could be structured to alleviate worries about creating a monopoly in the renewable energy storage market, while still achieving the desired operational synergies and cost reductions?\n", + "Processed Question: What are the primary concerns of the Federal Trade Commission (FTC) regarding the proposed acquisition of GreenTech Inc. by SolarPower Corporation, and how might these concerns impact the renewable energy storage market?\n", + "Processed Question: In light of the European Commission's review of the merger, what concessions or adjustments do you think SolarPower and GreenTech may need to make to alleviate concerns about reduced competition, and how might these concessions impact GreenTech's R&D priorities and direction in the future?\n", + "Processed Question: What is the role of the European Commission in reviewing the merger, what specific aspects of the EU market are being assessed, and what concessions might SolarPower and GreenTech need to make to alleviate concerns about reduced competition and ensure compliance with the EU Merger Regulation?\n", + "Processed Question: How do you think the agreement's provisions, such as the maintenance of GreenTech's R&D center as an independent entity and the restrictions on GreenTech's business operations, will affect the companies' ability to achieve the anticipated benefits of the merger, while also addressing regulatory concerns and ensuring compliance with applicable laws and regulations?\n", + "Processed Question: Given the European Commission's review process, what concessions do you think SolarPower and GreenTech might need to make to secure approval, and how could these concessions impact the overall value and strategic rationale of the merger?\n", + "Processed Question: Considering the potential antitrust concerns raised by the FTC, how do you think the operational synergies expected from the merger can be balanced with the need to maintain competition in the renewable energy storage market, and what specific measures can SolarPower and GreenTech take to address these concerns while still achieving their strategic objectives?\n", + "Processed Question: What measures has SolarPower committed to taking in order to address concerns about the potential impact of the merger on GreenTech's research and development (R&D) center and its employees?\n", + "Processed Question: How do you assess the effectiveness of the covenants and representations and warranties outlined in the merger agreement in mitigating risks and ensuring a smooth transition post-merger, and what are the potential implications for both parties if these provisions are breached or if the deal ultimately falls through due to regulatory hurdles?\n", + "Processed Question: Can you aggregate the potential benefits of the merger, such as the 20% reduction in production costs and the 15% increase in revenue, and weigh them against the potential antitrust concerns raised by regulatory bodies, such as the FTC and the European Commission? How do you think these benefits and concerns will be balanced in the regulatory review process?\n", + "Processed Question: Can you count the number of specific commitments and concessions made by SolarPower to alleviate concerns about the merger, such as maintaining GreenTech's R&D center, honoring employment contracts, and potentially divesting certain business units or assets? How do these commitments and concessions impact the overall structure and potential success of the deal?\n", + "Processed Question: How many different regulatory bodies are involved in reviewing the merger, and what are the specific concerns and requirements of each body? For example, the FTC is concerned about potential monopolies, while the European Commission is reviewing the merger's impact on the EU market. Can you walk me through the different regulatory hurdles that SolarPower and GreenTech need to clear?\n", + "Processed Question: Don't you think that the intense regulatory scrutiny from bodies like the FTC and the European Commission could potentially jeopardize the entire acquisition deal between SolarPower Corporation and GreenTech Inc., and what would be the consequences for both companies if the deal falls through?\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Processed Question: Considering the potential antitrust concerns raised by the FTC, how might the merger's operational synergies, such as the 20% reduction in production costs and 15% increase in revenue, be impacted if SolarPower is required to divest certain business units or assets to alleviate competition concerns, and what implications might this have for the overall value of the deal?\n", + "Processed Question: Considering the potential antitrust concerns and the possibility of creating a monopoly in the renewable energy storage market, do you believe that the benefits of the acquisition, such as the 20% reduction in production costs and the 15% increase in revenue, outweigh the risks of stifling competition and innovation?\n", + "Processed Question: Given the commitment to maintain GreenTech's R&D center as an independent entity, how can SolarPower ensure that the operational synergies resulting from the merger are effectively integrated and aligned with the innovative culture of GreenTech, and what are the potential risks or challenges that may arise from this approach?\n", + "Processed Question: What measures has SolarPower committed to in order to preserve GreenTech's innovative culture and alleviate concerns about potential layoffs?\n", + "Processed Question: Given the intense scrutiny from regulatory bodies, including the FTC and the European Commission, what concessions might SolarPower and GreenTech need to make to alleviate concerns about reduced competition and secure approval for the merger?\n", + "Processed Question: Considering the proposed acquisition of GreenTech Inc. by SolarPower Corporation, what are the key operational synergies that are expected to result from this merger, and how might they impact the companies' production costs and revenue over the next two years? Can you elaborate on the specific drivers behind these anticipated synergies and their potential implications for the companies' competitiveness in the renewable energy sector?\n", + "Processed Question: In light of the European Commission's review of the merger, what economic justifications might SolarPower and GreenTech present to argue that the merger will not lead to reduced competition or market dominance in the EU market, and how might these justifications be supported by market analyses and competitive impact assessments, particularly with regard to the renewable energy storage market and potential barriers to entry for new competitors?\n", + "Processed Question: Can you aggregate the potential benefits of the merger between GreenTech and SolarPower, such as reduction in production costs and increase in revenue, and explain how these benefits will be achieved through the integration of GreenTech's cutting-edge battery technology with SolarPower's solar panel manufacturing and distribution network?\n", + "Processed Question: How many regulatory bodies are involved in reviewing the merger, and what are the specific concerns or issues that each of them is addressing, such as antitrust concerns or market dominance, and how are SolarPower and GreenTech addressing these concerns?\n", + "Processed Question: The merger agreement includes a comprehensive due diligence process, representations and warranties, and covenants to ensure a smooth transition post-merger. Can you walk us through the key components of this due diligence process and how they will help mitigate risks associated with the merger? Additionally, how do the representations and warranties, as well as the covenants, contribute to preserving the value of GreenTech and protecting both parties against potential breaches or unforeseen liabilities?\n", + "Processed Question: What are the various concessions that SolarPower and GreenTech may need to make to alleviate concerns about reduced competition, and how many business units or assets might need to be divested in order to secure approval from the European Commission and the FTC?\n", + "Processed Question: Given the potential antitrust concerns raised by the Federal Trade Commission (FTC) and the European Commission's review of the merger, what measures can SolarPower Corporation and GreenTech Inc. take to demonstrate that the acquisition will not stifle competition and innovation in the renewable energy storage market, and how might these measures affect the companies' operational synergies and overall competitiveness?\n", + "Processed Question: Considering the proposed acquisition of GreenTech Inc. by SolarPower Corporation, how might the European Commission's review of the merger influence the companies' decisions regarding concessions, such as divesting business units or assets, to address concerns about reduced competition in the EU market? Can you provide examples of potential concessions and their impact on the market?\n", + "Processed Question: Considering the potential antitrust concerns raised by the FTC, what specific measures can SolarPower and GreenTech take to alleviate concerns about reduced competition in the renewable energy storage market, and how might these measures impact the overall structure and benefits of the proposed acquisition?\n", + "Processed Question: In light of SolarPower's commitment to maintaining GreenTech's R&D center as an independent entity and honoring existing employment contracts, how might these decisions influence the assessment of the merger's competitive impact, and what role might these factors play in the European Commission's evaluation of the merger's compliance with EU market competition regulations and policies on market fairness and consumer protection?\n", + "Processed Question: Considering the proposed acquisition of GreenTech Inc. by SolarPower Corporation, what are the potential implications for the EU market in terms of competition and market dominance, and how might the European Commission's review process address these concerns?\n", + "Processed Question: Can you aggregate the potential benefits of the merger, such as reduction in production costs and increase in revenue, and weigh them against the potential antitrust concerns raised by regulatory bodies, such as the FTC and the European Commission? How do these benefits and concerns impact the overall viability of the deal?\n", + "Processed Question: Don't you think that the proposed acquisition of GreenTech Inc. by SolarPower Corporation will lead to a monopoly in the renewable energy storage market, stifling competition and innovation, as indicated by the Federal Trade Commission (FTC)?\n", + "Processed Question: The European Commission is reviewing the merger to assess its impact on the EU market. Can you group the factors that the Commission will consider in its evaluation, such as market analyses, competitive impact assessments, and economic justifications for the merger? How do you think the companies can ensure compliance with the EU Merger Regulation and address concerns about reduced competition in the EU market, particularly in the renewable energy sector?\n", + "Processed Question: Considering the merger agreement includes a $150 million breakup fee and detailed representations and warranties, how do you assess the risks associated with the deal, particularly with regards to regulatory approvals and potential breaches of the agreement? Can you count the number of potential risks that SolarPower and GreenTech are trying to mitigate through this agreement?\n", + "Processed Question: How do you perceive the European Commission's review of the merger in terms of its impact on the EU market, particularly regarding competition and market dominance, and what concessions do you think SolarPower and GreenTech may need to make to secure approval?\n", + "Processed Question: What specific measures has SolarPower committed to in order to preserve GreenTech's innovative culture post-merger, and how will these measures be implemented in practice?\n", + "Processed Question: Considering the potential antitrust concerns and the need for regulatory approvals, do you believe that the merger agreement's $150 million breakup fee is sufficient to mitigate financial risks for GreenTech should the deal fall through, and what implications might this have for the companies involved?\n", + "Processed Question: What is the purpose of the comprehensive due diligence process outlined in the merger agreement, and what assessments and audits are included in this process to ensure the preservation of GreenTech's assets and liabilities?\n", + "Processed Question: Considering the potential antitrust concerns raised by the FTC, how do you think GreenTech's R&D center will maintain its innovative culture and independence under SolarPower's ownership, and what measures can be taken to ensure that the merger does not stifle competition and innovation in the renewable energy storage market?\n", + "Processed Question: Given the comprehensive due diligence process outlined in the agreement, what specific steps can SolarPower and GreenTech take to ensure that the intellectual property portfolio of GreenTech is accurately accounted for and protected during the merger, and how can they balance the need for thorough assessment with the need for a smooth transition post-merger?\n", + "Processed Question: What specific covenants have been agreed upon by SolarPower and GreenTech to preserve the value of GreenTech and ensure a smooth transition post-merger?\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Processed Question: In light of the European Commission's review of the merger, what concessions or divestitures do you think SolarPower and GreenTech may need to make to alleviate concerns about reduced competition, and how can they ensure that these concessions align with the broader EU policies on market fairness and consumer protection while still achieving the operational synergies and revenue growth anticipated from the merger?\n", + "Processed Question: How do the covenants restricting GreenTech from incurring new debt, issuing additional shares, or significantly altering business operations without SolarPower's consent, collectively preserve the value of GreenTech and ensure a smooth transition post-merger? Can you count the number of ways in which these covenants protect the interests of both parties and facilitate the integration of the two companies?\n", + "Processed Question: Don't you think that the proposed acquisition of GreenTech Inc. by SolarPower Corporation is likely to create a monopoly in the renewable energy storage market, stifling competition and innovation, despite the companies' efforts to address regulatory concerns? How do you respond to such concerns about market dominance and reduced competition in the industry?\n", + "Processed Question: Can you aggregate the potential risks associated with the acquisition of GreenTech Inc. by SolarPower Corporation, such as antitrust concerns, potential monopolies, and regulatory hurdles, and outline the mitigation strategies proposed by the companies, including the $150 million breakup fee and the preservation of GreenTech's R&D center as an independent entity? How do these strategies collectively address the concerns of regulatory bodies and ensure a smooth transition post-merger?\n", + "Processed Question: Considering the intense scrutiny from regulatory bodies, including the FTC and the European Commission, what are the potential risks and consequences if SolarPower fails to secure the necessary regulatory approvals, and how will the $150 million breakup fee mitigate these risks for GreenTech?\n", + "Processed Question: Can you group the different regulatory bodies involved in reviewing the merger, such as the Federal Trade Commission and the European Commission, and outline the specific concerns and requirements of each body? How do the companies' submissions, including market analyses and competitive impact assessments, collectively address these concerns and demonstrate compliance with applicable laws and regulations, such as the EU Merger Regulation? What concessions, such as divesting certain business units or assets, may be required to alleviate concerns about reduced competition and ensure approval of the merger?\n", + "Processed Question: Considering the $150 million breakup fee, how might SolarPower's negotiation strategy be influenced by the potential risks and costs associated with failing to secure regulatory approvals, and what implications could this have for the overall structure of the deal?\n", + "Processed Question: In light of the agreement's detailed representations and warranties, as well as the covenants restricting GreenTech's business operations prior to the deal's closure, do you believe that GreenTech's innovative culture and R&D capabilities will be preserved post-merger, or will they be compromised by the need to integrate with SolarPower's larger organization and address regulatory concerns?\n", + "Processed Question: Given the covenants restricting GreenTech from incurring new debt, issuing additional shares, or significantly altering business operations without SolarPower's consent, how might these restrictions impact GreenTech's ability to respond to market changes or unexpected financial needs prior to the deal's closure, and what financial risks might arise from these limitations?\n", + "Processed Question: What concessions might SolarPower and GreenTech need to make to alleviate concerns about reduced competition and secure approval from the European Commission, and how might this affect the merger's structure?\n", + "Processed Question: What is the amount of the breakup fee that SolarPower has agreed to pay to GreenTech if it fails to secure the necessary regulatory approvals for the acquisition, and what is the purpose of this fee?\n", + "Processed Question: What role do the covenants restricting GreenTech's business operations prior to the deal's closure play in preserving the value of GreenTech and ensuring a smooth transition post-merger, and how will these covenants be enforced in practice?\n", + "Processed Question: In light of the European Commission's review of the merger and potential requirements for concessions, such as divesting certain business units or assets, how might these concessions impact the Breakup Fee Mitigation strategy, and what considerations should SolarPower and GreenTech take into account when navigating these regulatory demands to minimize financial risks associated with a potential deal failure?\n", + "Processed Question: Considering the $150 million breakup fee, how do you think SolarPower's commitment to maintaining GreenTech's R&D center as an independent entity affects the mitigation of financial risks for GreenTech in the event of a failed acquisition, and what implications might this have on the regulatory approval process?\n", + "Processed Question: How does the comprehensive due diligence process outlined in the agreement, including environmental assessments and audits of GreenTech's intellectual property portfolio, contribute to mitigating risks associated with the breakup fee and ensuring the accuracy of representations and warranties made by both parties in the merger agreement?\n", + "Processed Question: Can you aggregate the total number of regulatory bodies involved in scrutinizing the acquisition of GreenTech Inc. by SolarPower Corporation and outline their specific concerns regarding the transaction? For instance, the FTC and European Commission are mentioned - are there any others involved, and what are their collective views on the potential antitrust implications of this deal? How do their concerns impact the mitigation of breakup fees in such transactions?\n", + "Processed Question: What is the total number of commitments made by SolarPower Corporation to mitigate potential risks and ensure a smooth transition post-merger, including maintaining GreenTech's R&D center, honoring employment contracts, and agreeing to covenants restricting GreenTech's actions prior to deal closure? How do these commitments collectively contribute to reducing the likelihood of the deal falling through and thereby mitigate the financial risks associated with breakup fees in such transactions?\n", + "Processed Question: Considering the proposed acquisition of GreenTech Inc., how many different types of risks can be identified that are being mitigated through the inclusion of a breakup fee, representations and warranties, and an indemnification process? Can you group these risks into categories, such as financial, operational, and regulatory, and discuss how each category is addressed through these mitigation strategies?\n", + "Processed Question: Don't you think that the $150 million breakup fee is a relatively small price to pay for SolarPower, considering the potential benefits of the acquisition, and does this fee adequately mitigate the financial risks for GreenTech in the event of regulatory approval failure?\n", + "Processed Question: Given the detailed representations and warranties, as well as the indemnification process outlined in the merger agreement, how do these contractual provisions contribute to Breakup Fee Mitigation, particularly in relation to protecting both parties against potential breaches and ensuring the accuracy of financial statements?\n", + "Processed Question: How do you perceive the sentiment of regulatory bodies, such as the FTC and the European Commission, towards the proposed acquisition, and do you believe that their concerns about antitrust and competition issues are justified?\n", + "Processed Question: In your opinion, are the covenants and restrictions imposed on GreenTech prior to the deal's closure, such as not incurring new debt or issuing additional shares, overly restrictive and do they unfairly limit GreenTech's ability to operate independently during this period, or are they necessary to preserve the value of the company and ensure a smooth transition post-merger?\n", + "Processed Question: Under what conditions would SolarPower be required to pay the $150 million breakup fee to GreenTech, as per the merger agreement?\n", + "Processed Question: Considering the potential antitrust concerns raised by the FTC, how do you think the due diligence process can be tailored to address these concerns and ensure compliance with regulatory requirements, particularly in relation to the preservation of competition and innovation in the renewable energy storage market?\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Processed Question: In light of the agreement's representations and warranties, as well as the indemnification process, how do you think the due diligence process can be designed to identify and assess potential risks and liabilities associated with GreenTech's intellectual property portfolio, and what steps can be taken to mitigate these risks and ensure that SolarPower is adequately protected in the event of a breach or unforeseen circumstance?\n", + "Processed Question: Given the complexities of the merger, including the need for regulatory approvals from both the FTC and the European Commission, what strategies would you employ to manage the due diligence process and ensure that all necessary steps are taken to mitigate risks and ensure a smooth transaction?\n", + "Processed Question: Considering the potential antitrust concerns raised by the FTC, what specific measures would you recommend as part of the due diligence process to assess the competitive impact of the merger and mitigate the risk of creating a monopoly in the renewable energy storage market?\n", + "Processed Question: Given the complexities of the EU Merger Regulation and the need to ensure compliance with broader EU policies on market fairness and consumer protection, how would you structure the due diligence process to identify potential areas of concern and ensure that the merger aligns with these policies?\n", + "Processed Question: What specific areas of due diligence are mentioned in the agreement between SolarPower and GreenTech, aimed at ensuring all assets and liabilities are accurately accounted for before the finalization of the transaction?\n", + "Processed Question: In light of the representations and warranties included in the merger agreement, what steps would you take as part of the due diligence process to verify the accuracy of GreenTech's financial statements, absence of undisclosed liabilities, and compliance with applicable laws, and what indemnification provisions would you recommend to protect both parties against potential breaches?\n", + "Processed Question: Can you aggregate the potential risks associated with the merger, such as antitrust concerns, potential monopolies, and undisclosed liabilities, and outline the measures taken by SolarPower and GreenTech to mitigate these risks, such as the $150 million breakup fee and the thorough indemnification process? How do these measures collectively address the concerns of regulatory bodies and ensure a smooth transition post-merger?\n", + "Processed Question: How many different regulatory bodies are involved in the review and approval process of the acquisition, including the Federal Trade Commission (FTC) and the European Commission? Can you outline the specific requirements and assessments each body is conducting, such as environmental assessments, audits of GreenTech's intellectual property portfolio, and market analyses, and how these assessments collectively contribute to the due diligence process?\n", + "Processed Question: What is the purpose of the comprehensive due diligence process outlined in the merger agreement between SolarPower and GreenTech, specifically with regards to intellectual property assessment?\n", + "Processed Question: Why is it important for SolarPower and GreenTech to accurately account for all assets and liabilities, including intellectual property, before the finalization of the transaction, as mentioned in the agreement's due diligence process?\n", + "Processed Question: Can you group the different types of covenants and agreements outlined in the merger agreement, such as the representations and warranties, the indemnification process, and the covenants restricting GreenTech from incurring new debt or altering business operations? How do these covenants collectively preserve the value of GreenTech and ensure a smooth transition post-merger, and what are the potential consequences of breaching these covenants?\n", + "Processed Question: What type of assessments are being conducted as part of the due diligence process to evaluate GreenTech's intellectual property portfolio?\n", + "Processed Question: How might the merger between SolarPower and GreenTech impact the valuation of GreenTech's intellectual property portfolio, considering the potential for increased market dominance and reduced competition in the renewable energy storage market? Can you provide examples of specific IP assets that may be affected and how their value might change post-merger?\n", + "Processed Question: Can you aggregate the potential risks associated with the merger, such as antitrust concerns, potential monopolies, and undisclosed liabilities, and assess their impact on the valuation of GreenTech's intellectual property portfolio? How would you prioritize these risks and what mitigation strategies would you propose to address them?\n", + "Processed Question: Given the regulatory scrutiny surrounding the merger, what role do you think the intellectual property assessment will play in the European Commission's review process? How might the Commission's evaluation of GreenTech's IP portfolio influence the merger's approval, and what concessions might SolarPower and GreenTech need to make to address concerns about market dominance?\n", + "Processed Question: How would you group the various stakeholders involved in the merger, such as regulatory bodies, employees, and shareholders, and assess their competing interests and expectations regarding the intellectual property assessment? What steps would you take to ensure that the assessment is comprehensive and takes into account the concerns of all stakeholders?\n", + "Processed Question: Can you count and categorize the different types of intellectual property assets that would be transferred as part of the merger, such as patents, trademarks, and trade secrets? How would you assess the value of these assets and what methods would you use to determine their impact on the overall valuation of GreenTech's intellectual property portfolio?\n", + "Processed Question: Considering the potential antitrust concerns raised by the FTC, how do you think the merger between SolarPower and GreenTech could be structured to alleviate concerns about market dominance while still achieving the desired operational synergies and cost reductions?\n", + "Processed Question: What role is the European Commission playing in reviewing the merger, and what specific aspects of the transaction is it evaluating in order to assess its impact on the EU market, particularly regarding competition and market dominance?\n", + "Processed Question: How do you think the preservation of GreenTech's R&D center as an independent entity will affect the combined company's ability to innovate and compete in the renewable energy storage market, and what implications might this have for market dominance concerns and the overall competitiveness of the industry?\n", + "Processed Question: Given the commitments made by SolarPower to maintain GreenTech's R&D center as an independent entity and honor existing employment contracts, how might these measures mitigate concerns about market dominance, and what implications might this have for the regulatory approval process?\n", + "Processed Question: Can you count the number of specific measures that SolarPower and GreenTech have agreed to take in order to alleviate market dominance concerns, such as maintaining GreenTech's R&D center as an independent entity, honoring existing employment contracts, and making concessions such as divesting certain business units or assets? How do these measures collectively impact the potential for market dominance in the renewable energy sector?\n", + "Processed Question: How many different regulatory bodies are involved in reviewing the merger, and what are the specific concerns each of them is trying to address? Can you group these concerns into categories, such as competition, market dominance, and consumer protection, and discuss how SolarPower and GreenTech are addressing each of these categories?\n", + "Processed Question: Considering the proposed acquisition of GreenTech Inc. by SolarPower Corporation, what are the key indicators that suggest a potential monopoly in the renewable energy storage market, and how might this impact competition and innovation in the sector?\n", + "Processed Question: In light of the potential antitrust concerns and regulatory scrutiny surrounding the acquisition, do you believe that the benefits of the merger, including operational synergies and increased revenue, outweigh the risks of market dominance and reduced competition, or do you think the companies should reconsider the deal to avoid potential regulatory hurdles and reputational damage?\n", + "Processed Question: Considering the potential antitrust concerns raised by the FTC, what concessions do you think SolarPower and GreenTech could offer to alleviate concerns about reduced competition, and how might these concessions impact the overall value of the merger?\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Processed Question: Given the European Commission's review of the merger, what specific concessions or divestitures might SolarPower and GreenTech need to make to secure approval, and how might these concessions affect the companies' operations and market position in the EU?\n", + "Processed Question: What are the various measures or concessions that SolarPower and GreenTech may need to take or make to secure regulatory approvals, such as divesting business units or assets, and how will these measures impact the operational synergies and overall success of the merger?\n", + "Processed Question: What specific measures have SolarPower and GreenTech agreed to in order to mitigate financial risks and ensure a smooth transition post-merger, as outlined in the merger agreement?\n", + "Processed Question: How do you assess the effectiveness of the covenants and representations and warranties outlined in the merger agreement in mitigating the risks associated with the deal, particularly with regards to preserving the value of GreenTech and ensuring a smooth transition post-merger, and are there any potential gaps or areas of concern that you think need to be addressed further?\n", + "Processed Question: Can you aggregate the potential risks associated with the acquisition of GreenTech Inc. by SolarPower Corporation that are under scrutiny by regulatory bodies, such as the Federal Trade Commission and the European Commission, and categorize them into groups like financial, operational, and competitive risks? How do these risks impact the deal's closure and the future of both companies?\n", + "Processed Question: How many concessions, such as divesting certain business units or assets, do you think SolarPower and GreenTech may need to make to alleviate concerns about reduced competition and secure approval from regulatory bodies? Can you provide examples of such concessions and their potential impact on the companies' operations and market position?\n", + "Processed Question: How does SolarPower plan to maintain GreenTech's innovative culture, and what specific commitments have been made regarding the research and development (R&D) center and existing employment contracts?\n", + "Processed Question: Can you identify and group the different types of operational synergies mentioned in the passage that are expected to result from the merger between SolarPower and GreenTech, such as cost reductions and revenue increases, and explain how they will be achieved?\n", + "Processed Question: Assuming that the merger is approved by regulatory bodies, what steps can SolarPower and GreenTech take to ensure that the operational synergies are realized in a way that is consistent with the broader EU policies on market fairness and consumer protection, and how can they demonstrate compliance with these policies to stakeholders and regulatory authorities?\n", + "Processed Question: Considering the regulatory scrutiny of the acquisition, can you count and list the number of regulatory bodies and stakeholders involved in the review process, including the Federal Trade Commission, the European Commission, and others? How do their reviews and approvals impact the timeline and success of the acquisition deal?\n", + "Processed Question: How can SolarPower Corporation ensure that the preservation of GreenTech's innovative culture, as promised by maintaining its R&D center as an independent entity, is actually implemented and sustained over time, especially considering the potential risks of cultural assimilation and talent loss post-merger?\n", + "Processed Question: Given the regulatory scrutiny and potential antitrust concerns surrounding the acquisition, what specific measures can SolarPower and GreenTech take to address the concerns of the FTC and the European Commission, while also ensuring that the merger's operational synergies and innovation goals are not compromised?\n", + "Processed Question: Considering the potential antitrust concerns raised by the FTC, how do you think SolarPower can balance the need to preserve GreenTech's innovative culture with the regulatory requirements aimed at preventing monopolies in the renewable energy storage market?\n", + "Processed Question: What are the potential implications of the merger on the broader renewable energy sector, particularly in terms of market competition and innovation, and how can SolarPower and GreenTech mitigate any negative effects while still achieving their strategic objectives and preserving GreenTech's innovative culture?\n", + "Processed Question: The merger agreement includes a commitment to maintain GreenTech's R&D center as an independent entity. What specific measures do you think SolarPower should take to ensure that this independence is preserved in practice, and that the R&D center continues to drive innovation in the combined entity?\n", + "Processed Question: How does the merger agreement between SolarPower and GreenTech address the issue of preserving the value of GreenTech's research and development center, and what provisions are in place to ensure its continued operation as an independent entity?\n", + "Processed Question: What is the main concern of the European Commission regarding the merger between SolarPower Corporation and GreenTech Inc., as mentioned in the passage?\n", + "Processed Question: According to the passage, what specific measures may SolarPower and GreenTech need to take to secure approval from the European Commission and address concerns about reduced competition?\n", + "Processed Question: Given the detailed representations and warranties, as well as the covenants restricting GreenTech's actions prior to the deal's closure, what steps can SolarPower take to ensure that these measures do not inadvertently stifle GreenTech's innovative culture, and that the combined entity is able to leverage the full potential of GreenTech's R&D capabilities?\n", + "Processed Question: What broader EU policies, apart from competition, does the merger need to align with to ensure compliance with the EU Merger Regulation, as stated in the passage?\n", + "Processed Question: Considering the EU Merger Regulation's emphasis on market fairness and consumer protection, how might SolarPower and GreenTech need to adapt their business strategies to ensure compliance, beyond simply addressing competitive effects? Can you provide examples of potential adaptations they might need to make?\n", + "Processed Question: Given the European Commission's review process involves assessing the merger's impact on the EU market, what specific market analyses and competitive impact assessments would you recommend SolarPower and GreenTech conduct to demonstrate the merger's benefits and alleviate concerns about reduced competition? How might these analyses inform potential concessions they may need to make?\n", + "Processed Question: Can you enumerate the specific EU regulations that SolarPower and GreenTech need to comply with in order to secure approval for the merger, and how do these regulations impact the companies' operations and strategies? Please provide at least 3 examples of such regulations and their implications on the merger process\n", + "Processed Question: How many concessions, such as divesting business units or assets, do you think SolarPower and GreenTech will need to make to alleviate EU concerns about reduced competition, and what will be the impact on the companies' operations and revenue?\n", + "Processed Question: Can you group the different stakeholders involved in the EU review process for the merger, such as the European Commission, regulatory bodies, and consumers, and describe their respective interests and concerns about the merger? How do these stakeholders' interests and concerns intersect and impact the companies' compliance with EU regulations, and what are the potential consequences of non-compliance for each stakeholder group\n", + "Processed Question: The passage mentions that SolarPower has committed to maintaining GreenTech's R&D center as an independent entity to preserve its innovative culture. How might this commitment be viewed by the European Commission in the context of ensuring compliance with EU regulations, particularly with regards to promoting innovation and competition in the renewable energy sector? Might this commitment be seen as a positive factor in the merger review process, and if so, why?\n", + "Processed Question: Considering the potential antitrust concerns raised by the FTC and the European Commission's review of the merger, do you believe that SolarPower and GreenTech have taken sufficient steps to mitigate the risks of non-compliance with EU regulations, and what additional measures would you recommend to ensure a smooth approval process?\n", + "Processed Question: In light of the EU's broader policies on market fairness and consumer protection, don't you think that the merger agreement between SolarPower and GreenTech should include more specific provisions to address potential concerns about reduced competition, and how do you propose the companies balance their business interests with the need to comply with EU regulations and promote market fairness?\n", + "Processed Question: Don't you think that the proposed acquisition of GreenTech Inc. by SolarPower Corporation is likely to face significant regulatory hurdles in the EU, given the European Commission's concerns about competition and market dominance, and how do you propose the companies address these concerns to ensure compliance with EU regulations?\n", + "Processed Question: What measures have been included in the merger agreement to mitigate financial risks for GreenTech in the event that the deal falls through due to regulatory approval issues?\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Processed Question: What is the purpose of the comprehensive due diligence process outlined in the agreement, and what aspects of GreenTech’s assets and liabilities are being assessed as part of this process?\n", + "Processed Question: Considering the potential antitrust concerns and the regulatory scrutiny from both the FTC and the European Commission, what additional measures could SolarPower and GreenTech take to mitigate the financial risks associated with the merger not being approved, beyond the $150 million breakup fee and the indemnification process outlined in the agreement?\n", + "Processed Question: In light of the comprehensive due diligence process, including environmental assessments and audits of GreenTech’s intellectual property portfolio, what specific financial risks would SolarPower face if the due diligence process reveals previously undisclosed liabilities or inaccuracies in GreenTech's financial statements, and how might these risks be mitigated through the representations, warranties, and indemnification provisions in the merger agreement?\n", + "Processed Question: The agreement includes detailed representations and warranties, as well as a thorough indemnification process. Can you walk us through a scenario where these provisions might be triggered, and how they would protect both parties against potential breaches?\n", + "Processed Question: Given the comprehensive due diligence process outlined in the agreement, including environmental assessments and audits of GreenTech's intellectual property portfolio, what specific financial risks do you think SolarPower is trying to mitigate, and how might these efforts impact the overall valuation of the deal?\n", + "Processed Question: Considering the potential antitrust concerns raised by the FTC, how do you think the $150 million breakup fee mitigates financial risks for GreenTech, and what implications might this have on the negotiation dynamics between SolarPower and GreenTech?\n", + "Processed Question: Given the comprehensive due diligence process outlined in the agreement, including environmental assessments and audits of GreenTech's intellectual property portfolio, what specific steps would you take to ensure that all assets and liabilities are accurately accounted for, and what potential risks or liabilities might be overlooked in this process?\n", + "Processed Question: Can you identify at least two ways in which the proposed acquisition is structured to minimize potential financial losses for both parties? For example, what is the purpose of the $150 million breakup fee, and how does it mitigate financial risks for GreenTech? Additionally, what role do the covenants and representations and warranties play in protecting both parties against potential financial losses? Are there any other structural elements of the acquisition that you think are particularly effective in minimizing financial risks, and why? Please provide specific examples from the passage to support your answer, and discuss any potential implications for the companies involved. Are there any other ways in which the acquisition could be structured to further minimize financial risks, and what might be the benefits and drawbacks of these approaches?\n", + "Processed Question: Can you enumerate at least three types of financial risks that are being mitigated in the proposed acquisition of GreenTech Inc. by SolarPower Corporation, and how are they being addressed in the merger agreement? For example, what measures are in place to mitigate the risk of the deal falling through, and how are potential breaches of representations and warranties being protected against? Additionally, what steps are being taken to preserve the value of GreenTech and ensure a smooth transition post-merger? Please provide specific examples from the passage to support your answer. Furthermore, are there any other types of financial risks that you think should be considered in this acquisition, and how would you propose mitigating them?\n", + "Processed Question: How many different regulatory bodies are involved in reviewing the proposed acquisition, and what specific concerns are they trying to address? For instance, what is the FTC's main concern, and how is the European Commission's review process different from the FTC's? What types of concessions might SolarPower and GreenTech need to make to secure approval from these regulatory bodies, and how might these concessions impact the financial risks associated with the acquisition? Please provide examples from the passage to support your answer, and discuss any potential implications for the companies involved. Are there any other regulatory bodies that you think should be involved in reviewing this acquisition, and why?\n", + "Processed Question: In light of the European Commission's review of the merger, how would you approach the submission of detailed filings, including market analyses and competitive impact assessments, to demonstrate that the merger aligns with EU policies on market fairness and consumer protection, and what concessions might SolarPower and GreenTech need to make to secure approval?\n", + "Processed Question: How many different regulatory bodies are involved in reviewing the proposed acquisition of GreenTech Inc. by SolarPower Corporation, and what are the key concerns that each of these bodies is addressing in their evaluation of the merger?\n", + "Processed Question: Considering the potential antitrust concerns raised by the FTC, what specific steps would you recommend SolarPower take as part of its due diligence process to address these concerns and ensure regulatory approval for the merger, especially in relation to maintaining competition in the renewable energy storage market?\n", + "Processed Question: Given the comprehensive due diligence process outlined in the agreement, including environmental assessments and audits of GreenTech's intellectual property portfolio, how would you assess the potential risks associated with GreenTech's assets and liabilities, and what strategies would you propose to mitigate these risks and ensure a smooth transition post-merger?\n", + "Processed Question: In light of the European Commission's review of the merger and the requirement for detailed filings, including market analyses and competitive impact assessments, what approach would you take to demonstrate that the merger aligns with broader EU policies on market fairness and consumer protection, and what concessions, if any, would you consider making to alleviate concerns about reduced competition in the EU market?\n", + "Processed Question: Can you group the various regulatory reviews and approvals required for the merger, such as those from the FTC and the European Commission, and outline the comprehensive documentation and filings required for each? How do these reviews collectively ensure compliance with applicable laws and regulations, and what concessions might SolarPower and GreenTech need to make to secure approval from these regulatory bodies?Processed Question: How do the covenants restricting GreenTech's actions prior to the deal's closure, such as incurring new debt or issuing additional shares, collectively preserve the value of GreenTech and ensure a smooth transition post-merger? Can you count the number of specific restrictions mentioned in the agreement and explain their individual significance in the context of the merger?\n", + "\n", + "Processed Question: What concessions might SolarPower and GreenTech need to make to alleviate concerns about reduced competition and secure approval from the European Commission, and how might these concessions impact the companies' business operations and market position in the EU?\n", + "Processed Question: According to the passage, what specific concerns have been raised by regulatory bodies, such as the FTC, regarding the potential impact of the merger on competition and market dominance, and how might concessions address these concerns?\n", + "Processed Question: What role do covenants play in the merger agreement, particularly in relation to GreenTech's business operations and financial decisions, and how might these covenants influence the need for concessions to secure regulatory approval?\n", + "Processed Question: Given the European Commission's review process, what concessions, such as divesting certain business units or assets, might SolarPower and GreenTech need to make to secure approval, and how could these concessions affect the operational synergies and financial projections outlined in the merger agreement?\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Processed Question: Can you enumerate the potential concessions that SolarPower and GreenTech may need to make to secure regulatory approval from the European Commission, such as divesting business units or assets, and how might these concessions impact the overall value of the merger?\n", + "Processed Question: What role might the maintenance of GreenTech's R&D center as an independent entity play in addressing regulatory concerns about the merger's impact on innovation and competition, and how might this concession influence the European Commission's assessment of the merger's alignment with broader EU policies on market fairness and consumer protection?\n", + "Processed Question: What measures has SolarPower committed to in order to address concerns about potential layoffs and preserve GreenTech's innovative culture, including the maintenance of GreenTech's R&D center and the honoring of existing employment contracts?\n", + "Processed Question: What are the total number of representations, warranties, covenants, and indemnifications outlined in the merger agreement, and how do these provisions collectively mitigate the risks associated with the transaction for both SolarPower and GreenTech?\n", + "Processed Question: Can you aggregate the potential benefits of the SolarPower and GreenTech merger, including the reduction in production costs and increase in revenue, and explain how these benefits will be achieved through operational synergies? Additionally, are there any potential drawbacks or challenges that may arise from this merger, and how will they be addressed?\n", + "Processed Question: Given the European Commission's review process and the requirement for concessions to alleviate concerns about reduced competition, what specific divestitures or asset sales do you think SolarPower and GreenTech might need to make in order to secure approval for the merger, and how might these concessions impact the overall value of the deal?\n", + "Processed Question: Given the comprehensive due diligence process outlined in the agreement, what specific risks or liabilities do you think SolarPower and GreenTech are trying to mitigate through this process, and how might these efforts impact the overall success of the merger?\n", + "Processed Question: How many regulatory bodies are involved in scrutinizing the acquisition, and what are the specific concerns raised by each of them? Can you also outline the steps being taken by SolarPower and GreenTech to address these concerns and ensure compliance with applicable laws and regulations?\n", + "Processed Question: What are the various components of the merger agreement, such as representations and warranties, indemnification process, covenants, and due diligence process, and how do they collectively contribute to mitigating risks and ensuring a smooth transition post-merger? Are there any specific provisions or clauses that you think are particularly important or noteworthy in this context?\n", + "Processed Question: What is the expected reduction in production costs and increase in revenue over the next two years as a result of the operational synergies between GreenTech and SolarPower Corporation after the acquisition, and how does this relate to GreenTech's cutting-edge battery technology?\n", + "Processed Question: Given the comprehensive due diligence process outlined in the merger agreement, including environmental assessments and audits of GreenTech's intellectual property portfolio, what specific risks or liabilities might SolarPower be trying to mitigate, and how might these efforts affect the valuation of GreenTech's cutting-edge battery technology?\n", + "Processed Question: What is the purpose of the covenants agreed upon by SolarPower and GreenTech that restrict GreenTech from incurring new debt, issuing additional shares, or significantly altering business operations without SolarPower's consent prior to the deal's closure, and how do these covenants relate to preserving the value of GreenTech and its cutting-edge battery technology assets during the acquisition process?\n", + "Processed Question: How might the acquisition of GreenTech by SolarPower Corporation impact the overall competitiveness of the renewable energy storage market, considering the potential for monopolistic practices and the stifling of innovation, despite the commitment to maintaining GreenTech's R&D center as an independent entity?\n", + "Processed Question: In light of the regulatory scrutiny from both the FTC and the European Commission, what concessions or adjustments might SolarPower and GreenTech need to make to secure approval for the merger, and how might these concessions impact the operational synergies and anticipated benefits of combining GreenTech's battery technology with SolarPower's solar panel manufacturing and distribution network?\n", + "Processed Question: How many regulatory bodies are involved in reviewing the merger, and can you group the concerns raised by each body, such as the Federal Trade Commission's concerns about potential antitrust issues and the European Commission's evaluation of the merger's impact on the EU market?\n", + "Processed Question: Can you count the number of measures taken by SolarPower to mitigate risks and ensure a smooth transition post-merger, such as the $150 million breakup fee, honoring existing employment contracts, and restricting GreenTech from incurring new debt or altering business operations without SolarPower's consent, and explain the significance of each measure in the context of the merger agreement?\n", + "Processed Question: How do you perceive the sentiment of GreenTech's employees and stakeholders regarding the acquisition, especially considering that SolarPower has committed to maintaining GreenTech's R&D center and honoring all existing employment contracts? Do you think this move will alleviate concerns about potential layoffs and cultural changes within the organization?\n", + "Processed Question: Don't you think that the acquisition of GreenTech Inc. by SolarPower Corporation, which is valued at $3 billion, is a bit overpriced considering the potential antitrust concerns and regulatory hurdles that the deal is facing? How do you justify the valuation of GreenTech's cutting-edge battery technology in this context?\n", + "Processed Question: Don't you think that the merger agreement's inclusion of a $150 million breakup fee, payable to GreenTech if SolarPower fails to secure regulatory approvals, is an admission of the high risks associated with this deal? How do you assess the risks and benefits of this acquisition, and what are the potential implications for GreenTech's cutting-edge battery technology if the deal falls through?\n", + "Processed Question: Considering the potential antitrust concerns raised by the FTC, how do you think SolarPower can balance its goal of achieving operational synergies with the need to maintain a competitive market in the renewable energy storage sector, and what specific steps can the company take to address these concerns without compromising its expansion plans?\n", + "Processed Question: Given the comprehensive due diligence process outlined in the agreement, what are some potential risks or liabilities that SolarPower may still face post-merger, and how can the company mitigate these risks to ensure a smooth transition and maximize the value of the acquisition?\n", + "Processed Question: How do you perceive the regulatory scrutiny from the Federal Trade Commission (FTC) and the European Commission impacting the merger's success, considering the potential antitrust concerns and the need for concessions to alleviate reduced competition?\n", + "Processed Question: Can you count and list the specific measures that SolarPower and GreenTech have agreed to take in order to mitigate risks and ensure a smooth transition post-merger, such as the breakup fee, employment contracts, and covenants restricting GreenTech's business operations? How do these measures contribute to the overall success of the merger, and what are the potential consequences if these measures are not implemented effectively?\n", + "Processed Question: Don't you think that SolarPower's acquisition of GreenTech Inc. is a strategic move to monopolize the renewable energy storage market, potentially stifling competition and innovation, despite the promised operational synergies and benefits to both companies?\n", + "Processed Question: In your opinion, does SolarPower's commitment to maintaining GreenTech's R&D center as an independent entity and honoring existing employment contracts genuinely alleviate concerns about potential layoffs and cultural disruptions, or is it merely a strategic move to secure regulatory approvals and avoid financial risks?\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Processed Question: What concessions might SolarPower and GreenTech need to make to alleviate concerns about reduced competition and secure approval from regulatory bodies such as the European Commission, and what is the purpose of the $150 million breakup fee included in the merger agreement?\n", + "Processed Question: How do you think the preservation of GreenTech's R&D center as an independent entity, as well as the honoring of existing employment contracts, will impact the innovation culture and competitiveness of the combined entity, and what role might these factors play in addressing regulatory concerns about the potential stifling of competition and innovation in the renewable energy sector?\n", + "Processed Question: How do the covenants and representations outlined in the merger agreement address potential risks and ensure a smooth transition post-merger, and what implications might these have for the future operations of GreenTech and SolarPower?\n", + "Processed Question: What specific measures has SolarPower committed to in order to address concerns about preserving GreenTech's innovative culture and employment contracts, and what financial protection has been included in the merger agreement for GreenTech in case the deal fails to secure regulatory approvals?\n", + "Processed Question: Can you enumerate the potential risks associated with the merger that could impact the EU market, such as reduced competition, market dominance, and stifling innovation, and how do you think the European Commission will address these concerns through the review process?\n", + "Processed Question: generated_questions\n", + "Processed Question: Considering the merger's potential to create a monopoly in the renewable energy storage market, can you group the stakeholders who will be impacted by this merger, such as consumers, competitors, and employees, and how will their interests be protected or affected by the EU's review and approval process?\n", + "Processed Question: How might the merger's potential impact on the EU market, particularly in terms of competition and market dominance, be mitigated by the agreement's provisions, such as the maintenance of GreenTech's R&D center as an independent entity and the restrictions on GreenTech's business operations prior to the deal's closure?\n", + "Processed Question: What is the expected outcome of combining GreenTech's battery technology with SolarPower's solar panel manufacturing and distribution network in terms of production costs and revenue over the next two years?\n", + "Processed Question: Given the agreement to maintain GreenTech's R&D center as an independent entity, what strategies can be employed to ensure effective collaboration and knowledge-sharing between GreenTech's scientists and engineers and SolarPower's manufacturing and distribution teams, while preserving GreenTech's innovative culture and autonomy?\n", + "Processed Question: What is the purpose of the covenants agreed upon by SolarPower and GreenTech, and what specific restrictions do they impose on GreenTech's business operations prior to the deal's closure?\n", + "Processed Question: In light of the European Commission's review of the merger and potential requirements for concessions, such as divesting certain business units or assets, how might GreenTech's R&D roadmap and priorities need to adapt to address concerns about reduced competition and market dominance, while still achieving the anticipated operational synergies and growth targets set out in the merger agreement?\n", + "Processed Question: Can you aggregate the potential benefits of the merger between GreenTech and SolarPower, such as reduction in production costs and increase in revenue, and explain how these benefits will be realized in the next two years? For instance, what specific steps will be taken to achieve the 20% reduction in production costs and 15% increase in revenue, and how will these steps be measured and tracked? Additionally, what are the key performance indicators (KPIs) that will be used to evaluate the success of the merger, and how will they be aggregated and reported to stakeholders?\n", + "Processed Question: How many regulatory bodies are involved in reviewing the merger, and what are the specific concerns of each body? For example, the FTC has expressed concerns about potential antitrust issues, while the European Commission is reviewing the merger's impact on the EU market. Can you group these concerns into categories, such as competition, market dominance, and consumer protection, and explain how SolarPower and GreenTech plan to address each category of concerns? Furthermore, what concessions, such as divesting certain business units or assets, may need to be made to alleviate these concerns, and how will these concessions be aggregated and evaluated?\n", + "Processed Question: Can you count and categorize the different types of commitments and agreements made by SolarPower to GreenTech as part of the merger, such as maintaining GreenTech's R&D center as an independent entity, honoring existing employment contracts, and paying a $150 million breakup fee if the deal falls through? How will these commitments be tracked and enforced, and what are the consequences of failing to meet these commitments? Additionally, can you aggregate the potential risks associated with these commitments, such as the financial risks of paying the breakup fee, and explain how these risks will be mitigated and managed by both parties?\n", + "Processed Question: Given the comprehensive due diligence process outlined in the agreement, what specific areas of GreenTech's R&D do you think SolarPower should focus on to ensure a smooth transition and maximize operational synergies, and how can they balance this with the need to preserve GreenTech's innovative culture and independence?\n", + "Processed Question: How does the inclusion of the $150 million breakup fee in the merger agreement mitigate financial risks for GreenTech in the event that the deal falls through due to regulatory issues?\n", + "Processed Question: Considering the $150 million breakup fee is payable to GreenTech if SolarPower fails to secure regulatory approvals, how might this fee structure impact SolarPower's negotiation strategy with regulatory bodies, and what are the potential implications for the merger's success?\n", + "Processed Question: Given the merger's potential to create a monopoly in the renewable energy storage market, as indicated by the FTC, how does the $150 million breakup fee mitigate or exacerbate concerns about reduced competition, and what role might it play in the European Commission's review process?\n", + "Processed Question: In the event that SolarPower is required to make concessions, such as divesting certain business units or assets, to alleviate concerns about reduced competition, how might the $150 million breakup fee influence SolarPower's decision-making regarding which concessions to make, and what are the potential implications for GreenTech's valuation and the merger's overall structure?\n", + "Processed Question: How many concessions, such as divesting business units or assets, might SolarPower and GreenTech need to make to alleviate concerns about reduced competition and secure regulatory approvals, considering the breakup fee as a potential financial burden? Please provide examples from the passage to support your answer\n", + "Processed Question: Can you aggregate the potential risks associated with the merger that are mitigated by the $150 million breakup fee, and how do these risks impact the financial stability of GreenTech in the event of the deal falling through? Consider the context of regulatory approvals, financial risks, and the importance of maintaining GreenTech's innovative culture and employment contracts\n", + "Processed Question: What are the potential antitrust concerns raised by the Federal Trade Commission (FTC) regarding the acquisition of GreenTech Inc. by SolarPower Corporation, and how might this impact the deal's approval?\n", + "Processed Question: Can you count the number of regulatory bodies involved in reviewing the merger, including the FTC and the European Commission, and explain how the $150 million breakup fee is related to the regulatory approval process? Additionally, how do the representations, warranties, and covenants in the merger agreement contribute to the overall regulatory compliance strategy of SolarPower and GreenTech\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Processed Question: What specific measures have SolarPower and GreenTech agreed to in the merger agreement to mitigate financial risks and ensure a smooth transition post-merger, such as covenants and indemnification processes, and how do these measures address potential regulatory hurdles ahead?\n", + "Processed Question: Considering the potential antitrust concerns raised by the FTC, what specific concessions or divestitures could SolarPower and GreenTech offer to alleviate concerns about reduced competition and secure regulatory approval, while still achieving the desired operational synergies and revenue growth?\n", + "Processed Question: Given the European Commission's review process, how might the merger's impact on the EU market be assessed differently than its impact on the US market, and what implications might this have for the companies' global operations and competitiveness?\n", + "Processed Question: In the event that the merger is approved, what mechanisms or safeguards could be put in place to ensure that SolarPower adheres to its commitment to maintain GreenTech's R&D center as an independent entity, and what potential consequences might arise if this commitment is not upheld, particularly with regards to innovation and competition in the renewable energy sector?\n", + "Processed Question: How might the detailed representations and warranties, as well as the indemnification process outlined in the merger agreement, protect both parties against potential breaches and ensure compliance with applicable laws, particularly in light of the intense regulatory scrutiny surrounding the transaction?\n", + "Processed Question: What are the various concessions or commitments that SolarPower Corporation and GreenTech Inc. may need to make to secure regulatory approvals, such as divesting business units or maintaining R&D centers? Can you collect and count the number of concessions mentioned in the passage, and group them by type or regulatory body?\n", + "Processed Question: Can you enumerate the potential regulatory hurdles that SolarPower Corporation and GreenTech Inc. may face in the proposed acquisition, and group them into categories such as antitrust concerns, employment contracts, and environmental assessments? How many hurdles are there in each category?\n", + "Processed Question: How many different regulatory bodies are involved in reviewing the proposed acquisition, and what are the specific concerns or requirements that each body is addressing? Can you aggregate the concerns into a list and count the number of concerns for each regulatory body?\n" + ] + } + ], + "source": [ + "filter_flags = []\n", + "\n", + "def process_question(question):\n", + " flag = relevance_filter.execute(question, FILE_NAME, CHUNK)\n", + " print(\"Processed Question: \"+ question)\n", + " return {\"question\": question, \"flag\": flag}\n", + "\n", + "with concurrent.futures.ThreadPoolExecutor(max_workers=10) as executor:\n", + " results = list(executor.map(process_question, deduped_raw_questions))\n", + "\n", + "filter_flags.extend(results)" + ] + }, + { + "cell_type": "markdown", + "id": "f7775877", + "metadata": {}, + "source": [ + "**Prompt for the LLM**\n", + "```\n", + "You are a juror, and are tasked with giving a judgement if there is enough evidence in the passage to answer a given question.\n", + "- Make no assumptions or use your exisiting knowledge.\n", + "- The evidence should be in the passage. The existance of pointer to the evidence doesn't qualify as sufficently useful.\n", + "\n", + "Question: {question}\n", + "\n", + "\n", + "The following information is from a file with the title \"{file_name}\".\n", + "\n", + "{passage}\n", + "\n", + "\n", + "\n", + "- \"Beyond a reasonable doubt\" - There is enough evidence in the passage or the information in the passage can be used to completely answer the question beyond a reasonable doubt.\n", + "- \"Somewhat relevant\" - Only part of evidence required to completely answer, or to reason through get the answer is available in the passage. \n", + "- \"Not useful\" - The passage doesn't contain enough information to answer the question.\n", + "\n", + "\n", + "Generate your answer in a json format with the fields below\n", + "- \"Reasoning\": 1-10 words of reasoning\n", + "- \"Your_Decision\": \"fill with judgement option\"\n", + "```" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "cf91a169", + "metadata": {}, + "outputs": [], + "source": [ + "relevant_questions = []\n", + "\n", + "for item in filter_flags:\n", + " flag = item[\"flag\"]\n", + " if flag['Your_Decision'].lower() != \"not useful\":\n", + " relevant_questions.append(item['question'])" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "80a55686", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Filtered 72 questions\n" + ] + } + ], + "source": [ + "print(\"Filtered {} questions\".format(len(filter_flags) - len(relevant_questions)))" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "cb4c2d64", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['What is the value of the proposed acquisition of GreenTech Inc. by SolarPower Corporation, and what are the expected operational synergies from the deal in terms of cost reduction and revenue increase over the next two years?', \"What specific concerns have been raised by the Federal Trade Commission (FTC) regarding the potential impact of the merger on the renewable energy storage market, and how might these concerns affect the deal's approval?\", \"What are some of the key covenants agreed upon by SolarPower and GreenTech to preserve the value of GreenTech and ensure a smooth transition post-merger, and how do these covenants restrict GreenTech's actions prior to the deal's closure?\", \"Can you name at least three regulatory bodies that are involved in scrutinizing the acquisition of GreenTech Inc. by SolarPower Corporation, and what are their primary concerns regarding this transaction? Additionally, how many scientists and engineers are employed at GreenTech's R&D center that SolarPower has committed to maintaining as an independent entity? Finally, what is the total value of the breakup fee that SolarPower will have to pay to GreenTech if it fails to secure regulatory approvals? Please provide a comprehensive answer aggregating these data points to illustrate the complexity of this acquisition process\", 'How many different types of assessments and audits are included in the comprehensive due diligence process outlined in the merger agreement between SolarPower and GreenTech? Specifically, can you identify the various components of this process, such as environmental assessments and intellectual property portfolio audits, and explain how they contribute to ensuring that all assets and liabilities are accurately accounted for before the transaction is finalized? In your answer, please aggregate these components to demonstrate the thoroughness of the due diligence process', 'What are the primary concerns of the Federal Trade Commission (FTC) regarding the proposed acquisition of GreenTech Inc. by SolarPower Corporation, and how might these concerns impact the renewable energy storage market?', \"What measures has SolarPower committed to taking in order to address concerns about the potential impact of the merger on GreenTech's research and development (R&D) center and its employees?\", 'What is the role of the European Commission in reviewing the merger, what specific aspects of the EU market are being assessed, and what concessions might SolarPower and GreenTech need to make to alleviate concerns about reduced competition and ensure compliance with the EU Merger Regulation?', \"In light of the European Commission's review of the merger, what concessions or adjustments do you think SolarPower and GreenTech may need to make to alleviate concerns about reduced competition, and how might these concessions impact GreenTech's R&D priorities and direction in the future?\", \"How do you think the agreement's provisions, such as the maintenance of GreenTech's R&D center as an independent entity and the restrictions on GreenTech's business operations, will affect the companies' ability to achieve the anticipated benefits of the merger, while also addressing regulatory concerns and ensuring compliance with applicable laws and regulations?\", 'Considering the potential antitrust concerns raised by the FTC, how do you think the operational synergies expected from the merger can be balanced with the need to maintain competition in the renewable energy storage market, and what specific measures can SolarPower and GreenTech take to address these concerns while still achieving their strategic objectives?', \"Given the European Commission's review process, what concessions do you think SolarPower and GreenTech might need to make to secure approval, and how could these concessions impact the overall value and strategic rationale of the merger?\", 'How do you assess the effectiveness of the covenants and representations and warranties outlined in the merger agreement in mitigating risks and ensuring a smooth transition post-merger, and what are the potential implications for both parties if these provisions are breached or if the deal ultimately falls through due to regulatory hurdles?', \"How many different regulatory bodies are involved in reviewing the merger, and what are the specific concerns and requirements of each body? For example, the FTC is concerned about potential monopolies, while the European Commission is reviewing the merger's impact on the EU market. Can you walk me through the different regulatory hurdles that SolarPower and GreenTech need to clear?\", \"Can you count the number of specific commitments and concessions made by SolarPower to alleviate concerns about the merger, such as maintaining GreenTech's R&D center, honoring employment contracts, and potentially divesting certain business units or assets? How do these commitments and concessions impact the overall structure and potential success of the deal?\", \"Don't you think that the intense regulatory scrutiny from bodies like the FTC and the European Commission could potentially jeopardize the entire acquisition deal between SolarPower Corporation and GreenTech Inc., and what would be the consequences for both companies if the deal falls through?\", \"What measures has SolarPower committed to in order to preserve GreenTech's innovative culture and alleviate concerns about potential layoffs?\", \"Considering the proposed acquisition of GreenTech Inc. by SolarPower Corporation, what are the key operational synergies that are expected to result from this merger, and how might they impact the companies' production costs and revenue over the next two years? Can you elaborate on the specific drivers behind these anticipated synergies and their potential implications for the companies' competitiveness in the renewable energy sector?\", 'Given the intense scrutiny from regulatory bodies, including the FTC and the European Commission, what concessions might SolarPower and GreenTech need to make to alleviate concerns about reduced competition and secure approval for the merger?', 'The merger agreement includes a comprehensive due diligence process, representations and warranties, and covenants to ensure a smooth transition post-merger. Can you walk us through the key components of this due diligence process and how they will help mitigate risks associated with the merger? Additionally, how do the representations and warranties, as well as the covenants, contribute to preserving the value of GreenTech and protecting both parties against potential breaches or unforeseen liabilities?', \"Can you aggregate the potential benefits of the merger between GreenTech and SolarPower, such as reduction in production costs and increase in revenue, and explain how these benefits will be achieved through the integration of GreenTech's cutting-edge battery technology with SolarPower's solar panel manufacturing and distribution network?\", 'How many regulatory bodies are involved in reviewing the merger, and what are the specific concerns or issues that each of them is addressing, such as antitrust concerns or market dominance, and how are SolarPower and GreenTech addressing these concerns?', \"Considering the proposed acquisition of GreenTech Inc. by SolarPower Corporation, how might the European Commission's review of the merger influence the companies' decisions regarding concessions, such as divesting business units or assets, to address concerns about reduced competition in the EU market? Can you provide examples of potential concessions and their impact on the market?\", \"Given the potential antitrust concerns raised by the Federal Trade Commission (FTC) and the European Commission's review of the merger, what measures can SolarPower Corporation and GreenTech Inc. take to demonstrate that the acquisition will not stifle competition and innovation in the renewable energy storage market, and how might these measures affect the companies' operational synergies and overall competitiveness?\", \"In light of SolarPower's commitment to maintaining GreenTech's R&D center as an independent entity and honoring existing employment contracts, how might these decisions influence the assessment of the merger's competitive impact, and what role might these factors play in the European Commission's evaluation of the merger's compliance with EU market competition regulations and policies on market fairness and consumer protection?\", \"Considering the proposed acquisition of GreenTech Inc. by SolarPower Corporation, what are the potential implications for the EU market in terms of competition and market dominance, and how might the European Commission's review process address these concerns?\", 'Considering the potential antitrust concerns raised by the FTC, what specific measures can SolarPower and GreenTech take to alleviate concerns about reduced competition in the renewable energy storage market, and how might these measures impact the overall structure and benefits of the proposed acquisition?', 'Can you aggregate the potential benefits of the merger, such as reduction in production costs and increase in revenue, and weigh them against the potential antitrust concerns raised by regulatory bodies, such as the FTC and the European Commission? How do these benefits and concerns impact the overall viability of the deal?', 'Considering the merger agreement includes a $150 million breakup fee and detailed representations and warranties, how do you assess the risks associated with the deal, particularly with regards to regulatory approvals and potential breaches of the agreement? Can you count the number of potential risks that SolarPower and GreenTech are trying to mitigate through this agreement?', 'The European Commission is reviewing the merger to assess its impact on the EU market. Can you group the factors that the Commission will consider in its evaluation, such as market analyses, competitive impact assessments, and economic justifications for the merger? How do you think the companies can ensure compliance with the EU Merger Regulation and address concerns about reduced competition in the EU market, particularly in the renewable energy sector?', \"Don't you think that the proposed acquisition of GreenTech Inc. by SolarPower Corporation will lead to a monopoly in the renewable energy storage market, stifling competition and innovation, as indicated by the Federal Trade Commission (FTC)?\", \"How do you perceive the European Commission's review of the merger in terms of its impact on the EU market, particularly regarding competition and market dominance, and what concessions do you think SolarPower and GreenTech may need to make to secure approval?\", \"What specific measures has SolarPower committed to in order to preserve GreenTech's innovative culture post-merger, and how will these measures be implemented in practice?\", 'What specific covenants have been agreed upon by SolarPower and GreenTech to preserve the value of GreenTech and ensure a smooth transition post-merger?', \"What is the purpose of the comprehensive due diligence process outlined in the merger agreement, and what assessments and audits are included in this process to ensure the preservation of GreenTech's assets and liabilities?\", \"In light of the European Commission's review of the merger, what concessions or divestitures do you think SolarPower and GreenTech may need to make to alleviate concerns about reduced competition, and how can they ensure that these concessions align with the broader EU policies on market fairness and consumer protection while still achieving the operational synergies and revenue growth anticipated from the merger?\", \"Can you aggregate the potential risks associated with the acquisition of GreenTech Inc. by SolarPower Corporation, such as antitrust concerns, potential monopolies, and regulatory hurdles, and outline the mitigation strategies proposed by the companies, including the $150 million breakup fee and the preservation of GreenTech's R&D center as an independent entity? How do these strategies collectively address the concerns of regulatory bodies and ensure a smooth transition post-merger?\", \"How do the covenants restricting GreenTech from incurring new debt, issuing additional shares, or significantly altering business operations without SolarPower's consent, collectively preserve the value of GreenTech and ensure a smooth transition post-merger? Can you count the number of ways in which these covenants protect the interests of both parties and facilitate the integration of the two companies?\", \"Can you group the different regulatory bodies involved in reviewing the merger, such as the Federal Trade Commission and the European Commission, and outline the specific concerns and requirements of each body? How do the companies' submissions, including market analyses and competitive impact assessments, collectively address these concerns and demonstrate compliance with applicable laws and regulations, such as the EU Merger Regulation? What concessions, such as divesting certain business units or assets, may be required to alleviate concerns about reduced competition and ensure approval of the merger?\", \"Don't you think that the proposed acquisition of GreenTech Inc. by SolarPower Corporation is likely to create a monopoly in the renewable energy storage market, stifling competition and innovation, despite the companies' efforts to address regulatory concerns? How do you respond to such concerns about market dominance and reduced competition in the industry?\", 'Considering the intense scrutiny from regulatory bodies, including the FTC and the European Commission, what are the potential risks and consequences if SolarPower fails to secure the necessary regulatory approvals, and how will the $150 million breakup fee mitigate these risks for GreenTech?', \"Given the covenants restricting GreenTech from incurring new debt, issuing additional shares, or significantly altering business operations without SolarPower's consent, how might these restrictions impact GreenTech's ability to respond to market changes or unexpected financial needs prior to the deal's closure, and what financial risks might arise from these limitations?\", \"What concessions might SolarPower and GreenTech need to make to alleviate concerns about reduced competition and secure approval from the European Commission, and how might this affect the merger's structure?\", 'What is the amount of the breakup fee that SolarPower has agreed to pay to GreenTech if it fails to secure the necessary regulatory approvals for the acquisition, and what is the purpose of this fee?', \"What role do the covenants restricting GreenTech's business operations prior to the deal's closure play in preserving the value of GreenTech and ensuring a smooth transition post-merger, and how will these covenants be enforced in practice?\", \"How does the comprehensive due diligence process outlined in the agreement, including environmental assessments and audits of GreenTech's intellectual property portfolio, contribute to mitigating risks associated with the breakup fee and ensuring the accuracy of representations and warranties made by both parties in the merger agreement?\", \"Considering the $150 million breakup fee, how do you think SolarPower's commitment to maintaining GreenTech's R&D center as an independent entity affects the mitigation of financial risks for GreenTech in the event of a failed acquisition, and what implications might this have on the regulatory approval process?\", 'Given the detailed representations and warranties, as well as the indemnification process outlined in the merger agreement, how do these contractual provisions contribute to Breakup Fee Mitigation, particularly in relation to protecting both parties against potential breaches and ensuring the accuracy of financial statements?', \"In light of the European Commission's review of the merger and potential requirements for concessions, such as divesting certain business units or assets, how might these concessions impact the Breakup Fee Mitigation strategy, and what considerations should SolarPower and GreenTech take into account when navigating these regulatory demands to minimize financial risks associated with a potential deal failure?\", 'Considering the proposed acquisition of GreenTech Inc., how many different types of risks can be identified that are being mitigated through the inclusion of a breakup fee, representations and warranties, and an indemnification process? Can you group these risks into categories, such as financial, operational, and regulatory, and discuss how each category is addressed through these mitigation strategies?', 'How do you perceive the sentiment of regulatory bodies, such as the FTC and the European Commission, towards the proposed acquisition, and do you believe that their concerns about antitrust and competition issues are justified?', \"In your opinion, are the covenants and restrictions imposed on GreenTech prior to the deal's closure, such as not incurring new debt or issuing additional shares, overly restrictive and do they unfairly limit GreenTech's ability to operate independently during this period, or are they necessary to preserve the value of the company and ensure a smooth transition post-merger?\", 'Under what conditions would SolarPower be required to pay the $150 million breakup fee to GreenTech, as per the merger agreement?', 'What specific areas of due diligence are mentioned in the agreement between SolarPower and GreenTech, aimed at ensuring all assets and liabilities are accurately accounted for before the finalization of the transaction?', 'Considering the potential antitrust concerns raised by the FTC, how do you think the due diligence process can be tailored to address these concerns and ensure compliance with regulatory requirements, particularly in relation to the preservation of competition and innovation in the renewable energy storage market?', 'Given the complexities of the merger, including the need for regulatory approvals from both the FTC and the European Commission, what strategies would you employ to manage the due diligence process and ensure that all necessary steps are taken to mitigate risks and ensure a smooth transaction?', 'Given the complexities of the EU Merger Regulation and the need to ensure compliance with broader EU policies on market fairness and consumer protection, how would you structure the due diligence process to identify potential areas of concern and ensure that the merger aligns with these policies?', 'Can you aggregate the potential risks associated with the merger, such as antitrust concerns, potential monopolies, and undisclosed liabilities, and outline the measures taken by SolarPower and GreenTech to mitigate these risks, such as the $150 million breakup fee and the thorough indemnification process? How do these measures collectively address the concerns of regulatory bodies and ensure a smooth transition post-merger?', \"How many different regulatory bodies are involved in the review and approval process of the acquisition, including the Federal Trade Commission (FTC) and the European Commission? Can you outline the specific requirements and assessments each body is conducting, such as environmental assessments, audits of GreenTech's intellectual property portfolio, and market analyses, and how these assessments collectively contribute to the due diligence process?\", 'Can you group the different types of covenants and agreements outlined in the merger agreement, such as the representations and warranties, the indemnification process, and the covenants restricting GreenTech from incurring new debt or altering business operations? How do these covenants collectively preserve the value of GreenTech and ensure a smooth transition post-merger, and what are the potential consequences of breaching these covenants?', 'What is the purpose of the comprehensive due diligence process outlined in the merger agreement between SolarPower and GreenTech, specifically with regards to intellectual property assessment?', \"What type of assessments are being conducted as part of the due diligence process to evaluate GreenTech's intellectual property portfolio?\", \"Why is it important for SolarPower and GreenTech to accurately account for all assets and liabilities, including intellectual property, before the finalization of the transaction, as mentioned in the agreement's due diligence process?\", 'What role is the European Commission playing in reviewing the merger, and what specific aspects of the transaction is it evaluating in order to assess its impact on the EU market, particularly regarding competition and market dominance?', 'Considering the proposed acquisition of GreenTech Inc. by SolarPower Corporation, what are the key indicators that suggest a potential monopoly in the renewable energy storage market, and how might this impact competition and innovation in the sector?', \"Given the commitments made by SolarPower to maintain GreenTech's R&D center as an independent entity and honor existing employment contracts, how might these measures mitigate concerns about market dominance, and what implications might this have for the regulatory approval process?\", 'How many different regulatory bodies are involved in reviewing the merger, and what are the specific concerns each of them is trying to address? Can you group these concerns into categories, such as competition, market dominance, and consumer protection, and discuss how SolarPower and GreenTech are addressing each of these categories?', \"Can you count the number of specific measures that SolarPower and GreenTech have agreed to take in order to alleviate market dominance concerns, such as maintaining GreenTech's R&D center as an independent entity, honoring existing employment contracts, and making concessions such as divesting certain business units or assets? How do these measures collectively impact the potential for market dominance in the renewable energy sector?\", 'Considering the potential antitrust concerns raised by the FTC, what concessions do you think SolarPower and GreenTech could offer to alleviate concerns about reduced competition, and how might these concessions impact the overall value of the merger?', 'What are the various measures or concessions that SolarPower and GreenTech may need to take or make to secure regulatory approvals, such as divesting business units or assets, and how will these measures impact the operational synergies and overall success of the merger?', 'How do you assess the effectiveness of the covenants and representations and warranties outlined in the merger agreement in mitigating the risks associated with the deal, particularly with regards to preserving the value of GreenTech and ensuring a smooth transition post-merger, and are there any potential gaps or areas of concern that you think need to be addressed further?', 'What specific measures have SolarPower and GreenTech agreed to in order to mitigate financial risks and ensure a smooth transition post-merger, as outlined in the merger agreement?', \"Can you aggregate the potential risks associated with the acquisition of GreenTech Inc. by SolarPower Corporation that are under scrutiny by regulatory bodies, such as the Federal Trade Commission and the European Commission, and categorize them into groups like financial, operational, and competitive risks? How do these risks impact the deal's closure and the future of both companies?\", \"How many concessions, such as divesting certain business units or assets, do you think SolarPower and GreenTech may need to make to alleviate concerns about reduced competition and secure approval from regulatory bodies? Can you provide examples of such concessions and their potential impact on the companies' operations and market position?\", 'Considering the regulatory scrutiny of the acquisition, can you count and list the number of regulatory bodies and stakeholders involved in the review process, including the Federal Trade Commission, the European Commission, and others? How do their reviews and approvals impact the timeline and success of the acquisition deal?', \"How does SolarPower plan to maintain GreenTech's innovative culture, and what specific commitments have been made regarding the research and development (R&D) center and existing employment contracts?\", 'Can you identify and group the different types of operational synergies mentioned in the passage that are expected to result from the merger between SolarPower and GreenTech, such as cost reductions and revenue increases, and explain how they will be achieved?', \"What are the potential implications of the merger on the broader renewable energy sector, particularly in terms of market competition and innovation, and how can SolarPower and GreenTech mitigate any negative effects while still achieving their strategic objectives and preserving GreenTech's innovative culture?\", \"How does the merger agreement between SolarPower and GreenTech address the issue of preserving the value of GreenTech's research and development center, and what provisions are in place to ensure its continued operation as an independent entity?\", 'According to the passage, what specific measures may SolarPower and GreenTech need to take to secure approval from the European Commission and address concerns about reduced competition?', 'What broader EU policies, apart from competition, does the merger need to align with to ensure compliance with the EU Merger Regulation, as stated in the passage?', \"The passage mentions that SolarPower has committed to maintaining GreenTech's R&D center as an independent entity to preserve its innovative culture. How might this commitment be viewed by the European Commission in the context of ensuring compliance with EU regulations, particularly with regards to promoting innovation and competition in the renewable energy sector? Might this commitment be seen as a positive factor in the merger review process, and if so, why?\", \"How many concessions, such as divesting business units or assets, do you think SolarPower and GreenTech will need to make to alleviate EU concerns about reduced competition, and what will be the impact on the companies' operations and revenue?\", \"Can you group the different stakeholders involved in the EU review process for the merger, such as the European Commission, regulatory bodies, and consumers, and describe their respective interests and concerns about the merger? How do these stakeholders' interests and concerns intersect and impact the companies' compliance with EU regulations, and what are the potential consequences of non-compliance for each stakeholder group\", \"Don't you think that the proposed acquisition of GreenTech Inc. by SolarPower Corporation is likely to face significant regulatory hurdles in the EU, given the European Commission's concerns about competition and market dominance, and how do you propose the companies address these concerns to ensure compliance with EU regulations?\", 'What measures have been included in the merger agreement to mitigate financial risks for GreenTech in the event that the deal falls through due to regulatory approval issues?', 'What is the purpose of the comprehensive due diligence process outlined in the agreement, and what aspects of GreenTech’s assets and liabilities are being assessed as part of this process?', 'Considering the potential antitrust concerns raised by the FTC, how do you think the $150 million breakup fee mitigates financial risks for GreenTech, and what implications might this have on the negotiation dynamics between SolarPower and GreenTech?', 'The agreement includes detailed representations and warranties, as well as a thorough indemnification process. Can you walk us through a scenario where these provisions might be triggered, and how they would protect both parties against potential breaches?', 'Can you enumerate at least three types of financial risks that are being mitigated in the proposed acquisition of GreenTech Inc. by SolarPower Corporation, and how are they being addressed in the merger agreement? For example, what measures are in place to mitigate the risk of the deal falling through, and how are potential breaches of representations and warranties being protected against? Additionally, what steps are being taken to preserve the value of GreenTech and ensure a smooth transition post-merger? Please provide specific examples from the passage to support your answer. Furthermore, are there any other types of financial risks that you think should be considered in this acquisition, and how would you propose mitigating them?', \"How many different regulatory bodies are involved in reviewing the proposed acquisition, and what specific concerns are they trying to address? For instance, what is the FTC's main concern, and how is the European Commission's review process different from the FTC's? What types of concessions might SolarPower and GreenTech need to make to secure approval from these regulatory bodies, and how might these concessions impact the financial risks associated with the acquisition? Please provide examples from the passage to support your answer, and discuss any potential implications for the companies involved. Are there any other regulatory bodies that you think should be involved in reviewing this acquisition, and why?\", 'Can you identify at least two ways in which the proposed acquisition is structured to minimize potential financial losses for both parties? For example, what is the purpose of the $150 million breakup fee, and how does it mitigate financial risks for GreenTech? Additionally, what role do the covenants and representations and warranties play in protecting both parties against potential financial losses? Are there any other structural elements of the acquisition that you think are particularly effective in minimizing financial risks, and why? Please provide specific examples from the passage to support your answer, and discuss any potential implications for the companies involved. Are there any other ways in which the acquisition could be structured to further minimize financial risks, and what might be the benefits and drawbacks of these approaches?', \"In light of the European Commission's review of the merger, how would you approach the submission of detailed filings, including market analyses and competitive impact assessments, to demonstrate that the merger aligns with EU policies on market fairness and consumer protection, and what concessions might SolarPower and GreenTech need to make to secure approval?\", 'How many different regulatory bodies are involved in reviewing the proposed acquisition of GreenTech Inc. by SolarPower Corporation, and what are the key concerns that each of these bodies is addressing in their evaluation of the merger?', \"In light of the European Commission's review of the merger and the requirement for detailed filings, including market analyses and competitive impact assessments, what approach would you take to demonstrate that the merger aligns with broader EU policies on market fairness and consumer protection, and what concessions, if any, would you consider making to alleviate concerns about reduced competition in the EU market?\", \"How do the covenants restricting GreenTech's actions prior to the deal's closure, such as incurring new debt or issuing additional shares, collectively preserve the value of GreenTech and ensure a smooth transition post-merger? Can you count the number of specific restrictions mentioned in the agreement and explain their individual significance in the context of the merger?\", 'Can you group the various regulatory reviews and approvals required for the merger, such as those from the FTC and the European Commission, and outline the comprehensive documentation and filings required for each? How do these reviews collectively ensure compliance with applicable laws and regulations, and what concessions might SolarPower and GreenTech need to make to secure approval from these regulatory bodies?', \"What concessions might SolarPower and GreenTech need to make to alleviate concerns about reduced competition and secure approval from the European Commission, and how might these concessions impact the companies' business operations and market position in the EU?\", 'According to the passage, what specific concerns have been raised by regulatory bodies, such as the FTC, regarding the potential impact of the merger on competition and market dominance, and how might concessions address these concerns?', \"What role do covenants play in the merger agreement, particularly in relation to GreenTech's business operations and financial decisions, and how might these covenants influence the need for concessions to secure regulatory approval?\", \"Given the European Commission's review process, what concessions, such as divesting certain business units or assets, might SolarPower and GreenTech need to make to secure approval, and how could these concessions affect the operational synergies and financial projections outlined in the merger agreement?\", \"What role might the maintenance of GreenTech's R&D center as an independent entity play in addressing regulatory concerns about the merger's impact on innovation and competition, and how might this concession influence the European Commission's assessment of the merger's alignment with broader EU policies on market fairness and consumer protection?\", 'Can you enumerate the potential concessions that SolarPower and GreenTech may need to make to secure regulatory approval from the European Commission, such as divesting business units or assets, and how might these concessions impact the overall value of the merger?', \"What measures has SolarPower committed to in order to address concerns about potential layoffs and preserve GreenTech's innovative culture, including the maintenance of GreenTech's R&D center and the honoring of existing employment contracts?\", 'Given the comprehensive due diligence process outlined in the agreement, what specific risks or liabilities do you think SolarPower and GreenTech are trying to mitigate through this process, and how might these efforts impact the overall success of the merger?', 'Can you aggregate the potential benefits of the SolarPower and GreenTech merger, including the reduction in production costs and increase in revenue, and explain how these benefits will be achieved through operational synergies? Additionally, are there any potential drawbacks or challenges that may arise from this merger, and how will they be addressed?', 'How many regulatory bodies are involved in scrutinizing the acquisition, and what are the specific concerns raised by each of them? Can you also outline the steps being taken by SolarPower and GreenTech to address these concerns and ensure compliance with applicable laws and regulations?', 'What are the various components of the merger agreement, such as representations and warranties, indemnification process, covenants, and due diligence process, and how do they collectively contribute to mitigating risks and ensuring a smooth transition post-merger? Are there any specific provisions or clauses that you think are particularly important or noteworthy in this context?', \"What is the expected reduction in production costs and increase in revenue over the next two years as a result of the operational synergies between GreenTech and SolarPower Corporation after the acquisition, and how does this relate to GreenTech's cutting-edge battery technology?\", \"What is the purpose of the covenants agreed upon by SolarPower and GreenTech that restrict GreenTech from incurring new debt, issuing additional shares, or significantly altering business operations without SolarPower's consent prior to the deal's closure, and how do these covenants relate to preserving the value of GreenTech and its cutting-edge battery technology assets during the acquisition process?\", \"How might the acquisition of GreenTech by SolarPower Corporation impact the overall competitiveness of the renewable energy storage market, considering the potential for monopolistic practices and the stifling of innovation, despite the commitment to maintaining GreenTech's R&D center as an independent entity?\", \"In light of the regulatory scrutiny from both the FTC and the European Commission, what concessions or adjustments might SolarPower and GreenTech need to make to secure approval for the merger, and how might these concessions impact the operational synergies and anticipated benefits of combining GreenTech's battery technology with SolarPower's solar panel manufacturing and distribution network?\", \"How many regulatory bodies are involved in reviewing the merger, and can you group the concerns raised by each body, such as the Federal Trade Commission's concerns about potential antitrust issues and the European Commission's evaluation of the merger's impact on the EU market?\", \"Can you count the number of measures taken by SolarPower to mitigate risks and ensure a smooth transition post-merger, such as the $150 million breakup fee, honoring existing employment contracts, and restricting GreenTech from incurring new debt or altering business operations without SolarPower's consent, and explain the significance of each measure in the context of the merger agreement?\", \"Don't you think that the merger agreement's inclusion of a $150 million breakup fee, payable to GreenTech if SolarPower fails to secure regulatory approvals, is an admission of the high risks associated with this deal? How do you assess the risks and benefits of this acquisition, and what are the potential implications for GreenTech's cutting-edge battery technology if the deal falls through?\", 'Given the comprehensive due diligence process outlined in the agreement, what are some potential risks or liabilities that SolarPower may still face post-merger, and how can the company mitigate these risks to ensure a smooth transition and maximize the value of the acquisition?', \"Can you count and list the specific measures that SolarPower and GreenTech have agreed to take in order to mitigate risks and ensure a smooth transition post-merger, such as the breakup fee, employment contracts, and covenants restricting GreenTech's business operations? How do these measures contribute to the overall success of the merger, and what are the potential consequences if these measures are not implemented effectively?\", \"Don't you think that SolarPower's acquisition of GreenTech Inc. is a strategic move to monopolize the renewable energy storage market, potentially stifling competition and innovation, despite the promised operational synergies and benefits to both companies?\", \"How do you perceive the regulatory scrutiny from the Federal Trade Commission (FTC) and the European Commission impacting the merger's success, considering the potential antitrust concerns and the need for concessions to alleviate reduced competition?\", 'What concessions might SolarPower and GreenTech need to make to alleviate concerns about reduced competition and secure approval from regulatory bodies such as the European Commission, and what is the purpose of the $150 million breakup fee included in the merger agreement?', 'How do the covenants and representations outlined in the merger agreement address potential risks and ensure a smooth transition post-merger, and what implications might these have for the future operations of GreenTech and SolarPower?', \"What specific measures has SolarPower committed to in order to address concerns about preserving GreenTech's innovative culture and employment contracts, and what financial protection has been included in the merger agreement for GreenTech in case the deal fails to secure regulatory approvals?\", 'Can you enumerate the potential risks associated with the merger that could impact the EU market, such as reduced competition, market dominance, and stifling innovation, and how do you think the European Commission will address these concerns through the review process?', \"What is the expected outcome of combining GreenTech's battery technology with SolarPower's solar panel manufacturing and distribution network in terms of production costs and revenue over the next two years?\", \"What is the purpose of the covenants agreed upon by SolarPower and GreenTech, and what specific restrictions do they impose on GreenTech's business operations prior to the deal's closure?\", \"Can you count and categorize the different types of commitments and agreements made by SolarPower to GreenTech as part of the merger, such as maintaining GreenTech's R&D center as an independent entity, honoring existing employment contracts, and paying a $150 million breakup fee if the deal falls through? How will these commitments be tracked and enforced, and what are the consequences of failing to meet these commitments? Additionally, can you aggregate the potential risks associated with these commitments, such as the financial risks of paying the breakup fee, and explain how these risks will be mitigated and managed by both parties?\", 'How does the inclusion of the $150 million breakup fee in the merger agreement mitigate financial risks for GreenTech in the event that the deal falls through due to regulatory issues?', \"Can you aggregate the potential risks associated with the merger that are mitigated by the $150 million breakup fee, and how do these risks impact the financial stability of GreenTech in the event of the deal falling through? Consider the context of regulatory approvals, financial risks, and the importance of maintaining GreenTech's innovative culture and employment contracts\", 'How many concessions, such as divesting business units or assets, might SolarPower and GreenTech need to make to alleviate concerns about reduced competition and secure regulatory approvals, considering the breakup fee as a potential financial burden? Please provide examples from the passage to support your answer', 'Can you count the number of regulatory bodies involved in reviewing the merger, including the FTC and the European Commission, and explain how the $150 million breakup fee is related to the regulatory approval process? Additionally, how do the representations, warranties, and covenants in the merger agreement contribute to the overall regulatory compliance strategy of SolarPower and GreenTech', \"What are the potential antitrust concerns raised by the Federal Trade Commission (FTC) regarding the acquisition of GreenTech Inc. by SolarPower Corporation, and how might this impact the deal's approval?\", 'What specific measures have SolarPower and GreenTech agreed to in the merger agreement to mitigate financial risks and ensure a smooth transition post-merger, such as covenants and indemnification processes, and how do these measures address potential regulatory hurdles ahead?', 'How might the detailed representations and warranties, as well as the indemnification process outlined in the merger agreement, protect both parties against potential breaches and ensure compliance with applicable laws, particularly in light of the intense regulatory scrutiny surrounding the transaction?', 'Can you enumerate the potential regulatory hurdles that SolarPower Corporation and GreenTech Inc. may face in the proposed acquisition, and group them into categories such as antitrust concerns, employment contracts, and environmental assessments? How many hurdles are there in each category?', 'How many different regulatory bodies are involved in reviewing the proposed acquisition, and what are the specific concerns or requirements that each body is addressing? Can you aggregate the concerns into a list and count the number of concerns for each regulatory body?', 'What are the various concessions or commitments that SolarPower Corporation and GreenTech Inc. may need to make to secure regulatory approvals, such as divesting business units or maintaining R&D centers? Can you collect and count the number of concessions mentioned in the passage, and group them by type or regulatory body?']\n" + ] + } + ], + "source": [ + "print(relevant_questions)" + ] + }, + { + "cell_type": "markdown", + "id": "a84291bf", + "metadata": {}, + "source": [ + "### Conversational Re-Write" + ] + }, + { + "cell_type": "markdown", + "id": "34e18dbe", + "metadata": {}, + "source": [ + "Third, we make sure that the questions aren't overly specific of have a mechanical connotation by re-writing in more natural conversational tone." + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "7f8a703c", + "metadata": {}, + "outputs": [], + "source": [ + "re_written_questions = []\n", + "\n", + "def process_question(question):\n", + " return generator.conversational_re_write(question, FILE_NAME, CHUNK)['re_written_question']\n", + "\n", + "with concurrent.futures.ThreadPoolExecutor(max_workers=10) as executor:\n", + " re_written_questions = list(executor.map(process_question, relevant_questions))" + ] + }, + { + "cell_type": "markdown", + "id": "a4810572", + "metadata": {}, + "source": [ + "**Prompt for the LLM**\n", + "```\n", + "Your task is to make minor edits to Old_Question if needed to make it sound Conversational.\n", + "- Remove phrases like \"based on the given passage/information...\" by making it a does or what or how or why question.\n", + "- Questions shouldn't have all the identifiers for extracting information, ie, humans are imprecise, assume context is already there.\n", + "\n", + "Old_Question: {question}\n", + "\n", + "\n", + "The following information is from a file with the title \"{file_name}\".\n", + "\n", + "{passage}\n", + "\n", + "\n", + "Answer format - Generate a json with the following fields\n", + "- \"re_written_question\": \n", + "```" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "68c84893", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[\"What's the deal with SolarPower buying GreenTech? How much is it worth and what kind of cost savings and revenue boost are they expecting over the next two years?\",\n", + " \"What concerns has the FTC raised about the merger's impact on the renewable energy storage market, and how might this affect the deal's approval?\",\n", + " \"What covenants did SolarPower and GreenTech agree to, to preserve GreenTech's value and ensure a smooth transition after the merger, and how do these covenants limit GreenTech's actions before the deal is closed?\",\n", + " \"What regulatory bodies are scrutinizing the acquisition of GreenTech Inc. by SolarPower Corporation, and what are their concerns? How many scientists and engineers work at GreenTech's R&D center that SolarPower is committed to maintaining? What's the breakup fee if SolarPower fails to secure regulatory approvals?\",\n", + " 'What types of assessments and audits are part of the due diligence process for the SolarPower and GreenTech merger, and how do they ensure all assets and liabilities are accounted for?',\n", + " \"What's worrying the FTC about SolarPower buying GreenTech, and how could this affect the renewable energy storage market?\",\n", + " \"How is SolarPower addressing concerns about the impact of the merger on GreenTech's R&D center and employees?\",\n", + " \"What's the European Commission's role in reviewing the SolarPower and GreenTech merger, and what concessions might be needed to address competition concerns and comply with EU regulations?\",\n", + " \"What concessions might SolarPower and GreenTech need to make to address EU concerns about reduced competition, and how could these concessions affect GreenTech's R&D priorities going forward?\",\n", + " \"How will the agreement's provisions, such as keeping GreenTech's R&D center independent and restricting its business operations, impact the companies' ability to achieve the merger's benefits while addressing regulatory concerns and ensuring compliance with laws and regulations?\",\n", + " 'How can SolarPower and GreenTech balance the operational synergies from the merger with the need to maintain competition in the renewable energy storage market, and what specific measures can they take to address antitrust concerns while achieving their strategic objectives?',\n", + " \"What concessions might SolarPower and GreenTech need to make to secure European Commission approval, and how could these concessions impact the merger's overall value and strategic rationale?\",\n", + " \"How effective are the covenants and representations and warranties in the merger agreement at mitigating risks and ensuring a smooth transition, and what happens if they're breached or the deal falls through due to regulatory issues?\",\n", + " 'What regulatory bodies are reviewing the SolarPower and GreenTech merger, and what are their main concerns?',\n", + " \"What commitments and concessions has SolarPower made to address concerns about the merger, and how will these impact the deal's success?\",\n", + " 'Could regulatory scrutiny from the FTC and European Commission jeopardize the SolarPower and GreenTech acquisition deal, and what would happen to both companies if it falls through?',\n", + " \"How is SolarPower planning to preserve GreenTech's innovative culture and address concerns about layoffs after the acquisition?\",\n", + " \"What are the key operational synergies expected from the merger between SolarPower Corporation and GreenTech Inc., and how will they impact production costs and revenue over the next two years? What's driving these synergies and what does it mean for their competitiveness in the renewable energy sector?\",\n", + " 'What concessions might SolarPower and GreenTech need to make to alleviate concerns about reduced competition and secure approval for the merger?',\n", + " \"What are the key components of the due diligence process in the merger agreement, and how do they help mitigate risks? How do the representations, warranties, and covenants protect both parties and preserve GreenTech's value?\",\n", + " 'What are the potential benefits of the GreenTech and SolarPower merger, and how will they be achieved through the integration of their technologies and networks?',\n", + " 'How many regulatory bodies are reviewing the SolarPower and GreenTech merger, and what concerns are they addressing? How are the companies responding to these concerns?',\n", + " \"How might the European Commission's review of the SolarPower and GreenTech merger influence the companies' decisions on concessions, and what are some potential examples of these concessions and their impact on the EU market?\",\n", + " \"How can SolarPower Corporation and GreenTech Inc. address antitrust concerns and show that their merger won't stifle competition and innovation in the renewable energy storage market, and what impact might this have on their operational synergies and competitiveness?\",\n", + " \"How will SolarPower's decisions to keep GreenTech's R&D center independent and honor existing employment contracts affect the European Commission's evaluation of the merger's competitiveness and compliance with EU market regulations?\",\n", + " \"How might the European Commission's review of the GreenTech acquisition by SolarPower Corporation impact the EU market in terms of competition and market dominance?\",\n", + " \"How can SolarPower and GreenTech address antitrust concerns and reduce the risk of reduced competition in the renewable energy storage market, and what impact might this have on the acquisition's benefits and structure?\",\n", + " \"What are the potential benefits and drawbacks of the GreenTech acquisition, and how do they impact the deal's overall viability?\",\n", + " \"What are the risks associated with the SolarPower and GreenTech deal, and how are they trying to mitigate them? Can you count the number of potential risks they're addressing through this agreement?\",\n", + " \"What factors will the European Commission consider when reviewing the merger's impact on the EU market, and how can the companies involved ensure compliance with the EU Merger Regulation and address concerns about reduced competition in the renewable energy sector?\",\n", + " \"Won't the acquisition of GreenTech Inc. by SolarPower Corporation create a monopoly in the renewable energy storage market and stifle competition and innovation?\",\n", + " \"How will the European Commission's review of the SolarPower and GreenTech merger impact the EU market, and what concessions might be needed to get approval?\",\n", + " \"How will SolarPower preserve GreenTech's innovative culture after the merger, and what specific steps will they take to implement these measures?\",\n", + " \"What covenants have SolarPower and GreenTech agreed to, to preserve GreenTech's value and ensure a smooth transition after the merger?\",\n", + " \"What's the point of the comprehensive due diligence process in the merger agreement, and what kind of assessments and audits are included to protect GreenTech's assets and liabilities?\",\n", + " 'What concessions might SolarPower and GreenTech need to make to address EU concerns about reduced competition, and how can they ensure these concessions align with EU policies on market fairness and consumer protection while still achieving the benefits of the merger?',\n", + " \"What are the potential risks associated with SolarPower Corporation's acquisition of GreenTech Inc., and how do the companies plan to mitigate them to ensure a smooth transition post-merger?\",\n", + " \"How do the covenants restricting GreenTech's actions preserve its value and ensure a smooth transition after the merger? What specific ways do these covenants protect both parties and facilitate integration?\",\n", + " 'What are the main concerns of regulatory bodies like the Federal Trade Commission and the European Commission regarding the merger, and how are the companies addressing these concerns to ensure approval? What concessions might be required to alleviate concerns about reduced competition?',\n", + " \"Won't the acquisition of GreenTech Inc. by SolarPower Corporation create a monopoly in the renewable energy storage market and stifle competition? How do you address concerns about market dominance and reduced competition in the industry?\",\n", + " 'What are the potential risks and consequences if SolarPower fails to secure regulatory approvals, and how does the $150 million breakup fee help GreenTech in this scenario?',\n", + " \"How might the restrictions on GreenTech's ability to incur new debt, issue shares, or change business operations impact its response to market changes or unexpected financial needs before the deal closes, and what financial risks could arise from these limitations?\",\n", + " \"What concessions might SolarPower and GreenTech need to make to alleviate EU concerns about reduced competition, and how could this impact the merger's structure?\",\n", + " \"What's the breakup fee SolarPower agreed to pay GreenTech if the acquisition falls through, and what's the purpose of this fee?\",\n", + " \"How do the covenants restricting GreenTech's business operations before the deal closes help preserve its value and ensure a smooth transition, and what's the plan for enforcing them?\",\n", + " 'How does the due diligence process in the merger agreement help mitigate risks and ensure accuracy of representations and warranties made by both parties?',\n", + " \"How does SolarPower's commitment to keeping GreenTech's R&D center independent affect the financial risks for GreenTech if the acquisition fails, and what does this mean for regulatory approval?\",\n", + " 'How do the representations, warranties, and indemnification process in the merger agreement protect both parties and ensure accurate financial statements, ultimately contributing to Breakup Fee Mitigation?',\n", + " 'How might concessions like divesting business units or assets impact the Breakup Fee Mitigation strategy, and what should SolarPower and GreenTech consider to minimize financial risks if the deal fails to get regulatory approval?',\n", + " \"What types of risks are being mitigated in the proposed acquisition of GreenTech Inc., and how are they addressed through the breakup fee, representations and warranties, and indemnification process? Can you categorize these risks into financial, operational, and regulatory, and discuss each category's mitigation strategies?\",\n", + " 'How do regulatory bodies like the FTC and European Commission feel about the proposed acquisition, and are their concerns about competition issues valid?',\n", + " \"Are the restrictions on GreenTech prior to the deal's closure, such as not incurring new debt or issuing additional shares, too limiting or necessary to preserve the company's value and ensure a smooth transition post-merger?\",\n", + " 'When would SolarPower have to pay GreenTech a $150 million breakup fee?',\n", + " 'What areas of due diligence are SolarPower and GreenTech focusing on to ensure all assets and liabilities are accurately accounted for before finalizing the transaction?',\n", + " 'How can the due diligence process be tailored to address antitrust concerns and ensure compliance with regulatory requirements in the renewable energy storage market?',\n", + " 'How would you manage the due diligence process for the GreenTech acquisition, considering the need for regulatory approvals from the FTC and European Commission, to mitigate risks and ensure a smooth transaction?',\n", + " 'How would you structure the due diligence process for the GreenTech acquisition to ensure it aligns with EU policies on market fairness and consumer protection, given the complexities of the EU Merger Regulation and potential antitrust concerns?',\n", + " 'What are the potential risks associated with the SolarPower and GreenTech merger, and how are they addressing these concerns to ensure a smooth transition and regulatory approval?',\n", + " 'How many regulatory bodies are reviewing the GreenTech acquisition, and what specific assessments are they conducting as part of the due diligence process?',\n", + " \"What kinds of covenants and agreements are part of the merger deal, and how do they help keep GreenTech's value and make the transition smooth? What happens if these covenants are breached?\",\n", + " \"What's the point of doing a thorough review of GreenTech's intellectual property as part of the merger deal with SolarPower?\",\n", + " \"How is GreenTech's intellectual property portfolio being evaluated as part of the due diligence process?\",\n", + " 'Why is it crucial for SolarPower and GreenTech to accurately account for all assets and liabilities before finalizing the transaction?',\n", + " \"How is the European Commission evaluating the merger's impact on the EU market, and what specific aspects is it reviewing to assess competition and market dominance concerns?\",\n", + " 'What are the key indicators that this acquisition could create a monopoly in the renewable energy storage market, and how might that impact competition and innovation?',\n", + " \"How do SolarPower's commitments to maintain GreenTech's R&D center and honor existing employment contracts address concerns about market dominance, and what does this mean for regulatory approval?\",\n", + " 'What regulatory bodies are reviewing the SolarPower and GreenTech merger, and what concerns are they trying to address? How are the companies addressing these concerns, particularly around competition, market dominance, and consumer protection?',\n", + " 'What specific measures have SolarPower and GreenTech agreed to take to alleviate market dominance concerns, and how will these measures impact the renewable energy sector?',\n", + " \"What concessions could SolarPower and GreenTech offer to alleviate antitrust concerns, and how might these concessions impact the merger's value?\",\n", + " \"What concessions might SolarPower and GreenTech need to make to get regulatory approvals, and how will these impact the merger's success?\",\n", + " \"How effective are the covenants and representations and warranties in the merger agreement at mitigating risks and preserving GreenTech's value, and are there any gaps that need to be addressed?\",\n", + " 'How are SolarPower and GreenTech mitigating financial risks and ensuring a smooth transition after the merger?',\n", + " \"What are the potential risks associated with SolarPower Corporation's acquisition of GreenTech Inc., and how do they impact the deal's closure and the future of both companies? Can you categorize these risks into financial, operational, and competitive risks?\",\n", + " \"What concessions might SolarPower and GreenTech need to make to alleviate concerns about reduced competition and secure regulatory approval? Can you give some examples and how they'd impact the companies' operations and market position?\",\n", + " \"How many regulatory bodies and stakeholders are involved in reviewing the GreenTech acquisition, and what's the impact of their reviews on the deal's timeline and success?\",\n", + " \"How will SolarPower maintain GreenTech's innovative culture, and what commitments have been made regarding the R&D center and employee contracts?\",\n", + " 'What types of operational synergies can be expected from the merger between SolarPower and GreenTech, and how will they be achieved?',\n", + " \"How might the merger between SolarPower and GreenTech impact the renewable energy sector, and what can they do to minimize any negative effects while still achieving their goals and preserving GreenTech's innovative culture?\",\n", + " \"How will GreenTech's research and development center be preserved after the merger with SolarPower, and what guarantees its independence?\",\n", + " 'What steps might SolarPower and GreenTech need to take to get approval from the European Commission and address concerns about reduced competition?',\n", + " 'What other EU policies does the merger need to align with to ensure compliance with the EU Merger Regulation, apart from competition concerns?',\n", + " \"How might the European Commission view SolarPower's commitment to maintaining GreenTech's R&D center as an independent entity? Could this be a positive factor in the merger review process, and why?\",\n", + " 'What concessions will SolarPower and GreenTech likely need to make to address EU concerns about competition, and how will that impact their operations and revenue?',\n", + " 'Who are the key stakeholders involved in the EU review process for the merger between SolarPower and GreenTech, and what are their main interests and concerns? How do these interests intersect and impact compliance with EU regulations, and what are the potential consequences of non-compliance for each group?',\n", + " \"Don't you think the GreenTech acquisition will face major regulatory hurdles in the EU? How can the companies address these concerns to comply with EU regulations?\",\n", + " 'What safeguards are in place to protect GreenTech financially if the merger with SolarPower falls through due to regulatory issues?',\n", + " \"What's the point of the comprehensive due diligence process in the agreement, and what aspects of GreenTech's assets and liabilities are being looked at?\",\n", + " 'How does the $150 million breakup fee affect the financial risks for GreenTech, and what impact might it have on the negotiations between SolarPower and GreenTech given the antitrust concerns raised by the FTC?',\n", + " 'How do the representations, warranties, and indemnification process in the agreement protect both parties against potential breaches, and can you give an example of a scenario where these provisions might be triggered?',\n", + " \"What financial risks are being mitigated in the proposed acquisition of GreenTech Inc. by SolarPower Corporation, and how are they being addressed? Are there any other types of financial risks that should be considered, and how would you propose mitigating them? For example, what's in place to prevent the deal from falling through, and how are potential breaches of representations and warranties being protected against? What's being done to preserve GreenTech's value and ensure a smooth transition post-merger?\",\n", + " 'What regulatory bodies are reviewing the SolarPower and GreenTech acquisition, and what are their main concerns? How might the companies address these concerns, and what concessions might they need to make? What are the potential implications for the companies involved?',\n", + " 'How does the proposed acquisition of GreenTech by SolarPower minimize potential financial losses for both parties? What role do the $150 million breakup fee, covenants, and representations and warranties play in mitigating financial risks? Are there any other structural elements that are effective in minimizing financial risks? What are the potential implications for the companies involved, and are there other ways to structure the acquisition to further minimize financial risks?',\n", + " 'How can SolarPower and GreenTech ensure EU approval of their merger, and what concessions might they need to make to address concerns about market fairness and consumer protection?',\n", + " 'How many regulatory bodies are reviewing the proposed acquisition of GreenTech Inc. by SolarPower Corporation, and what are their main concerns about the merger?',\n", + " 'How would you demonstrate that the merger aligns with EU policies on market fairness and consumer protection, and what concessions would you consider making to alleviate concerns about reduced competition in the EU market?',\n", + " \"How do the restrictions on GreenTech's actions before the deal is closed help preserve its value and ensure a smooth transition after the merger? What specific restrictions are mentioned and why are they important for the merger's success?\",\n", + " 'What regulatory reviews and approvals are needed for the SolarPower and GreenTech merger, and what concessions might they have to make to get approved?',\n", + " 'What concessions might SolarPower and GreenTech need to make to alleviate EU concerns about reduced competition, and how might these concessions impact their business operations and market position?',\n", + " \"What concerns have regulatory bodies like the FTC raised about the merger's impact on competition, and how might concessions address these concerns?\",\n", + " \"How do covenants in the merger agreement impact GreenTech's business operations and financial decisions, and what concessions might be needed to get regulatory approval?\",\n", + " 'What concessions might SolarPower and GreenTech need to make to secure European Commission approval, and how could these concessions affect their operational synergies and financial projections?',\n", + " \"How does keeping GreenTech's R&D center independent address regulatory concerns about innovation and competition, and what impact might this have on the European Commission's assessment of the merger's alignment with EU policies on market fairness and consumer protection?\",\n", + " \"What concessions might SolarPower and GreenTech need to make to get regulatory approval from the European Commission, and how could these concessions affect the merger's value?\",\n", + " \"How is SolarPower addressing concerns about layoffs and preserving GreenTech's innovative culture after the acquisition?\",\n", + " \"What specific risks or liabilities are SolarPower and GreenTech trying to mitigate through their comprehensive due diligence process, and how might these efforts impact the merger's success?\",\n", + " 'What are the potential benefits and drawbacks of the SolarPower and GreenTech merger, and how will they be achieved or addressed through operational synergies and regulatory compliance?',\n", + " 'What regulatory bodies are scrutinizing the SolarPower and GreenTech acquisition, and what concerns do they have? How are the companies addressing these concerns to ensure compliance with laws and regulations?',\n", + " 'What are the key components of the merger agreement between SolarPower and GreenTech, and how do they help mitigate risks and ensure a smooth transition? Are there any specific provisions that stand out as particularly important?',\n", + " \"How will the acquisition of GreenTech by SolarPower Corporation impact production costs and revenue over the next two years, and what role will GreenTech's battery technology play in this?\",\n", + " \"What's the point of the covenants between SolarPower and GreenTech that limit GreenTech's actions before the deal is closed, and how do they help preserve GreenTech's value and its battery technology assets during the acquisition process?\",\n", + " \"How could SolarPower's acquisition of GreenTech affect the competitiveness of the renewable energy storage market, and might it stifle innovation despite keeping GreenTech's R&D center independent?\",\n", + " 'What concessions might SolarPower and GreenTech need to make to get their merger approved, and how could these concessions affect the benefits of combining their technologies and operations?',\n", + " 'How many regulatory bodies are reviewing the merger, and what concerns has each raised, such as antitrust issues or impact on the EU market?',\n", + " 'What measures has SolarPower taken to mitigate risks and ensure a smooth transition post-merger, and why are they significant in the context of the merger agreement with GreenTech?',\n", + " \"Does the $150 million breakup fee in the merger agreement imply that SolarPower is uncertain about securing regulatory approvals? What are the potential implications for GreenTech's battery technology if the deal falls through, and how do you assess the overall risks and benefits of this acquisition?\",\n", + " \"What potential risks or liabilities might SolarPower still face after the merger, and how can they mitigate these risks to ensure a smooth transition and maximize the acquisition's value?\",\n", + " \"What specific measures have SolarPower and GreenTech agreed to take to mitigate risks and ensure a smooth transition post-merger, and how will these measures contribute to the overall success of the merger? What are the potential consequences if these measures aren't implemented effectively?\",\n", + " \"Does SolarPower's acquisition of GreenTech Inc. risk stifling competition and innovation in the renewable energy storage market, despite promised benefits to both companies?\",\n", + " \"How will regulatory scrutiny from the FTC and European Commission impact the merger's success, given the potential antitrust concerns and need for concessions to alleviate reduced competition?\",\n", + " \"What concessions might SolarPower and GreenTech need to make to alleviate concerns about reduced competition, and what's the purpose of the $150 million breakup fee in their merger agreement?\",\n", + " 'How do the covenants and representations in the merger agreement address potential risks and ensure a smooth transition for GreenTech and SolarPower after the merger, and what are the implications for their future operations?',\n", + " \"How is SolarPower planning to preserve GreenTech's innovative culture and protect its employees, and what financial safeguards are in place if the merger fails to get regulatory approval?\",\n", + " 'What are the potential risks of the GreenTech merger to the EU market, and how will the European Commission address them in its review process?',\n", + " \"What's the expected impact on production costs and revenue over the next two years if GreenTech's battery technology is combined with SolarPower's solar panel manufacturing and distribution network?\",\n", + " \"What's the purpose of the covenants between SolarPower and GreenTech, and how do they restrict GreenTech's business operations before the deal closes?\",\n", + " 'What commitments has SolarPower made to GreenTech as part of the merger, and how will they be tracked and enforced? What are the potential risks associated with these commitments, and how will they be mitigated and managed by both parties?',\n", + " 'How does the $150 million breakup fee protect GreenTech if the merger falls through due to regulatory issues?',\n", + " \"What risks does the $150 million breakup fee mitigate for GreenTech if the merger falls through, and how might these risks impact the company's financial stability?\",\n", + " 'What concessions might SolarPower and GreenTech need to make to alleviate concerns about reduced competition and secure regulatory approvals, considering the potential financial burden of the breakup fee?',\n", + " \"How many regulatory bodies are reviewing the SolarPower and GreenTech merger, and what's the deal with the $150 million breakup fee? How do the representations, warranties, and covenants in the merger agreement help with regulatory compliance?\",\n", + " \"What antitrust concerns does the FTC have about SolarPower's acquisition of GreenTech, and how might this affect the deal's approval?\",\n", + " 'How are SolarPower and GreenTech addressing financial risks and regulatory hurdles in their merger agreement, and what specific measures have they agreed to for a smooth transition post-merger?',\n", + " \"How do the merger agreement's representations and warranties, as well as its indemnification process, protect both parties from potential breaches and ensure compliance with laws, given the intense regulatory scrutiny surrounding the deal?\",\n", + " 'What regulatory hurdles might SolarPower Corporation and GreenTech Inc. face in their proposed acquisition, and how do they categorize into antitrust concerns, employment contracts, and environmental assessments?',\n", + " 'How many regulatory bodies are reviewing the proposed acquisition of GreenTech Inc. by SolarPower Corporation, and what are their specific concerns? Can you list and count the concerns for each body?',\n", + " 'What concessions might SolarPower Corporation and GreenTech Inc. have to make to get regulatory approvals for their merger, and how many of these concessions are mentioned in the passage, grouped by type or regulatory body?']" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "re_written_questions" + ] + }, + { + "cell_type": "markdown", + "id": "d5fd176e", + "metadata": {}, + "source": [ + "### Intelligence Filter\n", + "\n", + "Lastly - we ensure that the questions getting asked are not pedantic, or basic." + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "06b38448", + "metadata": {}, + "outputs": [], + "source": [ + "intelligent_question_filter = Intelligent_Question_Filter()" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "7042ff86", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Processed Question: What's the European Commission's role in reviewing the SolarPower and GreenTech merger, and what concessions might be needed to address competition concerns and comply with EU regulations?\n", + "Processed Question: What concessions might SolarPower and GreenTech need to make to address EU concerns about reduced competition, and how could these concessions affect GreenTech's R&D priorities going forward?\n", + "Processed Question: What's worrying the FTC about SolarPower buying GreenTech, and how could this affect the renewable energy storage market?\n", + "Processed Question: What regulatory bodies are scrutinizing the acquisition of GreenTech Inc. by SolarPower Corporation, and what are their concerns? How many scientists and engineers work at GreenTech's R&D center that SolarPower is committed to maintaining? What's the breakup fee if SolarPower fails to secure regulatory approvals?\n", + "Processed Question: What's the deal with SolarPower buying GreenTech? How much is it worth and what kind of cost savings and revenue boost are they expecting over the next two years?\n", + "Processed Question: What types of assessments and audits are part of the due diligence process for the SolarPower and GreenTech merger, and how do they ensure all assets and liabilities are accounted for?\n", + "Processed Question: How will the agreement's provisions, such as keeping GreenTech's R&D center independent and restricting its business operations, impact the companies' ability to achieve the merger's benefits while addressing regulatory concerns and ensuring compliance with laws and regulations?\n", + "Processed Question: What are the potential benefits of the GreenTech and SolarPower merger, and how will they be achieved through the integration of their technologies and networks?\n", + "Processed Question: How might the European Commission's review of the SolarPower and GreenTech merger influence the companies' decisions on concessions, and what are some potential examples of these concessions and their impact on the EU market?\n", + "Processed Question: What commitments and concessions has SolarPower made to address concerns about the merger, and how will these impact the deal's success?\n", + "Processed Question: How is SolarPower addressing concerns about the impact of the merger on GreenTech's R&D center and employees?\n", + "Processed Question: What are the key operational synergies expected from the merger between SolarPower Corporation and GreenTech Inc., and how will they impact production costs and revenue over the next two years? What's driving these synergies and what does it mean for their competitiveness in the renewable energy sector?\n", + "Processed Question: What covenants did SolarPower and GreenTech agree to, to preserve GreenTech's value and ensure a smooth transition after the merger, and how do these covenants limit GreenTech's actions before the deal is closed?\n", + "Processed Question: What covenants have SolarPower and GreenTech agreed to, to preserve GreenTech's value and ensure a smooth transition after the merger?\n", + "Processed Question: What concessions might SolarPower and GreenTech need to make to alleviate EU concerns about reduced competition, and how could this impact the merger's structure?\n", + "Processed Question: What concessions might SolarPower and GreenTech need to make to address EU concerns about reduced competition, and how can they ensure these concessions align with EU policies on market fairness and consumer protection while still achieving the benefits of the merger?\n", + "Processed Question: What's the point of the comprehensive due diligence process in the merger agreement, and what kind of assessments and audits are included to protect GreenTech's assets and liabilities?\n", + "Processed Question: What are the potential risks associated with SolarPower Corporation's acquisition of GreenTech Inc., and how do the companies plan to mitigate them to ensure a smooth transition post-merger?\n", + "Processed Question: Won't the acquisition of GreenTech Inc. by SolarPower Corporation create a monopoly in the renewable energy storage market and stifle competition? How do you address concerns about market dominance and reduced competition in the industry?\n", + "Processed Question: How do the covenants restricting GreenTech's actions preserve its value and ensure a smooth transition after the merger? What specific ways do these covenants protect both parties and facilitate integration?\n", + "Processed Question: What are the potential risks and consequences if SolarPower fails to secure regulatory approvals, and how does the $150 million breakup fee help GreenTech in this scenario?\n", + "Processed Question: How might the restrictions on GreenTech's ability to incur new debt, issue shares, or change business operations impact its response to market changes or unexpected financial needs before the deal closes, and what financial risks could arise from these limitations?\n", + "Processed Question: What's the breakup fee SolarPower agreed to pay GreenTech if the acquisition falls through, and what's the purpose of this fee?\n", + "Processed Question: What are the main concerns of regulatory bodies like the Federal Trade Commission and the European Commission regarding the merger, and how are the companies addressing these concerns to ensure approval? What concessions might be required to alleviate concerns about reduced competition?\n", + "Processed Question: How do the covenants restricting GreenTech's business operations before the deal closes help preserve its value and ensure a smooth transition, and what's the plan for enforcing them?\n", + "Processed Question: How does the due diligence process in the merger agreement help mitigate risks and ensure accuracy of representations and warranties made by both parties?\n", + "Processed Question: How do regulatory bodies like the FTC and European Commission feel about the proposed acquisition, and are their concerns about competition issues valid?\n", + "Processed Question: How would you manage the due diligence process for the GreenTech acquisition, considering the need for regulatory approvals from the FTC and European Commission, to mitigate risks and ensure a smooth transaction?\n", + "Processed Question: How can the due diligence process be tailored to address antitrust concerns and ensure compliance with regulatory requirements in the renewable energy storage market?\n", + "Processed Question: How do the representations, warranties, and indemnification process in the merger agreement protect both parties and ensure accurate financial statements, ultimately contributing to Breakup Fee Mitigation?\n", + "Processed Question: How might concessions like divesting business units or assets impact the Breakup Fee Mitigation strategy, and what should SolarPower and GreenTech consider to minimize financial risks if the deal fails to get regulatory approval?\n", + "Processed Question: What areas of due diligence are SolarPower and GreenTech focusing on to ensure all assets and liabilities are accurately accounted for before finalizing the transaction?\n", + "Processed Question: What types of risks are being mitigated in the proposed acquisition of GreenTech Inc., and how are they addressed through the breakup fee, representations and warranties, and indemnification process? Can you categorize these risks into financial, operational, and regulatory, and discuss each category's mitigation strategies?\n", + "Processed Question: When would SolarPower have to pay GreenTech a $150 million breakup fee?\n", + "Processed Question: How would you structure the due diligence process for the GreenTech acquisition to ensure it aligns with EU policies on market fairness and consumer protection, given the complexities of the EU Merger Regulation and potential antitrust concerns?\n", + "Processed Question: Are the restrictions on GreenTech prior to the deal's closure, such as not incurring new debt or issuing additional shares, too limiting or necessary to preserve the company's value and ensure a smooth transition post-merger?\n", + "Processed Question: What are the potential risks associated with the SolarPower and GreenTech merger, and how are they addressing these concerns to ensure a smooth transition and regulatory approval?\n", + "Processed Question: What's the point of doing a thorough review of GreenTech's intellectual property as part of the merger deal with SolarPower?\n", + "Processed Question: What kinds of covenants and agreements are part of the merger deal, and how do they help keep GreenTech's value and make the transition smooth? What happens if these covenants are breached?\n", + "Processed Question: What are the key indicators that this acquisition could create a monopoly in the renewable energy storage market, and how might that impact competition and innovation?\n", + "Processed Question: How is GreenTech's intellectual property portfolio being evaluated as part of the due diligence process?\n", + "Processed Question: What specific measures have SolarPower and GreenTech agreed to take to alleviate market dominance concerns, and how will these measures impact the renewable energy sector?\n", + "Processed Question: How is the European Commission evaluating the merger's impact on the EU market, and what specific aspects is it reviewing to assess competition and market dominance concerns?\n", + "Processed Question: How do SolarPower's commitments to maintain GreenTech's R&D center and honor existing employment contracts address concerns about market dominance, and what does this mean for regulatory approval?\n", + "Processed Question: What regulatory bodies are reviewing the SolarPower and GreenTech merger, and what concerns are they trying to address? How are the companies addressing these concerns, particularly around competition, market dominance, and consumer protection?\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Processed Question: How many regulatory bodies are reviewing the GreenTech acquisition, and what specific assessments are they conducting as part of the due diligence process?\n", + "Processed Question: What concessions could SolarPower and GreenTech offer to alleviate antitrust concerns, and how might these concessions impact the merger's value?\n", + "Processed Question: What concessions might SolarPower and GreenTech need to make to get regulatory approvals, and how will these impact the merger's success?\n", + "Processed Question: How are SolarPower and GreenTech mitigating financial risks and ensuring a smooth transition after the merger?\n", + "Processed Question: What concessions might SolarPower and GreenTech need to make to alleviate concerns about reduced competition and secure regulatory approval? Can you give some examples and how they'd impact the companies' operations and market position?\n", + "Processed Question: What are the potential risks associated with SolarPower Corporation's acquisition of GreenTech Inc., and how do they impact the deal's closure and the future of both companies? Can you categorize these risks into financial, operational, and competitive risks?\n", + "Processed Question: How many regulatory bodies and stakeholders are involved in reviewing the GreenTech acquisition, and what's the impact of their reviews on the deal's timeline and success?\n", + "Processed Question: How will SolarPower maintain GreenTech's innovative culture, and what commitments have been made regarding the R&D center and employee contracts?\n", + "Processed Question: How might the merger between SolarPower and GreenTech impact the renewable energy sector, and what can they do to minimize any negative effects while still achieving their goals and preserving GreenTech's innovative culture?\n", + "Processed Question: How will GreenTech's research and development center be preserved after the merger with SolarPower, and what guarantees its independence?\n", + "Processed Question: How effective are the covenants and representations and warranties in the merger agreement at mitigating risks and preserving GreenTech's value, and are there any gaps that need to be addressed?\n", + "Processed Question: What steps might SolarPower and GreenTech need to take to get approval from the European Commission and address concerns about reduced competition?\n", + "Processed Question: What other EU policies does the merger need to align with to ensure compliance with the EU Merger Regulation, apart from competition concerns?\n", + "Processed Question: What concerns has the FTC raised about the merger's impact on the renewable energy storage market, and how might this affect the deal's approval?\n", + "Processed Question: How might the European Commission view SolarPower's commitment to maintaining GreenTech's R&D center as an independent entity? Could this be a positive factor in the merger review process, and why?\n", + "Processed Question: What concessions will SolarPower and GreenTech likely need to make to address EU concerns about competition, and how will that impact their operations and revenue?\n", + "Processed Question: Who are the key stakeholders involved in the EU review process for the merger between SolarPower and GreenTech, and what are their main interests and concerns? How do these interests intersect and impact compliance with EU regulations, and what are the potential consequences of non-compliance for each group?\n", + "Processed Question: Don't you think the GreenTech acquisition will face major regulatory hurdles in the EU? How can the companies address these concerns to comply with EU regulations?\n", + "Processed Question: What safeguards are in place to protect GreenTech financially if the merger with SolarPower falls through due to regulatory issues?\n", + "Processed Question: What are the potential benefits and drawbacks of the GreenTech acquisition, and how do they impact the deal's overall viability?\n", + "Processed Question: Could regulatory scrutiny from the FTC and European Commission jeopardize the SolarPower and GreenTech acquisition deal, and what would happen to both companies if it falls through?\n", + "Processed Question: What's the point of the comprehensive due diligence process in the agreement, and what aspects of GreenTech's assets and liabilities are being looked at?\n", + "Processed Question: How does the $150 million breakup fee affect the financial risks for GreenTech, and what impact might it have on the negotiations between SolarPower and GreenTech given the antitrust concerns raised by the FTC?\n", + "Processed Question: How do the representations, warranties, and indemnification process in the agreement protect both parties against potential breaches, and can you give an example of a scenario where these provisions might be triggered?\n", + "Processed Question: How will SolarPower preserve GreenTech's innovative culture after the merger, and what specific steps will they take to implement these measures?\n", + "Processed Question: How effective are the covenants and representations and warranties in the merger agreement at mitigating risks and ensuring a smooth transition, and what happens if they're breached or the deal falls through due to regulatory issues?\n", + "Processed Question: What are the key components of the due diligence process in the merger agreement, and how do they help mitigate risks? How do the representations, warranties, and covenants protect both parties and preserve GreenTech's value?\n", + "Processed Question: How can SolarPower and GreenTech balance the operational synergies from the merger with the need to maintain competition in the renewable energy storage market, and what specific measures can they take to address antitrust concerns while achieving their strategic objectives?\n", + "Processed Question: How can SolarPower and GreenTech address antitrust concerns and reduce the risk of reduced competition in the renewable energy storage market, and what impact might this have on the acquisition's benefits and structure?\n", + "Processed Question: What concessions might SolarPower and GreenTech need to make to alleviate concerns about reduced competition and secure approval for the merger?\n", + "Processed Question: What regulatory bodies are reviewing the SolarPower and GreenTech merger, and what are their main concerns?\n", + "Processed Question: How might the European Commission's review of the GreenTech acquisition by SolarPower Corporation impact the EU market in terms of competition and market dominance?\n", + "Processed Question: How is SolarPower planning to preserve GreenTech's innovative culture and address concerns about layoffs after the acquisition?\n", + "Processed Question: Won't the acquisition of GreenTech Inc. by SolarPower Corporation create a monopoly in the renewable energy storage market and stifle competition and innovation?\n", + "Processed Question: How many regulatory bodies are reviewing the SolarPower and GreenTech merger, and what concerns are they addressing? How are the companies responding to these concerns?\n", + "Processed Question: How will the European Commission's review of the SolarPower and GreenTech merger impact the EU market, and what concessions might be needed to get approval?\n", + "Processed Question: How can SolarPower Corporation and GreenTech Inc. address antitrust concerns and show that their merger won't stifle competition and innovation in the renewable energy storage market, and what impact might this have on their operational synergies and competitiveness?\n", + "Processed Question: What are the risks associated with the SolarPower and GreenTech deal, and how are they trying to mitigate them? Can you count the number of potential risks they're addressing through this agreement?\n", + "Processed Question: What concessions might SolarPower and GreenTech need to make to secure European Commission approval, and how could these concessions impact the merger's overall value and strategic rationale?\n", + "Processed Question: How will SolarPower's decisions to keep GreenTech's R&D center independent and honor existing employment contracts affect the European Commission's evaluation of the merger's competitiveness and compliance with EU market regulations?\n", + "Processed Question: What factors will the European Commission consider when reviewing the merger's impact on the EU market, and how can the companies involved ensure compliance with the EU Merger Regulation and address concerns about reduced competition in the renewable energy sector?\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Processed Question: How does SolarPower's commitment to keeping GreenTech's R&D center independent affect the financial risks for GreenTech if the acquisition fails, and what does this mean for regulatory approval?\n", + "Processed Question: What regulatory bodies are reviewing the SolarPower and GreenTech acquisition, and what are their main concerns? How might the companies address these concerns, and what concessions might they need to make? What are the potential implications for the companies involved?\n", + "Processed Question: How does the proposed acquisition of GreenTech by SolarPower minimize potential financial losses for both parties? What role do the $150 million breakup fee, covenants, and representations and warranties play in mitigating financial risks? Are there any other structural elements that are effective in minimizing financial risks? What are the potential implications for the companies involved, and are there other ways to structure the acquisition to further minimize financial risks?\n", + "Processed Question: How can SolarPower and GreenTech ensure EU approval of their merger, and what concessions might they need to make to address concerns about market fairness and consumer protection?\n", + "Processed Question: How many regulatory bodies are reviewing the proposed acquisition of GreenTech Inc. by SolarPower Corporation, and what are their main concerns about the merger?\n", + "Processed Question: How would you demonstrate that the merger aligns with EU policies on market fairness and consumer protection, and what concessions would you consider making to alleviate concerns about reduced competition in the EU market?\n", + "Processed Question: How do the restrictions on GreenTech's actions before the deal is closed help preserve its value and ensure a smooth transition after the merger? What specific restrictions are mentioned and why are they important for the merger's success?\n", + "Processed Question: What regulatory reviews and approvals are needed for the SolarPower and GreenTech merger, and what concessions might they have to make to get approved?\n", + "Processed Question: What concerns have regulatory bodies like the FTC raised about the merger's impact on competition, and how might concessions address these concerns?\n", + "Processed Question: What types of operational synergies can be expected from the merger between SolarPower and GreenTech, and how will they be achieved?\n", + "Processed Question: How do covenants in the merger agreement impact GreenTech's business operations and financial decisions, and what concessions might be needed to get regulatory approval?\n", + "Processed Question: What concessions might SolarPower and GreenTech need to make to alleviate EU concerns about reduced competition, and how might these concessions impact their business operations and market position?\n", + "Processed Question: Why is it crucial for SolarPower and GreenTech to accurately account for all assets and liabilities before finalizing the transaction?\n", + "Processed Question: What concessions might SolarPower and GreenTech need to make to secure European Commission approval, and how could these concessions affect their operational synergies and financial projections?\n", + "Processed Question: How does keeping GreenTech's R&D center independent address regulatory concerns about innovation and competition, and what impact might this have on the European Commission's assessment of the merger's alignment with EU policies on market fairness and consumer protection?\n", + "Processed Question: What concessions might SolarPower and GreenTech need to make to get regulatory approval from the European Commission, and how could these concessions affect the merger's value?\n", + "Processed Question: What financial risks are being mitigated in the proposed acquisition of GreenTech Inc. by SolarPower Corporation, and how are they being addressed? Are there any other types of financial risks that should be considered, and how would you propose mitigating them? For example, what's in place to prevent the deal from falling through, and how are potential breaches of representations and warranties being protected against? What's being done to preserve GreenTech's value and ensure a smooth transition post-merger?\n", + "Processed Question: What are the key components of the merger agreement between SolarPower and GreenTech, and how do they help mitigate risks and ensure a smooth transition? Are there any specific provisions that stand out as particularly important?\n", + "Processed Question: How could SolarPower's acquisition of GreenTech affect the competitiveness of the renewable energy storage market, and might it stifle innovation despite keeping GreenTech's R&D center independent?\n", + "Processed Question: What regulatory bodies are scrutinizing the SolarPower and GreenTech acquisition, and what concerns do they have? How are the companies addressing these concerns to ensure compliance with laws and regulations?\n", + "Processed Question: What's the point of the covenants between SolarPower and GreenTech that limit GreenTech's actions before the deal is closed, and how do they help preserve GreenTech's value and its battery technology assets during the acquisition process?\n", + "Processed Question: What are the potential benefits and drawbacks of the SolarPower and GreenTech merger, and how will they be achieved or addressed through operational synergies and regulatory compliance?\n", + "Processed Question: What potential risks or liabilities might SolarPower still face after the merger, and how can they mitigate these risks to ensure a smooth transition and maximize the acquisition's value?\n", + "Processed Question: What's the expected impact on production costs and revenue over the next two years if GreenTech's battery technology is combined with SolarPower's solar panel manufacturing and distribution network?\n", + "Processed Question: What specific measures have SolarPower and GreenTech agreed to take to mitigate risks and ensure a smooth transition post-merger, and how will these measures contribute to the overall success of the merger? What are the potential consequences if these measures aren't implemented effectively?\n", + "Processed Question: What specific risks or liabilities are SolarPower and GreenTech trying to mitigate through their comprehensive due diligence process, and how might these efforts impact the merger's success?\n", + "Processed Question: How many regulatory bodies are reviewing the merger, and what concerns has each raised, such as antitrust issues or impact on the EU market?\n", + "Processed Question: How do the covenants and representations in the merger agreement address potential risks and ensure a smooth transition for GreenTech and SolarPower after the merger, and what are the implications for their future operations?\n", + "Processed Question: How is SolarPower planning to preserve GreenTech's innovative culture and protect its employees, and what financial safeguards are in place if the merger fails to get regulatory approval?\n", + "Processed Question: What are the potential risks of the GreenTech merger to the EU market, and how will the European Commission address them in its review process?\n", + "Processed Question: How will the acquisition of GreenTech by SolarPower Corporation impact production costs and revenue over the next two years, and what role will GreenTech's battery technology play in this?\n", + "Processed Question: Does the $150 million breakup fee in the merger agreement imply that SolarPower is uncertain about securing regulatory approvals? What are the potential implications for GreenTech's battery technology if the deal falls through, and how do you assess the overall risks and benefits of this acquisition?\n", + "Processed Question: What commitments has SolarPower made to GreenTech as part of the merger, and how will they be tracked and enforced? What are the potential risks associated with these commitments, and how will they be mitigated and managed by both parties?\n", + "Processed Question: Does SolarPower's acquisition of GreenTech Inc. risk stifling competition and innovation in the renewable energy storage market, despite promised benefits to both companies?\n", + "Processed Question: How does the $150 million breakup fee protect GreenTech if the merger falls through due to regulatory issues?\n", + "Processed Question: How will regulatory scrutiny from the FTC and European Commission impact the merger's success, given the potential antitrust concerns and need for concessions to alleviate reduced competition?\n", + "Processed Question: What concessions might SolarPower and GreenTech need to make to alleviate concerns about reduced competition and secure regulatory approvals, considering the potential financial burden of the breakup fee?\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Processed Question: What risks does the $150 million breakup fee mitigate for GreenTech if the merger falls through, and how might these risks impact the company's financial stability?\n", + "Processed Question: What concessions might SolarPower and GreenTech need to make to get their merger approved, and how could these concessions affect the benefits of combining their technologies and operations?\n", + "Processed Question: How many regulatory bodies are reviewing the SolarPower and GreenTech merger, and what's the deal with the $150 million breakup fee? How do the representations, warranties, and covenants in the merger agreement help with regulatory compliance?\n", + "Processed Question: How is SolarPower addressing concerns about layoffs and preserving GreenTech's innovative culture after the acquisition?\n", + "Processed Question: What concessions might SolarPower and GreenTech need to make to alleviate concerns about reduced competition, and what's the purpose of the $150 million breakup fee in their merger agreement?\n", + "Processed Question: What's the purpose of the covenants between SolarPower and GreenTech, and how do they restrict GreenTech's business operations before the deal closes?\n", + "Processed Question: What measures has SolarPower taken to mitigate risks and ensure a smooth transition post-merger, and why are they significant in the context of the merger agreement with GreenTech?\n", + "Processed Question: What antitrust concerns does the FTC have about SolarPower's acquisition of GreenTech, and how might this affect the deal's approval?\n", + "Processed Question: How do the merger agreement's representations and warranties, as well as its indemnification process, protect both parties from potential breaches and ensure compliance with laws, given the intense regulatory scrutiny surrounding the deal?\n", + "Processed Question: What regulatory hurdles might SolarPower Corporation and GreenTech Inc. face in their proposed acquisition, and how do they categorize into antitrust concerns, employment contracts, and environmental assessments?\n", + "Processed Question: How are SolarPower and GreenTech addressing financial risks and regulatory hurdles in their merger agreement, and what specific measures have they agreed to for a smooth transition post-merger?\n", + "Processed Question: How many regulatory bodies are reviewing the proposed acquisition of GreenTech Inc. by SolarPower Corporation, and what are their specific concerns? Can you list and count the concerns for each body?\n", + "Processed Question: What concessions might SolarPower Corporation and GreenTech Inc. have to make to get regulatory approvals for their merger, and how many of these concessions are mentioned in the passage, grouped by type or regulatory body?\n" + ] + } + ], + "source": [ + "questions = []\n", + "\n", + "def filter_question(question):\n", + " filter_flag = intelligent_question_filter.execute(question, FILE_NAME, CHUNK)\n", + " if filter_flag['Type_of_question'] == \"Type_A\":\n", + " print(\"Processed Question: \"+ question)\n", + " return question\n", + " return None\n", + "\n", + "with concurrent.futures.ThreadPoolExecutor() as executor:\n", + " filtered_questions = list(executor.map(filter_question, re_written_questions))\n", + "\n", + "questions = [q for q in filtered_questions if q is not None]" + ] + }, + { + "cell_type": "markdown", + "id": "4b84d482", + "metadata": {}, + "source": [ + "**Prompt for the LLM**\n", + "```\n", + "You are in iritated teacher. Classify a student's question in the following types.\n", + "- Type_A: A question with which student extracts valuable insights, data points, or information.\n", + "- Type_B: A pedantic or a general knowledge question.\n", + "- Type_C: It would be hard to identify the subject of the conversation without the information in the passage. These types of questions are missing proper nouns.\n", + "\n", + "Question: {question}\n", + "\n", + "\n", + "The following information is from a file with the title \"{file_name}\".\n", + "\n", + "{passage}\n", + "\n", + "\n", + "Answer Format - Generate a json with the following fields\n", + "- \"Type_of_question\": \n", + "```" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "ea64d887", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Filtered 0 questions\n" + ] + } + ], + "source": [ + "print(\"Filtered {} questions\".format(len(questions) - len(re_written_questions)))" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "afae2444", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[\"What's the deal with SolarPower buying GreenTech? How much is it worth and what kind of cost savings and revenue boost are they expecting over the next two years?\",\n", + " \"What concerns has the FTC raised about the merger's impact on the renewable energy storage market, and how might this affect the deal's approval?\",\n", + " \"What covenants did SolarPower and GreenTech agree to, to preserve GreenTech's value and ensure a smooth transition after the merger, and how do these covenants limit GreenTech's actions before the deal is closed?\",\n", + " \"What regulatory bodies are scrutinizing the acquisition of GreenTech Inc. by SolarPower Corporation, and what are their concerns? How many scientists and engineers work at GreenTech's R&D center that SolarPower is committed to maintaining? What's the breakup fee if SolarPower fails to secure regulatory approvals?\",\n", + " 'What types of assessments and audits are part of the due diligence process for the SolarPower and GreenTech merger, and how do they ensure all assets and liabilities are accounted for?',\n", + " \"What's worrying the FTC about SolarPower buying GreenTech, and how could this affect the renewable energy storage market?\",\n", + " \"How is SolarPower addressing concerns about the impact of the merger on GreenTech's R&D center and employees?\",\n", + " \"What's the European Commission's role in reviewing the SolarPower and GreenTech merger, and what concessions might be needed to address competition concerns and comply with EU regulations?\",\n", + " \"What concessions might SolarPower and GreenTech need to make to address EU concerns about reduced competition, and how could these concessions affect GreenTech's R&D priorities going forward?\",\n", + " \"How will the agreement's provisions, such as keeping GreenTech's R&D center independent and restricting its business operations, impact the companies' ability to achieve the merger's benefits while addressing regulatory concerns and ensuring compliance with laws and regulations?\",\n", + " 'How can SolarPower and GreenTech balance the operational synergies from the merger with the need to maintain competition in the renewable energy storage market, and what specific measures can they take to address antitrust concerns while achieving their strategic objectives?',\n", + " \"What concessions might SolarPower and GreenTech need to make to secure European Commission approval, and how could these concessions impact the merger's overall value and strategic rationale?\",\n", + " \"How effective are the covenants and representations and warranties in the merger agreement at mitigating risks and ensuring a smooth transition, and what happens if they're breached or the deal falls through due to regulatory issues?\",\n", + " 'What regulatory bodies are reviewing the SolarPower and GreenTech merger, and what are their main concerns?',\n", + " \"What commitments and concessions has SolarPower made to address concerns about the merger, and how will these impact the deal's success?\",\n", + " 'Could regulatory scrutiny from the FTC and European Commission jeopardize the SolarPower and GreenTech acquisition deal, and what would happen to both companies if it falls through?',\n", + " \"How is SolarPower planning to preserve GreenTech's innovative culture and address concerns about layoffs after the acquisition?\",\n", + " \"What are the key operational synergies expected from the merger between SolarPower Corporation and GreenTech Inc., and how will they impact production costs and revenue over the next two years? What's driving these synergies and what does it mean for their competitiveness in the renewable energy sector?\",\n", + " 'What concessions might SolarPower and GreenTech need to make to alleviate concerns about reduced competition and secure approval for the merger?',\n", + " \"What are the key components of the due diligence process in the merger agreement, and how do they help mitigate risks? How do the representations, warranties, and covenants protect both parties and preserve GreenTech's value?\",\n", + " 'What are the potential benefits of the GreenTech and SolarPower merger, and how will they be achieved through the integration of their technologies and networks?',\n", + " 'How many regulatory bodies are reviewing the SolarPower and GreenTech merger, and what concerns are they addressing? How are the companies responding to these concerns?',\n", + " \"How might the European Commission's review of the SolarPower and GreenTech merger influence the companies' decisions on concessions, and what are some potential examples of these concessions and their impact on the EU market?\",\n", + " \"How can SolarPower Corporation and GreenTech Inc. address antitrust concerns and show that their merger won't stifle competition and innovation in the renewable energy storage market, and what impact might this have on their operational synergies and competitiveness?\",\n", + " \"How will SolarPower's decisions to keep GreenTech's R&D center independent and honor existing employment contracts affect the European Commission's evaluation of the merger's competitiveness and compliance with EU market regulations?\",\n", + " \"How might the European Commission's review of the GreenTech acquisition by SolarPower Corporation impact the EU market in terms of competition and market dominance?\",\n", + " \"How can SolarPower and GreenTech address antitrust concerns and reduce the risk of reduced competition in the renewable energy storage market, and what impact might this have on the acquisition's benefits and structure?\",\n", + " \"What are the potential benefits and drawbacks of the GreenTech acquisition, and how do they impact the deal's overall viability?\",\n", + " \"What are the risks associated with the SolarPower and GreenTech deal, and how are they trying to mitigate them? Can you count the number of potential risks they're addressing through this agreement?\",\n", + " \"What factors will the European Commission consider when reviewing the merger's impact on the EU market, and how can the companies involved ensure compliance with the EU Merger Regulation and address concerns about reduced competition in the renewable energy sector?\",\n", + " \"Won't the acquisition of GreenTech Inc. by SolarPower Corporation create a monopoly in the renewable energy storage market and stifle competition and innovation?\",\n", + " \"How will the European Commission's review of the SolarPower and GreenTech merger impact the EU market, and what concessions might be needed to get approval?\",\n", + " \"How will SolarPower preserve GreenTech's innovative culture after the merger, and what specific steps will they take to implement these measures?\",\n", + " \"What covenants have SolarPower and GreenTech agreed to, to preserve GreenTech's value and ensure a smooth transition after the merger?\",\n", + " \"What's the point of the comprehensive due diligence process in the merger agreement, and what kind of assessments and audits are included to protect GreenTech's assets and liabilities?\",\n", + " 'What concessions might SolarPower and GreenTech need to make to address EU concerns about reduced competition, and how can they ensure these concessions align with EU policies on market fairness and consumer protection while still achieving the benefits of the merger?',\n", + " \"What are the potential risks associated with SolarPower Corporation's acquisition of GreenTech Inc., and how do the companies plan to mitigate them to ensure a smooth transition post-merger?\",\n", + " \"How do the covenants restricting GreenTech's actions preserve its value and ensure a smooth transition after the merger? What specific ways do these covenants protect both parties and facilitate integration?\",\n", + " 'What are the main concerns of regulatory bodies like the Federal Trade Commission and the European Commission regarding the merger, and how are the companies addressing these concerns to ensure approval? What concessions might be required to alleviate concerns about reduced competition?',\n", + " \"Won't the acquisition of GreenTech Inc. by SolarPower Corporation create a monopoly in the renewable energy storage market and stifle competition? How do you address concerns about market dominance and reduced competition in the industry?\",\n", + " 'What are the potential risks and consequences if SolarPower fails to secure regulatory approvals, and how does the $150 million breakup fee help GreenTech in this scenario?',\n", + " \"How might the restrictions on GreenTech's ability to incur new debt, issue shares, or change business operations impact its response to market changes or unexpected financial needs before the deal closes, and what financial risks could arise from these limitations?\",\n", + " \"What concessions might SolarPower and GreenTech need to make to alleviate EU concerns about reduced competition, and how could this impact the merger's structure?\",\n", + " \"What's the breakup fee SolarPower agreed to pay GreenTech if the acquisition falls through, and what's the purpose of this fee?\",\n", + " \"How do the covenants restricting GreenTech's business operations before the deal closes help preserve its value and ensure a smooth transition, and what's the plan for enforcing them?\",\n", + " 'How does the due diligence process in the merger agreement help mitigate risks and ensure accuracy of representations and warranties made by both parties?',\n", + " \"How does SolarPower's commitment to keeping GreenTech's R&D center independent affect the financial risks for GreenTech if the acquisition fails, and what does this mean for regulatory approval?\",\n", + " 'How do the representations, warranties, and indemnification process in the merger agreement protect both parties and ensure accurate financial statements, ultimately contributing to Breakup Fee Mitigation?',\n", + " 'How might concessions like divesting business units or assets impact the Breakup Fee Mitigation strategy, and what should SolarPower and GreenTech consider to minimize financial risks if the deal fails to get regulatory approval?',\n", + " \"What types of risks are being mitigated in the proposed acquisition of GreenTech Inc., and how are they addressed through the breakup fee, representations and warranties, and indemnification process? Can you categorize these risks into financial, operational, and regulatory, and discuss each category's mitigation strategies?\",\n", + " 'How do regulatory bodies like the FTC and European Commission feel about the proposed acquisition, and are their concerns about competition issues valid?',\n", + " \"Are the restrictions on GreenTech prior to the deal's closure, such as not incurring new debt or issuing additional shares, too limiting or necessary to preserve the company's value and ensure a smooth transition post-merger?\",\n", + " 'When would SolarPower have to pay GreenTech a $150 million breakup fee?',\n", + " 'What areas of due diligence are SolarPower and GreenTech focusing on to ensure all assets and liabilities are accurately accounted for before finalizing the transaction?',\n", + " 'How can the due diligence process be tailored to address antitrust concerns and ensure compliance with regulatory requirements in the renewable energy storage market?',\n", + " 'How would you manage the due diligence process for the GreenTech acquisition, considering the need for regulatory approvals from the FTC and European Commission, to mitigate risks and ensure a smooth transaction?',\n", + " 'How would you structure the due diligence process for the GreenTech acquisition to ensure it aligns with EU policies on market fairness and consumer protection, given the complexities of the EU Merger Regulation and potential antitrust concerns?',\n", + " 'What are the potential risks associated with the SolarPower and GreenTech merger, and how are they addressing these concerns to ensure a smooth transition and regulatory approval?',\n", + " 'How many regulatory bodies are reviewing the GreenTech acquisition, and what specific assessments are they conducting as part of the due diligence process?',\n", + " \"What kinds of covenants and agreements are part of the merger deal, and how do they help keep GreenTech's value and make the transition smooth? What happens if these covenants are breached?\",\n", + " \"What's the point of doing a thorough review of GreenTech's intellectual property as part of the merger deal with SolarPower?\",\n", + " \"How is GreenTech's intellectual property portfolio being evaluated as part of the due diligence process?\",\n", + " 'Why is it crucial for SolarPower and GreenTech to accurately account for all assets and liabilities before finalizing the transaction?',\n", + " \"How is the European Commission evaluating the merger's impact on the EU market, and what specific aspects is it reviewing to assess competition and market dominance concerns?\",\n", + " 'What are the key indicators that this acquisition could create a monopoly in the renewable energy storage market, and how might that impact competition and innovation?',\n", + " \"How do SolarPower's commitments to maintain GreenTech's R&D center and honor existing employment contracts address concerns about market dominance, and what does this mean for regulatory approval?\",\n", + " 'What regulatory bodies are reviewing the SolarPower and GreenTech merger, and what concerns are they trying to address? How are the companies addressing these concerns, particularly around competition, market dominance, and consumer protection?',\n", + " 'What specific measures have SolarPower and GreenTech agreed to take to alleviate market dominance concerns, and how will these measures impact the renewable energy sector?',\n", + " \"What concessions could SolarPower and GreenTech offer to alleviate antitrust concerns, and how might these concessions impact the merger's value?\",\n", + " \"What concessions might SolarPower and GreenTech need to make to get regulatory approvals, and how will these impact the merger's success?\",\n", + " \"How effective are the covenants and representations and warranties in the merger agreement at mitigating risks and preserving GreenTech's value, and are there any gaps that need to be addressed?\",\n", + " 'How are SolarPower and GreenTech mitigating financial risks and ensuring a smooth transition after the merger?',\n", + " \"What are the potential risks associated with SolarPower Corporation's acquisition of GreenTech Inc., and how do they impact the deal's closure and the future of both companies? Can you categorize these risks into financial, operational, and competitive risks?\",\n", + " \"What concessions might SolarPower and GreenTech need to make to alleviate concerns about reduced competition and secure regulatory approval? Can you give some examples and how they'd impact the companies' operations and market position?\",\n", + " \"How many regulatory bodies and stakeholders are involved in reviewing the GreenTech acquisition, and what's the impact of their reviews on the deal's timeline and success?\",\n", + " \"How will SolarPower maintain GreenTech's innovative culture, and what commitments have been made regarding the R&D center and employee contracts?\",\n", + " 'What types of operational synergies can be expected from the merger between SolarPower and GreenTech, and how will they be achieved?',\n", + " \"How might the merger between SolarPower and GreenTech impact the renewable energy sector, and what can they do to minimize any negative effects while still achieving their goals and preserving GreenTech's innovative culture?\",\n", + " \"How will GreenTech's research and development center be preserved after the merger with SolarPower, and what guarantees its independence?\",\n", + " 'What steps might SolarPower and GreenTech need to take to get approval from the European Commission and address concerns about reduced competition?',\n", + " 'What other EU policies does the merger need to align with to ensure compliance with the EU Merger Regulation, apart from competition concerns?',\n", + " \"How might the European Commission view SolarPower's commitment to maintaining GreenTech's R&D center as an independent entity? Could this be a positive factor in the merger review process, and why?\",\n", + " 'What concessions will SolarPower and GreenTech likely need to make to address EU concerns about competition, and how will that impact their operations and revenue?',\n", + " 'Who are the key stakeholders involved in the EU review process for the merger between SolarPower and GreenTech, and what are their main interests and concerns? How do these interests intersect and impact compliance with EU regulations, and what are the potential consequences of non-compliance for each group?',\n", + " \"Don't you think the GreenTech acquisition will face major regulatory hurdles in the EU? How can the companies address these concerns to comply with EU regulations?\",\n", + " 'What safeguards are in place to protect GreenTech financially if the merger with SolarPower falls through due to regulatory issues?',\n", + " \"What's the point of the comprehensive due diligence process in the agreement, and what aspects of GreenTech's assets and liabilities are being looked at?\",\n", + " 'How does the $150 million breakup fee affect the financial risks for GreenTech, and what impact might it have on the negotiations between SolarPower and GreenTech given the antitrust concerns raised by the FTC?',\n", + " 'How do the representations, warranties, and indemnification process in the agreement protect both parties against potential breaches, and can you give an example of a scenario where these provisions might be triggered?',\n", + " \"What financial risks are being mitigated in the proposed acquisition of GreenTech Inc. by SolarPower Corporation, and how are they being addressed? Are there any other types of financial risks that should be considered, and how would you propose mitigating them? For example, what's in place to prevent the deal from falling through, and how are potential breaches of representations and warranties being protected against? What's being done to preserve GreenTech's value and ensure a smooth transition post-merger?\",\n", + " 'What regulatory bodies are reviewing the SolarPower and GreenTech acquisition, and what are their main concerns? How might the companies address these concerns, and what concessions might they need to make? What are the potential implications for the companies involved?',\n", + " 'How does the proposed acquisition of GreenTech by SolarPower minimize potential financial losses for both parties? What role do the $150 million breakup fee, covenants, and representations and warranties play in mitigating financial risks? Are there any other structural elements that are effective in minimizing financial risks? What are the potential implications for the companies involved, and are there other ways to structure the acquisition to further minimize financial risks?',\n", + " 'How can SolarPower and GreenTech ensure EU approval of their merger, and what concessions might they need to make to address concerns about market fairness and consumer protection?',\n", + " 'How many regulatory bodies are reviewing the proposed acquisition of GreenTech Inc. by SolarPower Corporation, and what are their main concerns about the merger?',\n", + " 'How would you demonstrate that the merger aligns with EU policies on market fairness and consumer protection, and what concessions would you consider making to alleviate concerns about reduced competition in the EU market?',\n", + " \"How do the restrictions on GreenTech's actions before the deal is closed help preserve its value and ensure a smooth transition after the merger? What specific restrictions are mentioned and why are they important for the merger's success?\",\n", + " 'What regulatory reviews and approvals are needed for the SolarPower and GreenTech merger, and what concessions might they have to make to get approved?',\n", + " 'What concessions might SolarPower and GreenTech need to make to alleviate EU concerns about reduced competition, and how might these concessions impact their business operations and market position?',\n", + " \"What concerns have regulatory bodies like the FTC raised about the merger's impact on competition, and how might concessions address these concerns?\",\n", + " \"How do covenants in the merger agreement impact GreenTech's business operations and financial decisions, and what concessions might be needed to get regulatory approval?\",\n", + " 'What concessions might SolarPower and GreenTech need to make to secure European Commission approval, and how could these concessions affect their operational synergies and financial projections?',\n", + " \"How does keeping GreenTech's R&D center independent address regulatory concerns about innovation and competition, and what impact might this have on the European Commission's assessment of the merger's alignment with EU policies on market fairness and consumer protection?\",\n", + " \"What concessions might SolarPower and GreenTech need to make to get regulatory approval from the European Commission, and how could these concessions affect the merger's value?\",\n", + " \"How is SolarPower addressing concerns about layoffs and preserving GreenTech's innovative culture after the acquisition?\",\n", + " \"What specific risks or liabilities are SolarPower and GreenTech trying to mitigate through their comprehensive due diligence process, and how might these efforts impact the merger's success?\",\n", + " 'What are the potential benefits and drawbacks of the SolarPower and GreenTech merger, and how will they be achieved or addressed through operational synergies and regulatory compliance?',\n", + " 'What regulatory bodies are scrutinizing the SolarPower and GreenTech acquisition, and what concerns do they have? How are the companies addressing these concerns to ensure compliance with laws and regulations?',\n", + " 'What are the key components of the merger agreement between SolarPower and GreenTech, and how do they help mitigate risks and ensure a smooth transition? Are there any specific provisions that stand out as particularly important?',\n", + " \"How will the acquisition of GreenTech by SolarPower Corporation impact production costs and revenue over the next two years, and what role will GreenTech's battery technology play in this?\",\n", + " \"What's the point of the covenants between SolarPower and GreenTech that limit GreenTech's actions before the deal is closed, and how do they help preserve GreenTech's value and its battery technology assets during the acquisition process?\",\n", + " \"How could SolarPower's acquisition of GreenTech affect the competitiveness of the renewable energy storage market, and might it stifle innovation despite keeping GreenTech's R&D center independent?\",\n", + " 'What concessions might SolarPower and GreenTech need to make to get their merger approved, and how could these concessions affect the benefits of combining their technologies and operations?',\n", + " 'How many regulatory bodies are reviewing the merger, and what concerns has each raised, such as antitrust issues or impact on the EU market?',\n", + " 'What measures has SolarPower taken to mitigate risks and ensure a smooth transition post-merger, and why are they significant in the context of the merger agreement with GreenTech?',\n", + " \"Does the $150 million breakup fee in the merger agreement imply that SolarPower is uncertain about securing regulatory approvals? What are the potential implications for GreenTech's battery technology if the deal falls through, and how do you assess the overall risks and benefits of this acquisition?\",\n", + " \"What potential risks or liabilities might SolarPower still face after the merger, and how can they mitigate these risks to ensure a smooth transition and maximize the acquisition's value?\",\n", + " \"What specific measures have SolarPower and GreenTech agreed to take to mitigate risks and ensure a smooth transition post-merger, and how will these measures contribute to the overall success of the merger? What are the potential consequences if these measures aren't implemented effectively?\",\n", + " \"Does SolarPower's acquisition of GreenTech Inc. risk stifling competition and innovation in the renewable energy storage market, despite promised benefits to both companies?\",\n", + " \"How will regulatory scrutiny from the FTC and European Commission impact the merger's success, given the potential antitrust concerns and need for concessions to alleviate reduced competition?\",\n", + " \"What concessions might SolarPower and GreenTech need to make to alleviate concerns about reduced competition, and what's the purpose of the $150 million breakup fee in their merger agreement?\",\n", + " 'How do the covenants and representations in the merger agreement address potential risks and ensure a smooth transition for GreenTech and SolarPower after the merger, and what are the implications for their future operations?',\n", + " \"How is SolarPower planning to preserve GreenTech's innovative culture and protect its employees, and what financial safeguards are in place if the merger fails to get regulatory approval?\",\n", + " 'What are the potential risks of the GreenTech merger to the EU market, and how will the European Commission address them in its review process?',\n", + " \"What's the expected impact on production costs and revenue over the next two years if GreenTech's battery technology is combined with SolarPower's solar panel manufacturing and distribution network?\",\n", + " \"What's the purpose of the covenants between SolarPower and GreenTech, and how do they restrict GreenTech's business operations before the deal closes?\",\n", + " 'What commitments has SolarPower made to GreenTech as part of the merger, and how will they be tracked and enforced? What are the potential risks associated with these commitments, and how will they be mitigated and managed by both parties?',\n", + " 'How does the $150 million breakup fee protect GreenTech if the merger falls through due to regulatory issues?',\n", + " \"What risks does the $150 million breakup fee mitigate for GreenTech if the merger falls through, and how might these risks impact the company's financial stability?\",\n", + " 'What concessions might SolarPower and GreenTech need to make to alleviate concerns about reduced competition and secure regulatory approvals, considering the potential financial burden of the breakup fee?',\n", + " \"How many regulatory bodies are reviewing the SolarPower and GreenTech merger, and what's the deal with the $150 million breakup fee? How do the representations, warranties, and covenants in the merger agreement help with regulatory compliance?\",\n", + " \"What antitrust concerns does the FTC have about SolarPower's acquisition of GreenTech, and how might this affect the deal's approval?\",\n", + " 'How are SolarPower and GreenTech addressing financial risks and regulatory hurdles in their merger agreement, and what specific measures have they agreed to for a smooth transition post-merger?',\n", + " \"How do the merger agreement's representations and warranties, as well as its indemnification process, protect both parties from potential breaches and ensure compliance with laws, given the intense regulatory scrutiny surrounding the deal?\",\n", + " 'What regulatory hurdles might SolarPower Corporation and GreenTech Inc. face in their proposed acquisition, and how do they categorize into antitrust concerns, employment contracts, and environmental assessments?',\n", + " 'How many regulatory bodies are reviewing the proposed acquisition of GreenTech Inc. by SolarPower Corporation, and what are their specific concerns? Can you list and count the concerns for each body?',\n", + " 'What concessions might SolarPower Corporation and GreenTech Inc. have to make to get regulatory approvals for their merger, and how many of these concessions are mentioned in the passage, grouped by type or regulatory body?']" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "questions" + ] + }, + { + "cell_type": "markdown", + "id": "7276e75a", + "metadata": {}, + "source": [ + "## Persona Re-Write" + ] + }, + { + "cell_type": "markdown", + "id": "c17fada1", + "metadata": {}, + "source": [ + "![Pipeline: Step 3](imgs/4.PNG)\n", + "\n", + "The third and final step is re-writing the questions in the voice of your personas." + ] + }, + { + "cell_type": "markdown", + "id": "48fe663f", + "metadata": {}, + "source": [ + "### Writing Style\n", + "\n", + "First, lets extract the writing style from the persona descriptions" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "id": "0ebb4a34", + "metadata": {}, + "outputs": [], + "source": [ + "writing_styles = []\n", + "\n", + "for persona in PERSONAS:\n", + " style = json.loads(generator.writing_style(persona).strip())\n", + " writing_styles.append({\"persona\": persona, \"style\": style['writing_style']})" + ] + }, + { + "cell_type": "markdown", + "id": "c58f4f99", + "metadata": {}, + "source": [ + "**Prompt for the LLM**\n", + "```\n", + "Use the persona decription below to and articulate the Writing Style of the persona.\n", + "\n", + "\n", + "{persona}\n", + "\n", + "\n", + "Think step by step. Show your thinking.\n", + "Answer Format - Generate a json with the following fields\n", + "- \"writing_style\": \n", + "```" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "id": "9cf3c352", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[{'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"}]" + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "writing_styles" + ] + }, + { + "cell_type": "markdown", + "id": "c349d3f3", + "metadata": {}, + "source": [ + "### Re-Writing" + ] + }, + { + "cell_type": "markdown", + "id": "b4e8975d", + "metadata": {}, + "source": [ + "Now we can use the writing style and the filtered questions to generate variants." + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "id": "3fb86530", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Processed Question: What concerns has the FTC raised about the merger's impact on the renewable energy storage market, and how might this affect the deal's approval?\n", + "Processed Question: How is SolarPower addressing concerns about the impact of the merger on GreenTech's R&D center and employees?\n", + "Processed Question: What's the deal with SolarPower buying GreenTech? How much is it worth and what kind of cost savings and revenue boost are they expecting over the next two years?\n", + "Processed Question: What concessions might SolarPower and GreenTech need to make to address EU concerns about reduced competition, and how could these concessions affect GreenTech's R&D priorities going forward?\n", + "Processed Question: What's worrying the FTC about SolarPower buying GreenTech, and how could this affect the renewable energy storage market?\n", + "Processed Question: How will the agreement's provisions, such as keeping GreenTech's R&D center independent and restricting its business operations, impact the companies' ability to achieve the merger's benefits while addressing regulatory concerns and ensuring compliance with laws and regulations?\n", + "Processed Question: What covenants did SolarPower and GreenTech agree to, to preserve GreenTech's value and ensure a smooth transition after the merger, and how do these covenants limit GreenTech's actions before the deal is closed?\n", + "Processed Question: What's the European Commission's role in reviewing the SolarPower and GreenTech merger, and what concessions might be needed to address competition concerns and comply with EU regulations?\n", + "Processed Question: What types of assessments and audits are part of the due diligence process for the SolarPower and GreenTech merger, and how do they ensure all assets and liabilities are accounted for?\n", + "Processed Question: What concessions might SolarPower and GreenTech need to make to secure European Commission approval, and how could these concessions impact the merger's overall value and strategic rationale?\n", + "Processed Question: What commitments and concessions has SolarPower made to address concerns about the merger, and how will these impact the deal's success?\n", + "Processed Question: What regulatory bodies are reviewing the SolarPower and GreenTech merger, and what are their main concerns?\n", + "Processed Question: What regulatory bodies are scrutinizing the acquisition of GreenTech Inc. by SolarPower Corporation, and what are their concerns? How many scientists and engineers work at GreenTech's R&D center that SolarPower is committed to maintaining? What's the breakup fee if SolarPower fails to secure regulatory approvals?\n", + "Processed Question: How effective are the covenants and representations and warranties in the merger agreement at mitigating risks and ensuring a smooth transition, and what happens if they're breached or the deal falls through due to regulatory issues?\n", + "Processed Question: How is SolarPower planning to preserve GreenTech's innovative culture and address concerns about layoffs after the acquisition?\n", + "Processed Question: How can SolarPower and GreenTech balance the operational synergies from the merger with the need to maintain competition in the renewable energy storage market, and what specific measures can they take to address antitrust concerns while achieving their strategic objectives?\n", + "Processed Question: What concessions might SolarPower and GreenTech need to make to alleviate concerns about reduced competition and secure approval for the merger?\n", + "Processed Question: Could regulatory scrutiny from the FTC and European Commission jeopardize the SolarPower and GreenTech acquisition deal, and what would happen to both companies if it falls through?\n", + "Processed Question: What are the key operational synergies expected from the merger between SolarPower Corporation and GreenTech Inc., and how will they impact production costs and revenue over the next two years? What's driving these synergies and what does it mean for their competitiveness in the renewable energy sector?\n", + "Processed Question: What are the potential benefits of the GreenTech and SolarPower merger, and how will they be achieved through the integration of their technologies and networks?\n", + "Processed Question: How might the European Commission's review of the SolarPower and GreenTech merger influence the companies' decisions on concessions, and what are some potential examples of these concessions and their impact on the EU market?\n", + "Processed Question: How might the European Commission's review of the GreenTech acquisition by SolarPower Corporation impact the EU market in terms of competition and market dominance?\n", + "Processed Question: How many regulatory bodies are reviewing the SolarPower and GreenTech merger, and what concerns are they addressing? How are the companies responding to these concerns?\n", + "Processed Question: How can SolarPower Corporation and GreenTech Inc. address antitrust concerns and show that their merger won't stifle competition and innovation in the renewable energy storage market, and what impact might this have on their operational synergies and competitiveness?\n", + "Processed Question: How will SolarPower's decisions to keep GreenTech's R&D center independent and honor existing employment contracts affect the European Commission's evaluation of the merger's competitiveness and compliance with EU market regulations?\n", + "Processed Question: How can SolarPower and GreenTech address antitrust concerns and reduce the risk of reduced competition in the renewable energy storage market, and what impact might this have on the acquisition's benefits and structure?\n", + "Processed Question: What are the potential benefits and drawbacks of the GreenTech acquisition, and how do they impact the deal's overall viability?\n", + "Processed Question: What are the key components of the due diligence process in the merger agreement, and how do they help mitigate risks? How do the representations, warranties, and covenants protect both parties and preserve GreenTech's value?\n", + "Processed Question: What are the risks associated with the SolarPower and GreenTech deal, and how are they trying to mitigate them? Can you count the number of potential risks they're addressing through this agreement?\n", + "Processed Question: Won't the acquisition of GreenTech Inc. by SolarPower Corporation create a monopoly in the renewable energy storage market and stifle competition and innovation?\n", + "Processed Question: How will SolarPower preserve GreenTech's innovative culture after the merger, and what specific steps will they take to implement these measures?\n", + "Processed Question: What covenants have SolarPower and GreenTech agreed to, to preserve GreenTech's value and ensure a smooth transition after the merger?\n", + "Processed Question: How will the European Commission's review of the SolarPower and GreenTech merger impact the EU market, and what concessions might be needed to get approval?\n", + "Processed Question: What factors will the European Commission consider when reviewing the merger's impact on the EU market, and how can the companies involved ensure compliance with the EU Merger Regulation and address concerns about reduced competition in the renewable energy sector?\n", + "Processed Question: What are the potential risks associated with SolarPower Corporation's acquisition of GreenTech Inc., and how do the companies plan to mitigate them to ensure a smooth transition post-merger?\n", + "Processed Question: What's the point of the comprehensive due diligence process in the merger agreement, and what kind of assessments and audits are included to protect GreenTech's assets and liabilities?\n", + "Processed Question: What concessions might SolarPower and GreenTech need to make to address EU concerns about reduced competition, and how can they ensure these concessions align with EU policies on market fairness and consumer protection while still achieving the benefits of the merger?\n", + "Processed Question: How do the covenants restricting GreenTech's actions preserve its value and ensure a smooth transition after the merger? What specific ways do these covenants protect both parties and facilitate integration?\n", + "Processed Question: What concessions might SolarPower and GreenTech need to make to alleviate EU concerns about reduced competition, and how could this impact the merger's structure?\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Processed Question: What are the potential risks and consequences if SolarPower fails to secure regulatory approvals, and how does the $150 million breakup fee help GreenTech in this scenario?\n", + "Processed Question: Won't the acquisition of GreenTech Inc. by SolarPower Corporation create a monopoly in the renewable energy storage market and stifle competition? How do you address concerns about market dominance and reduced competition in the industry?\n", + "Processed Question: How do the covenants restricting GreenTech's business operations before the deal closes help preserve its value and ensure a smooth transition, and what's the plan for enforcing them?\n", + "Processed Question: How might the restrictions on GreenTech's ability to incur new debt, issue shares, or change business operations impact its response to market changes or unexpected financial needs before the deal closes, and what financial risks could arise from these limitations?\n", + "Processed Question: What's the breakup fee SolarPower agreed to pay GreenTech if the acquisition falls through, and what's the purpose of this fee?\n", + "Processed Question: What are the main concerns of regulatory bodies like the Federal Trade Commission and the European Commission regarding the merger, and how are the companies addressing these concerns to ensure approval? What concessions might be required to alleviate concerns about reduced competition?\n", + "Processed Question: How does the due diligence process in the merger agreement help mitigate risks and ensure accuracy of representations and warranties made by both parties?\n", + "Processed Question: How does SolarPower's commitment to keeping GreenTech's R&D center independent affect the financial risks for GreenTech if the acquisition fails, and what does this mean for regulatory approval?\n", + "Processed Question: How do the representations, warranties, and indemnification process in the merger agreement protect both parties and ensure accurate financial statements, ultimately contributing to Breakup Fee Mitigation?\n", + "Processed Question: When would SolarPower have to pay GreenTech a $150 million breakup fee?\n", + "Processed Question: How do regulatory bodies like the FTC and European Commission feel about the proposed acquisition, and are their concerns about competition issues valid?\n", + "Processed Question: What areas of due diligence are SolarPower and GreenTech focusing on to ensure all assets and liabilities are accurately accounted for before finalizing the transaction?\n", + "Processed Question: Are the restrictions on GreenTech prior to the deal's closure, such as not incurring new debt or issuing additional shares, too limiting or necessary to preserve the company's value and ensure a smooth transition post-merger?\n", + "Processed Question: How can the due diligence process be tailored to address antitrust concerns and ensure compliance with regulatory requirements in the renewable energy storage market?\n", + "Processed Question: How might concessions like divesting business units or assets impact the Breakup Fee Mitigation strategy, and what should SolarPower and GreenTech consider to minimize financial risks if the deal fails to get regulatory approval?\n", + "Processed Question: How would you manage the due diligence process for the GreenTech acquisition, considering the need for regulatory approvals from the FTC and European Commission, to mitigate risks and ensure a smooth transaction?\n", + "Processed Question: What types of risks are being mitigated in the proposed acquisition of GreenTech Inc., and how are they addressed through the breakup fee, representations and warranties, and indemnification process? Can you categorize these risks into financial, operational, and regulatory, and discuss each category's mitigation strategies?\n", + "Processed Question: What are the potential risks associated with the SolarPower and GreenTech merger, and how are they addressing these concerns to ensure a smooth transition and regulatory approval?\n", + "Processed Question: How many regulatory bodies are reviewing the GreenTech acquisition, and what specific assessments are they conducting as part of the due diligence process?\n", + "Processed Question: How would you structure the due diligence process for the GreenTech acquisition to ensure it aligns with EU policies on market fairness and consumer protection, given the complexities of the EU Merger Regulation and potential antitrust concerns?\n", + "Processed Question: What's the point of doing a thorough review of GreenTech's intellectual property as part of the merger deal with SolarPower?\n", + "Processed Question: Why is it crucial for SolarPower and GreenTech to accurately account for all assets and liabilities before finalizing the transaction?\n", + "Processed Question: How is GreenTech's intellectual property portfolio being evaluated as part of the due diligence process?\n", + "Processed Question: What kinds of covenants and agreements are part of the merger deal, and how do they help keep GreenTech's value and make the transition smooth? What happens if these covenants are breached?\n", + "Processed Question: How is the European Commission evaluating the merger's impact on the EU market, and what specific aspects is it reviewing to assess competition and market dominance concerns?\n", + "Processed Question: What are the key indicators that this acquisition could create a monopoly in the renewable energy storage market, and how might that impact competition and innovation?\n", + "Processed Question: How do SolarPower's commitments to maintain GreenTech's R&D center and honor existing employment contracts address concerns about market dominance, and what does this mean for regulatory approval?\n", + "Processed Question: What concessions could SolarPower and GreenTech offer to alleviate antitrust concerns, and how might these concessions impact the merger's value?\n", + "Processed Question: What specific measures have SolarPower and GreenTech agreed to take to alleviate market dominance concerns, and how will these measures impact the renewable energy sector?\n", + "Processed Question: What concessions might SolarPower and GreenTech need to make to get regulatory approvals, and how will these impact the merger's success?\n", + "Processed Question: How effective are the covenants and representations and warranties in the merger agreement at mitigating risks and preserving GreenTech's value, and are there any gaps that need to be addressed?\n", + "Processed Question: How are SolarPower and GreenTech mitigating financial risks and ensuring a smooth transition after the merger?\n", + "Processed Question: How many regulatory bodies and stakeholders are involved in reviewing the GreenTech acquisition, and what's the impact of their reviews on the deal's timeline and success?\n", + "Processed Question: What regulatory bodies are reviewing the SolarPower and GreenTech merger, and what concerns are they trying to address? How are the companies addressing these concerns, particularly around competition, market dominance, and consumer protection?\n", + "Processed Question: What concessions might SolarPower and GreenTech need to make to alleviate concerns about reduced competition and secure regulatory approval? Can you give some examples and how they'd impact the companies' operations and market position?\n", + "Processed Question: What types of operational synergies can be expected from the merger between SolarPower and GreenTech, and how will they be achieved?\n", + "Processed Question: How will SolarPower maintain GreenTech's innovative culture, and what commitments have been made regarding the R&D center and employee contracts?\n", + "Processed Question: What are the potential risks associated with SolarPower Corporation's acquisition of GreenTech Inc., and how do they impact the deal's closure and the future of both companies? Can you categorize these risks into financial, operational, and competitive risks?\n", + "Processed Question: What steps might SolarPower and GreenTech need to take to get approval from the European Commission and address concerns about reduced competition?\n", + "Processed Question: What other EU policies does the merger need to align with to ensure compliance with the EU Merger Regulation, apart from competition concerns?\n", + "Processed Question: How might the merger between SolarPower and GreenTech impact the renewable energy sector, and what can they do to minimize any negative effects while still achieving their goals and preserving GreenTech's innovative culture?\n", + "Processed Question: How will GreenTech's research and development center be preserved after the merger with SolarPower, and what guarantees its independence?\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Processed Question: What concessions will SolarPower and GreenTech likely need to make to address EU concerns about competition, and how will that impact their operations and revenue?\n", + "Processed Question: Don't you think the GreenTech acquisition will face major regulatory hurdles in the EU? How can the companies address these concerns to comply with EU regulations?\n", + "Processed Question: What safeguards are in place to protect GreenTech financially if the merger with SolarPower falls through due to regulatory issues?\n", + "Processed Question: How might the European Commission view SolarPower's commitment to maintaining GreenTech's R&D center as an independent entity? Could this be a positive factor in the merger review process, and why?\n", + "Processed Question: Who are the key stakeholders involved in the EU review process for the merger between SolarPower and GreenTech, and what are their main interests and concerns? How do these interests intersect and impact compliance with EU regulations, and what are the potential consequences of non-compliance for each group?\n", + "Processed Question: What's the point of the comprehensive due diligence process in the agreement, and what aspects of GreenTech's assets and liabilities are being looked at?\n", + "Processed Question: How does the $150 million breakup fee affect the financial risks for GreenTech, and what impact might it have on the negotiations between SolarPower and GreenTech given the antitrust concerns raised by the FTC?\n", + "Processed Question: How do the representations, warranties, and indemnification process in the agreement protect both parties against potential breaches, and can you give an example of a scenario where these provisions might be triggered?\n", + "Processed Question: How many regulatory bodies are reviewing the proposed acquisition of GreenTech Inc. by SolarPower Corporation, and what are their main concerns about the merger?\n", + "Processed Question: How can SolarPower and GreenTech ensure EU approval of their merger, and what concessions might they need to make to address concerns about market fairness and consumer protection?\n", + "Processed Question: What regulatory bodies are reviewing the SolarPower and GreenTech acquisition, and what are their main concerns? How might the companies address these concerns, and what concessions might they need to make? What are the potential implications for the companies involved?\n", + "Processed Question: How would you demonstrate that the merger aligns with EU policies on market fairness and consumer protection, and what concessions would you consider making to alleviate concerns about reduced competition in the EU market?\n", + "Processed Question: How do the restrictions on GreenTech's actions before the deal is closed help preserve its value and ensure a smooth transition after the merger? What specific restrictions are mentioned and why are they important for the merger's success?\n", + "Processed Question: What financial risks are being mitigated in the proposed acquisition of GreenTech Inc. by SolarPower Corporation, and how are they being addressed? Are there any other types of financial risks that should be considered, and how would you propose mitigating them? For example, what's in place to prevent the deal from falling through, and how are potential breaches of representations and warranties being protected against? What's being done to preserve GreenTech's value and ensure a smooth transition post-merger?\n", + "Processed Question: How does the proposed acquisition of GreenTech by SolarPower minimize potential financial losses for both parties? What role do the $150 million breakup fee, covenants, and representations and warranties play in mitigating financial risks? Are there any other structural elements that are effective in minimizing financial risks? What are the potential implications for the companies involved, and are there other ways to structure the acquisition to further minimize financial risks?\n", + "Processed Question: What regulatory reviews and approvals are needed for the SolarPower and GreenTech merger, and what concessions might they have to make to get approved?\n", + "Processed Question: What concessions might SolarPower and GreenTech need to make to alleviate EU concerns about reduced competition, and how might these concessions impact their business operations and market position?\n", + "Processed Question: What concerns have regulatory bodies like the FTC raised about the merger's impact on competition, and how might concessions address these concerns?\n", + "Processed Question: How do covenants in the merger agreement impact GreenTech's business operations and financial decisions, and what concessions might be needed to get regulatory approval?\n", + "Processed Question: What concessions might SolarPower and GreenTech need to make to secure European Commission approval, and how could these concessions affect their operational synergies and financial projections?\n", + "Processed Question: What concessions might SolarPower and GreenTech need to make to get regulatory approval from the European Commission, and how could these concessions affect the merger's value?\n", + "Processed Question: How is SolarPower addressing concerns about layoffs and preserving GreenTech's innovative culture after the acquisition?\n", + "Processed Question: What specific risks or liabilities are SolarPower and GreenTech trying to mitigate through their comprehensive due diligence process, and how might these efforts impact the merger's success?\n", + "Processed Question: How does keeping GreenTech's R&D center independent address regulatory concerns about innovation and competition, and what impact might this have on the European Commission's assessment of the merger's alignment with EU policies on market fairness and consumer protection?\n", + "Processed Question: What are the potential benefits and drawbacks of the SolarPower and GreenTech merger, and how will they be achieved or addressed through operational synergies and regulatory compliance?\n", + "Processed Question: What are the key components of the merger agreement between SolarPower and GreenTech, and how do they help mitigate risks and ensure a smooth transition? Are there any specific provisions that stand out as particularly important?\n", + "Processed Question: How will the acquisition of GreenTech by SolarPower Corporation impact production costs and revenue over the next two years, and what role will GreenTech's battery technology play in this?\n", + "Processed Question: What regulatory bodies are scrutinizing the SolarPower and GreenTech acquisition, and what concerns do they have? How are the companies addressing these concerns to ensure compliance with laws and regulations?\n", + "Processed Question: How could SolarPower's acquisition of GreenTech affect the competitiveness of the renewable energy storage market, and might it stifle innovation despite keeping GreenTech's R&D center independent?\n", + "Processed Question: What's the point of the covenants between SolarPower and GreenTech that limit GreenTech's actions before the deal is closed, and how do they help preserve GreenTech's value and its battery technology assets during the acquisition process?\n", + "Processed Question: What concessions might SolarPower and GreenTech need to make to get their merger approved, and how could these concessions affect the benefits of combining their technologies and operations?\n", + "Processed Question: What measures has SolarPower taken to mitigate risks and ensure a smooth transition post-merger, and why are they significant in the context of the merger agreement with GreenTech?\n", + "Processed Question: How many regulatory bodies are reviewing the merger, and what concerns has each raised, such as antitrust issues or impact on the EU market?\n", + "Processed Question: What potential risks or liabilities might SolarPower still face after the merger, and how can they mitigate these risks to ensure a smooth transition and maximize the acquisition's value?\n", + "Processed Question: Does the $150 million breakup fee in the merger agreement imply that SolarPower is uncertain about securing regulatory approvals? What are the potential implications for GreenTech's battery technology if the deal falls through, and how do you assess the overall risks and benefits of this acquisition?\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Processed Question: Does SolarPower's acquisition of GreenTech Inc. risk stifling competition and innovation in the renewable energy storage market, despite promised benefits to both companies?\n", + "Processed Question: How will regulatory scrutiny from the FTC and European Commission impact the merger's success, given the potential antitrust concerns and need for concessions to alleviate reduced competition?\n", + "Processed Question: What concessions might SolarPower and GreenTech need to make to alleviate concerns about reduced competition, and what's the purpose of the $150 million breakup fee in their merger agreement?\n", + "Processed Question: What are the potential risks of the GreenTech merger to the EU market, and how will the European Commission address them in its review process?\n", + "Processed Question: How is SolarPower planning to preserve GreenTech's innovative culture and protect its employees, and what financial safeguards are in place if the merger fails to get regulatory approval?\n", + "Processed Question: What's the expected impact on production costs and revenue over the next two years if GreenTech's battery technology is combined with SolarPower's solar panel manufacturing and distribution network?\n", + "Processed Question: What specific measures have SolarPower and GreenTech agreed to take to mitigate risks and ensure a smooth transition post-merger, and how will these measures contribute to the overall success of the merger? What are the potential consequences if these measures aren't implemented effectively?\n", + "Processed Question: How do the covenants and representations in the merger agreement address potential risks and ensure a smooth transition for GreenTech and SolarPower after the merger, and what are the implications for their future operations?\n", + "Processed Question: What's the purpose of the covenants between SolarPower and GreenTech, and how do they restrict GreenTech's business operations before the deal closes?\n", + "Processed Question: How does the $150 million breakup fee protect GreenTech if the merger falls through due to regulatory issues?\n", + "Processed Question: What commitments has SolarPower made to GreenTech as part of the merger, and how will they be tracked and enforced? What are the potential risks associated with these commitments, and how will they be mitigated and managed by both parties?\n", + "Processed Question: What risks does the $150 million breakup fee mitigate for GreenTech if the merger falls through, and how might these risks impact the company's financial stability?\n", + "Processed Question: What concessions might SolarPower and GreenTech need to make to alleviate concerns about reduced competition and secure regulatory approvals, considering the potential financial burden of the breakup fee?\n", + "Processed Question: What antitrust concerns does the FTC have about SolarPower's acquisition of GreenTech, and how might this affect the deal's approval?\n", + "Processed Question: How are SolarPower and GreenTech addressing financial risks and regulatory hurdles in their merger agreement, and what specific measures have they agreed to for a smooth transition post-merger?\n", + "Processed Question: How do the merger agreement's representations and warranties, as well as its indemnification process, protect both parties from potential breaches and ensure compliance with laws, given the intense regulatory scrutiny surrounding the deal?\n", + "Processed Question: How many regulatory bodies are reviewing the proposed acquisition of GreenTech Inc. by SolarPower Corporation, and what are their specific concerns? Can you list and count the concerns for each body?\n", + "Processed Question: How many regulatory bodies are reviewing the SolarPower and GreenTech merger, and what's the deal with the $150 million breakup fee? How do the representations, warranties, and covenants in the merger agreement help with regulatory compliance?\n", + "Processed Question: What regulatory hurdles might SolarPower Corporation and GreenTech Inc. face in their proposed acquisition, and how do they categorize into antitrust concerns, employment contracts, and environmental assessments?\n", + "Processed Question: What concessions might SolarPower Corporation and GreenTech Inc. have to make to get regulatory approvals for their merger, and how many of these concessions are mentioned in the passage, grouped by type or regulatory body?\n" + ] + } + ], + "source": [ + "re_written_questions = []\n", + " \n", + "def process_question(question):\n", + " question_variants = []\n", + " for style in writing_styles:\n", + " re_write = generator.persona_rewrite(style['style'], question)\n", + " question_variants.append({\"new_question\": re_write, \"style\": style, \"original_question\": question})\n", + " print(\"Processed Question: \"+ question)\n", + " return question_variants\n", + "\n", + "with concurrent.futures.ThreadPoolExecutor(max_workers=10) as executor:\n", + " re_written_questions = [variant for result in executor.map(process_question, questions) for variant in result]" + ] + }, + { + "cell_type": "markdown", + "id": "158ba6f4", + "metadata": {}, + "source": [ + "**Prompt for the LLM**\n", + "```\n", + "Your task is to re-write the question like in the style of the persona below. \n", + "Use the Writing Style from the persona. It is okay to make non-sensical questions if the persona requires it.\n", + "\n", + "\n", + "\n", + "\n", + "- The reformated question shouldn't leak any information about the persona.\n", + "- The question should have enough identifiers to be understood in a vacuum. Don't replace too many proper nouns with pronouns.\n", + "\n", + "\n", + "Old Question: {question}\n", + "\n", + "Answer format should be a json with the following fields:\n", + "- \"new_question\": contains the new question. \n", + "```" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "id": "e6348392", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[{'new_question': '{\\n\"new_question\": \"Can you provide an assessment of the strategic rationale underlying the acquisition of GreenTech by SolarPower, including an evaluation of the expected synergies and projected impact on the combined entity\\'s financial performance over the next 24 months, specifically with regards to cost savings and revenue growth?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"What's the deal with SolarPower buying GreenTech? How much is it worth and what kind of cost savings and revenue boost are they expecting over the next two years?\"},\n", + " {'new_question': '{\\n\"new_question\": \"Pursuant to the acquisition of GreenTech by SolarPower, what are the material terms of the transaction, including the purchase price, anticipated cost synergies, and projected revenue enhancements over the subsequent two-year period?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"What's the deal with SolarPower buying GreenTech? How much is it worth and what kind of cost savings and revenue boost are they expecting over the next two years?\"},\n", + " {'new_question': '{\\n\"new_question\": \"SolarPower Just Bought GreenTech! How Much Did They Pay? Will They Make Bank in the Next 2 Years?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"What's the deal with SolarPower buying GreenTech? How much is it worth and what kind of cost savings and revenue boost are they expecting over the next two years?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In light of the proposed consolidation, what specific reservations has the Federal Trade Commission articulated regarding the potential consequences for the renewable energy storage sector, and how might these concerns influence the regulatory approval process for the transaction?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"What concerns has the FTC raised about the merger's impact on the renewable energy storage market, and how might this affect the deal's approval?\"},\n", + " {'new_question': '{\\n \"new_question\": \"What specific objections has the Federal Trade Commission (FTC) articulated regarding the proposed merger\\'s potential consequences for the renewable energy storage market, and what implications might these objections have for the merger\\'s regulatory approval process?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"What concerns has the FTC raised about the merger's impact on the renewable energy storage market, and how might this affect the deal's approval?\"},\n", + " {'new_question': '{\\n\"new_question\": \"FTC Slams Merger: Will it Kill Renewable Energy Storage Market? What\\'s Really Going On Here?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"What concerns has the FTC raised about the merger's impact on the renewable energy storage market, and how might this affect the deal's approval?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of mergers and acquisitions, what specific contractual stipulations were incorporated into the agreement between SolarPower and GreenTech to safeguard the latter\\'s valuation and facilitate an orderly integration post-merger, and in what manner do these stipulations constrain GreenTech\\'s operational latitude prior to the transaction\\'s consummation?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"What covenants did SolarPower and GreenTech agree to, to preserve GreenTech's value and ensure a smooth transition after the merger, and how do these covenants limit GreenTech's actions before the deal is closed?\"},\n", + " {'new_question': '{\\n \"new_question\": \"What specific contractual obligations were stipulated by SolarPower and GreenTech to safeguard GreenTech\\'s valuation and facilitate an orderly transfer of ownership upon completion of the merger, and in what manner do these obligations restrict GreenTech\\'s operational latitude prior to the transaction\\'s consummation?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"What covenants did SolarPower and GreenTech agree to, to preserve GreenTech's value and ensure a smooth transition after the merger, and how do these covenants limit GreenTech's actions before the deal is closed?\"},\n", + " {'new_question': '{\\n\"new_question\": \"SolarPower and GreenTech Made a Huge Deal! What Secret Agreements Did They Make to Keep GreenTech Valuable After the Merger? And How Does This Affect GreenTech\\'s Next Moves?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"What covenants did SolarPower and GreenTech agree to, to preserve GreenTech's value and ensure a smooth transition after the merger, and how do these covenants limit GreenTech's actions before the deal is closed?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of the proposed M&A transaction between SolarPower Corporation and GreenTech Inc., could you provide an overview of the pertinent regulatory authorities that are currently reviewing the deal, as well as their primary concerns? Furthermore, I would appreciate it if you could furnish information regarding the personnel composition of GreenTech\\'s R&D facility that SolarPower has pledged to retain, specifically the number of scientists and engineers employed therein. Additionally, what are the financial implications for SolarPower in the event that the requisite regulatory approvals are not secured, particularly with regards to the breakup fee stipulated in the agreement?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"What regulatory bodies are scrutinizing the acquisition of GreenTech Inc. by SolarPower Corporation, and what are their concerns? How many scientists and engineers work at GreenTech's R&D center that SolarPower is committed to maintaining? What's the breakup fee if SolarPower fails to secure regulatory approvals?\"},\n", + " {'new_question': '{\\n\"new_question\": \"Pursuant to the proposed acquisition of GreenTech Inc. by SolarPower Corporation, which regulatory agencies are conducting reviews and what specific concerns have they articulated? Furthermore, what is the current personnel composition of GreenTech\\'s research and development center that SolarPower Corporation has pledged to retain, specifically with regard to the number of scientists and engineers employed therein? In the event that SolarPower Corporation fails to obtain requisite regulatory approvals, what is the stipulated breakup fee as per the terms of the acquisition agreement?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"What regulatory bodies are scrutinizing the acquisition of GreenTech Inc. by SolarPower Corporation, and what are their concerns? How many scientists and engineers work at GreenTech's R&D center that SolarPower is committed to maintaining? What's the breakup fee if SolarPower fails to secure regulatory approvals?\"},\n", + " {'new_question': '{\\n\"new_question\": \"BIG DEAL ALERT! Who\\'s Watching SolarPower\\'s GreenTech Takeover? How many brains will they keep at the R&D hub? What\\'s the penalty if it all falls apart?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"What regulatory bodies are scrutinizing the acquisition of GreenTech Inc. by SolarPower Corporation, and what are their concerns? How many scientists and engineers work at GreenTech's R&D center that SolarPower is committed to maintaining? What's the breakup fee if SolarPower fails to secure regulatory approvals?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of mergers and acquisitions, specifically with regards to the consolidation of entities within the renewable energy sector, what modalities of evaluation and verification are typically employed as part of the due diligence protocol to guarantee a comprehensive accounting of all material assets and liabilities, and how are these assessments integrated into the overarching strategic framework of the transaction to ensure a thorough understanding of the combined entity\\'s financial and operational posture?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': 'What types of assessments and audits are part of the due diligence process for the SolarPower and GreenTech merger, and how do they ensure all assets and liabilities are accounted for?'},\n", + " {'new_question': '{\\n \"new_question\": \"In the context of a corporate merger, specifically the consolidation of SolarPower and GreenTech, what categories of evaluations and examinations are typically conducted during the due diligence phase to guarantee a comprehensive accounting of all assets and liabilities, and what methodologies are employed to ensure the accuracy and thoroughness of such assessments?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': 'What types of assessments and audits are part of the due diligence process for the SolarPower and GreenTech merger, and how do they ensure all assets and liabilities are accounted for?'},\n", + " {'new_question': '{\\n\"new_question\": \"SolarPower and GreenTech Merger: What\\'s Really Going On? Are They Hiding Something? What Kind of Audits Are They Doing to Make Sure Everything is Good to Go?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': 'What types of assessments and audits are part of the due diligence process for the SolarPower and GreenTech merger, and how do they ensure all assets and liabilities are accounted for?'},\n", + " {'new_question': '{\\n\"new_question\": \"In light of the proposed acquisition of GreenTech by SolarPower, what specific anticompetitive concerns is the Federal Trade Commission (FTC) likely to raise, and how might these regulatory hurdles impact the broader dynamics of the renewable energy storage market, particularly with regards to the potential for diminished competition and innovation in the sector?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"What's worrying the FTC about SolarPower buying GreenTech, and how could this affect the renewable energy storage market?\"},\n", + " {'new_question': '{\\n\"new_question\": \"What specific concerns has the Federal Trade Commission (FTC) raised regarding the proposed acquisition of GreenTech by SolarPower, and what potential implications may this transaction have on the competitive landscape of the renewable energy storage market?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"What's worrying the FTC about SolarPower buying GreenTech, and how could this affect the renewable energy storage market?\"},\n", + " {'new_question': '{\\n\"new_question\": \"BIG DEAL ALERT! SolarPower Just Bought GreenTech - Is This BAD NEWS For Renewable Energy Storage?!\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"What's worrying the FTC about SolarPower buying GreenTech, and how could this affect the renewable energy storage market?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In light of the recent consolidation, what measures are being implemented to mitigate potential disruptions to GreenTech\\'s research and development operations, as well as to address the job security concerns of its personnel, particularly in light of the strategic reorganization under SolarPower\\'s oversight?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"How is SolarPower addressing concerns about the impact of the merger on GreenTech's R&D center and employees?\"},\n", + " {'new_question': '{\\n \"new_question\": \"What specific measures is SolarPower implementing to mitigate potential disruptions to GreenTech\\'s research and development operations, as well as to address the job security concerns of GreenTech\\'s employees, in light of the proposed merger between the two entities?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"How is SolarPower addressing concerns about the impact of the merger on GreenTech's R&D center and employees?\"},\n", + " {'new_question': '{\\n\"new_question\": \"Will SolarPower Kill GreenTech\\'s Research Center After Merger? What Happens to Employees?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"How is SolarPower addressing concerns about the impact of the merger on GreenTech's R&D center and employees?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of EU antitrust policy, what oversight responsibilities does the European Commission assume in evaluating the proposed consolidation of SolarPower and GreenTech, and what remedial measures might be mandated to mitigate potential anticompetitive effects and ensure conformity with prevailing EU regulatory frameworks?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"What's the European Commission's role in reviewing the SolarPower and GreenTech merger, and what concessions might be needed to address competition concerns and comply with EU regulations?\"},\n", + " {'new_question': '{\\n\"new_question\": \"Pursuant to Article 6(1)(c) of the EU Merger Regulation, what specific responsibilities does the European Commission assume in examining the proposed concentration between SolarPower and GreenTech, and what remedial measures may be necessitated to alleviate concerns regarding competition and ensure compliance with applicable EU law provisions?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"What's the European Commission's role in reviewing the SolarPower and GreenTech merger, and what concessions might be needed to address competition concerns and comply with EU regulations?\"},\n", + " {'new_question': '{\\n\"new_question\": \"EU Merger Alert: Will SolarPower and GreenTech Get the Green Light? What\\'s the European Commission\\'s Next Move to Make Sure They Play by the Rules?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"What's the European Commission's role in reviewing the SolarPower and GreenTech merger, and what concessions might be needed to address competition concerns and comply with EU regulations?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of antitrust regulations, what specific accommodations may be required of SolarPower and GreenTech to mitigate concerns regarding diminished market competition within the European Union, and how might such accommodations influence the strategic allocation of GreenTech\\'s research and development resources in the future?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"What concessions might SolarPower and GreenTech need to make to address EU concerns about reduced competition, and how could these concessions affect GreenTech's R&D priorities going forward?\"},\n", + " {'new_question': '{\\n\"new_question\": \"What specific accommodations may be required of SolarPower and GreenTech to alleviate concerns regarding diminished competition within the European Union, and in what manner might such accommodations influence the prioritization of research and development initiatives at GreenTech?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"What concessions might SolarPower and GreenTech need to make to address EU concerns about reduced competition, and how could these concessions affect GreenTech's R&D priorities going forward?\"},\n", + " {'new_question': '{\\n\"new_question\": \"Will SolarPower and GreenTech Have to Make Major Sacrifices to Appease the EU? What Does This Mean for GreenTech\\'s Future Plans?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"What concessions might SolarPower and GreenTech need to make to address EU concerns about reduced competition, and how could these concessions affect GreenTech's R&D priorities going forward?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of a strategic consolidation, what are the implications of incorporating provisions that maintain the autonomy of a key research and development facility, while also imposing limitations on operational scope, on the merged entity\\'s capacity to realize synergies and navigate regulatory scrutiny, all while ensuring adherence to pertinent legislative and regulatory frameworks?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"How will the agreement's provisions, such as keeping GreenTech's R&D center independent and restricting its business operations, impact the companies' ability to achieve the merger's benefits while addressing regulatory concerns and ensuring compliance with laws and regulations?\"},\n", + " {'new_question': '{\\n \"new_question\": \"What are the implications of the agreement\\'s stipulations, specifically the requirements that GreenTech\\'s research and development center remain autonomous and its business operations be curtailed, on the merged entity\\'s capacity to realize the anticipated benefits of the merger while navigating regulatory scrutiny and ensuring adherence to applicable laws and regulations?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"How will the agreement's provisions, such as keeping GreenTech's R&D center independent and restricting its business operations, impact the companies' ability to achieve the merger's benefits while addressing regulatory concerns and ensuring compliance with laws and regulations?\"},\n", + " {'new_question': '{\\n\"new_question\": \"Will GreenTech\\'s Big Merger Deal Really Work? Can They Make Money and Follow the Rules at the Same Time?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"How will the agreement's provisions, such as keeping GreenTech's R&D center independent and restricting its business operations, impact the companies' ability to achieve the merger's benefits while addressing regulatory concerns and ensuring compliance with laws and regulations?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of consolidating market presence while navigating regulatory scrutiny, what strategic considerations should a newly formed entity in the renewable energy sector prioritize in order to reconcile operational efficiencies with the imperative of maintaining a competitive landscape, and what targeted actions can be taken to mitigate concerns regarding market concentration while still achieving key business objectives?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': 'How can SolarPower and GreenTech balance the operational synergies from the merger with the need to maintain competition in the renewable energy storage market, and what specific measures can they take to address antitrust concerns while achieving their strategic objectives?'},\n", + " {'new_question': '{\\n \"new_question\": \"In the context of a corporate consolidation, what strategic measures can be implemented to reconcile the operational efficiencies resulting from the integration of two entities with the regulatory imperative to preserve market competition, and what concrete steps can be taken to mitigate concerns regarding monopolistic practices while achieving the desired business outcomes in the renewable energy storage sector?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': 'How can SolarPower and GreenTech balance the operational synergies from the merger with the need to maintain competition in the renewable energy storage market, and what specific measures can they take to address antitrust concerns while achieving their strategic objectives?'},\n", + " {'new_question': '{\\n\"new_question\": \"SolarPower and GreenTech Just Merged! Can They Work Together Without Taking Over the Renewable Energy Market? What\\'s the Plan to Avoid Antitrust Issues and Still Dominate the Industry?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': 'How can SolarPower and GreenTech balance the operational synergies from the merger with the need to maintain competition in the renewable energy storage market, and what specific measures can they take to address antitrust concerns while achieving their strategic objectives?'},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of a proposed consolidation, what specific accommodations may be required of SolarPower and GreenTech to obtain regulatory clearance from the European Commission, and what implications might these accommodations have for the deal\\'s valuation and underlying strategic justification?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"What concessions might SolarPower and GreenTech need to make to secure European Commission approval, and how could these concessions impact the merger's overall value and strategic rationale?\"},\n", + " {'new_question': '{\\n\"new_question\": \"What specific accommodations may be required of SolarPower and GreenTech to obtain approval from the European Commission, and what would be the resultant effects on the merger\\'s valuation and underlying strategic justification?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"What concessions might SolarPower and GreenTech need to make to secure European Commission approval, and how could these concessions impact the merger's overall value and strategic rationale?\"},\n", + " {'new_question': '{\\n\"new_question\": \"Will SolarPower and GreenTech Have to Give Up Too Much to Get EU Approval? What\\'s the Real Cost of This Merger?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"What concessions might SolarPower and GreenTech need to make to secure European Commission approval, and how could these concessions impact the merger's overall value and strategic rationale?\"},\n", + " {'new_question': '{\\n\"new_question\": \"To what extent do the contractual safeguards and assurances embedded in the merger agreement serve to mitigate potential risks and facilitate a seamless integration, and what are the implications of either a breach of these provisions or a deal failure resulting from regulatory hurdles?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"How effective are the covenants and representations and warranties in the merger agreement at mitigating risks and ensuring a smooth transition, and what happens if they're breached or the deal falls through due to regulatory issues?\"},\n", + " {'new_question': '{\\n \"new_question\": \"To what extent do the covenants, representations, and warranties stipulated in the merger agreement serve to mitigate potential risks and facilitate a seamless transition, and what are the consequences of either a breach of these provisions or the failure of the transaction due to regulatory hurdles?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"How effective are the covenants and representations and warranties in the merger agreement at mitigating risks and ensuring a smooth transition, and what happens if they're breached or the deal falls through due to regulatory issues?\"},\n", + " {'new_question': '{\\n\"new_question\": \"Merger Agreement Disaster? What Happens if Covenants and Warranties Fail or Regulators Kill the Deal?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"How effective are the covenants and representations and warranties in the merger agreement at mitigating risks and ensuring a smooth transition, and what happens if they're breached or the deal falls through due to regulatory issues?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of the proposed consolidation between SolarPower and GreenTech, which governmental agencies responsible for oversight and regulation are presently scrutinizing the transaction, and what specific issues are they likely to focus on in their examination of the deal\\'s potential impact on market dynamics and competition?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': 'What regulatory bodies are reviewing the SolarPower and GreenTech merger, and what are their main concerns?'},\n", + " {'new_question': '{\\n \"new_question\": \"Which governmental agencies are presently scrutinizing the proposed consolidation of SolarPower and GreenTech, and what specific issues are they investigating in relation to this transaction?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': 'What regulatory bodies are reviewing the SolarPower and GreenTech merger, and what are their main concerns?'},\n", + " {'new_question': '{\\n\"new_question\": \"SolarPower and GreenTech Merger: Who\\'s Checking It Out and Why Are They Freaking Out?!\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': 'What regulatory bodies are reviewing the SolarPower and GreenTech merger, and what are their main concerns?'},\n", + " {'new_question': '{\\n\"new_question\": \"In light of the proposed consolidation, what specific undertakings and accommodations has SolarPower proffered to mitigate apprehensions, and what are the implications of these measures for the overall viability and efficacy of the transaction?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"What commitments and concessions has SolarPower made to address concerns about the merger, and how will these impact the deal's success?\"},\n", + " {'new_question': '{\\n \"new_question\": \"What specific undertakings and compromises has SolarPower agreed to in order to mitigate concerns regarding the proposed merger, and what are the anticipated effects of these measures on the overall viability and success of the transaction?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"What commitments and concessions has SolarPower made to address concerns about the merger, and how will these impact the deal's success?\"},\n", + " {'new_question': '{\\n\"new_question\": \"SolarPower Merger: What\\'s the Big Deal? What\\'s Changing to Make it Happen?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"What commitments and concessions has SolarPower made to address concerns about the merger, and how will these impact the deal's success?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In light of potential antitrust reviews by key regulatory bodies, specifically the Federal Trade Commission and the European Commission, what are the implications for the proposed merger between SolarPower and GreenTech, and how might the dissolution of this agreement impact the strategic positioning and market valuation of both entities within the renewable energy sector?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': 'Could regulatory scrutiny from the FTC and European Commission jeopardize the SolarPower and GreenTech acquisition deal, and what would happen to both companies if it falls through?'},\n", + " {'new_question': '{\\n \"new_question\": \"What are the potential consequences for SolarPower and GreenTech in the event that their proposed acquisition deal is subject to heightened regulatory scrutiny by the Federal Trade Commission and the European Commission, and ultimately fails to come to fruition?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': 'Could regulatory scrutiny from the FTC and European Commission jeopardize the SolarPower and GreenTech acquisition deal, and what would happen to both companies if it falls through?'},\n", + " {'new_question': '{\\n\"new_question\": \"Will Government Agencies KILL the SolarPower and GreenTech Deal? What Happens Next if it Fails?!\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': 'Could regulatory scrutiny from the FTC and European Commission jeopardize the SolarPower and GreenTech acquisition deal, and what would happen to both companies if it falls through?'},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of post-merger integration, what strategic initiatives will SolarPower implement to maintain the organizational ethos and mitigate potential workforce redundancies associated with the acquisition of GreenTech, considering the latter\\'s reputation for innovation and the potential risks to employee morale and retention?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"How is SolarPower planning to preserve GreenTech's innovative culture and address concerns about layoffs after the acquisition?\"},\n", + " {'new_question': '{\\n \"new_question\": \"What specific measures will SolarPower implement to maintain GreenTech\\'s distinctive cultural identity and mitigate potential workforce reductions following the acquisition, in light of concerns expressed by stakeholders regarding the potential erosion of innovation and job security?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"How is SolarPower planning to preserve GreenTech's innovative culture and address concerns about layoffs after the acquisition?\"},\n", + " {'new_question': '{\\n\"new_question\": \"Will SolarPower RUIN GreenTech After Buying It?!\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"How is SolarPower planning to preserve GreenTech's innovative culture and address concerns about layoffs after the acquisition?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of a strategic consolidation, what are the anticipated operational efficiencies arising from the integration of SolarPower Corporation and GreenTech Inc., and how are these efficiencies projected to influence aggregate production costs and revenue over the forthcoming biennial period? Furthermore, what are the primary drivers of these efficiencies, and what implications do they hold for the combined entity\\'s competitive positioning within the renewable energy sector, particularly in relation to its ability to navigate evolving market dynamics and capitalize on emerging trends?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"What are the key operational synergies expected from the merger between SolarPower Corporation and GreenTech Inc., and how will they impact production costs and revenue over the next two years? What's driving these synergies and what does it mean for their competitiveness in the renewable energy sector?\"},\n", + " {'new_question': '{\\n\"new_question\": \"Pursuant to the proposed consolidation of SolarPower Corporation and GreenTech Inc., what specific operational synergies are anticipated to arise, and what will be their quantifiable impact on production expenditures and revenue projections over the subsequent 24-month period? Furthermore, what are the primary drivers of these synergies, and how will they influence the combined entity\\'s competitive positioning within the renewable energy industry?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"What are the key operational synergies expected from the merger between SolarPower Corporation and GreenTech Inc., and how will they impact production costs and revenue over the next two years? What's driving these synergies and what does it mean for their competitiveness in the renewable energy sector?\"},\n", + " {'new_question': '{\\n\"new_question\": \"SolarPower Corporation and GreenTech Inc. are Merging! What will Happen Next? Will they Make More Money and Crush the Competition in Renewable Energy?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"What are the key operational synergies expected from the merger between SolarPower Corporation and GreenTech Inc., and how will they impact production costs and revenue over the next two years? What's driving these synergies and what does it mean for their competitiveness in the renewable energy sector?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of antitrust regulatory frameworks, what strategic compromises might be requisite for SolarPower and GreenTech to mitigate concerns regarding diminished market competitiveness and thereby facilitate a successful merger approval process, considering the prevailing economic and financial market dynamics?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': 'What concessions might SolarPower and GreenTech need to make to alleviate concerns about reduced competition and secure approval for the merger?'},\n", + " {'new_question': '{\\n\"new_question\": \"What specific accommodations would SolarPower and GreenTech be required to undertake in order to mitigate concerns regarding diminished competition and thereby obtain regulatory approval for their proposed merger?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': 'What concessions might SolarPower and GreenTech need to make to alleviate concerns about reduced competition and secure approval for the merger?'},\n", + " {'new_question': '{\\n\"new_question\": \"SolarPower and GreenTech Merger: What\\'s the Big Deal? What do they gotta give up to make it happen?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': 'What concessions might SolarPower and GreenTech need to make to alleviate concerns about reduced competition and secure approval for the merger?'},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of a strategic acquisition, what are the salient features of the due diligence protocol embedded within the definitive agreement, and how do these elements serve to attenuate potential risks and liabilities? Furthermore, how do the contractual provisions, including representations, warranties, and covenants, function to safeguard the interests of both the acquirer and the target entity, thereby preserving the intrinsic value of the latter, specifically in the case of GreenTech?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"What are the key components of the due diligence process in the merger agreement, and how do they help mitigate risks? How do the representations, warranties, and covenants protect both parties and preserve GreenTech's value?\"},\n", + " {'new_question': '{\\n \"new_question\": \"What specific elements comprise the due diligence process in a merger agreement, and in what manner do they serve to minimize potential risks? Furthermore, how do representations, warranties, and covenants function to safeguard the interests of both parties involved and maintain the value of the entity in question, such as GreenTech, within the context of such an agreement?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"What are the key components of the due diligence process in the merger agreement, and how do they help mitigate risks? How do the representations, warranties, and covenants protect both parties and preserve GreenTech's value?\"},\n", + " {'new_question': '{\\n\"new_question\": \"Merger Alert! What are the BIG 3 things GreenTech needs to do to avoid getting burned in a merger deal? How do they keep everything safe and valuable for both sides?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"What are the key components of the due diligence process in the merger agreement, and how do they help mitigate risks? How do the representations, warranties, and covenants protect both parties and preserve GreenTech's value?\"},\n", + " {'new_question': '{\\n\"new_question\": \"Considering the proposed consolidation of GreenTech and SolarPower, what synergistic advantages can be anticipated through the strategic integration of their respective technological infrastructures and operational networks, and what key factors will drive the realization of these benefits in the context of the merged entity\\'s overall strategic framework?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': 'What are the potential benefits of the GreenTech and SolarPower merger, and how will they be achieved through the integration of their technologies and networks?'},\n", + " {'new_question': '{\\n \"new_question\": \"What specific synergies and strategic advantages are anticipated to arise from the proposed consolidation of GreenTech and SolarPower, and by what means will the integration of their respective technological infrastructure and distribution networks serve to realize these projected benefits?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': 'What are the potential benefits of the GreenTech and SolarPower merger, and how will they be achieved through the integration of their technologies and networks?'},\n", + " {'new_question': '{\\n\"new_question\": \"GreenTech and SolarPower Join Forces: What Awesome Things Will Happen Next?!\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': 'What are the potential benefits of the GreenTech and SolarPower merger, and how will they be achieved through the integration of their technologies and networks?'},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of the proposed consolidation between SolarPower and GreenTech, what is the scope of oversight currently being exercised by regulatory authorities, and what specific issues are being scrutinized? Furthermore, what strategic responses are the parties involved employing to address these concerns and facilitate a successful integration, considering the broader implications for the sector and the requisite compliance with relevant financial and economic regulations?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': 'How many regulatory bodies are reviewing the SolarPower and GreenTech merger, and what concerns are they addressing? How are the companies responding to these concerns?'},\n", + " {'new_question': '{\\n \"new_question\": \"Pursuant to the proposed consolidation of SolarPower and GreenTech, what is the aggregate number of governmental regulatory agencies currently scrutinizing the transaction, and what specific issues are being examined? Furthermore, what formal responses or submissions, if any, have SolarPower and GreenTech made to address the concerns raised by these regulatory entities?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': 'How many regulatory bodies are reviewing the SolarPower and GreenTech merger, and what concerns are they addressing? How are the companies responding to these concerns?'},\n", + " {'new_question': '{\\n\"new_question\": \"SolarPower and GreenTech Merger: How Many Regulators Are Saying NO? What\\'s the Big Problem and How Are They Fixing It?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': 'How many regulatory bodies are reviewing the SolarPower and GreenTech merger, and what concerns are they addressing? How are the companies responding to these concerns?'},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of a merger review by a regulatory authority, what strategic considerations might arise for the involved entities regarding concessions, and how might these concessions shape market dynamics within a given economic region, taking into account the broader implications for competition and industry structure?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"How might the European Commission's review of the SolarPower and GreenTech merger influence the companies' decisions on concessions, and what are some potential examples of these concessions and their impact on the EU market?\"},\n", + " {'new_question': '{\\n \"new_question\": \"In the context of the European Commission\\'s examination of the proposed SolarPower and GreenTech merger, what specific concessions might the parties offer to address potential competition concerns, and how could such concessions affect the competitive landscape of the EU market for renewable energy solutions, considering the Commission\\'s regulatory framework and precedents in similar cases?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"How might the European Commission's review of the SolarPower and GreenTech merger influence the companies' decisions on concessions, and what are some potential examples of these concessions and their impact on the EU market?\"},\n", + " {'new_question': '{\\n\"new_question\": \"EU Merger Alert: Will SolarPower and GreenTech Make Big Concessions to Get Deal Done? What Will This Mean for Europe?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"How might the European Commission's review of the SolarPower and GreenTech merger influence the companies' decisions on concessions, and what are some potential examples of these concessions and their impact on the EU market?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of consolidations within the renewable energy sector, what strategic considerations should vertically-integrated firms prioritize to mitigate regulatory concerns regarding market concentration, while optimizing post-merger operational efficiencies and competitiveness in the energy storage solutions space, particularly in light of the proposed amalgamation between SolarPower Corporation and GreenTech Inc.?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"How can SolarPower Corporation and GreenTech Inc. address antitrust concerns and show that their merger won't stifle competition and innovation in the renewable energy storage market, and what impact might this have on their operational synergies and competitiveness?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of a proposed consolidation, what measures can SolarPower Corporation and GreenTech Inc. implement to alleviate concerns regarding monopolistic practices, and how can they demonstrate that their combined entity will not impede market competition or innovation in the renewable energy storage sector, while also considering the potential effects on their operational efficiencies and competitive positioning?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"How can SolarPower Corporation and GreenTech Inc. address antitrust concerns and show that their merger won't stifle competition and innovation in the renewable energy storage market, and what impact might this have on their operational synergies and competitiveness?\"},\n", + " {'new_question': '{\\n\"new_question\": \"SolarPower Corporation and GreenTech Inc. are Merging! Will they Kill Competition in Renewable Energy Storage? How will this affect their Business Operations?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"How can SolarPower Corporation and GreenTech Inc. address antitrust concerns and show that their merger won't stifle competition and innovation in the renewable energy storage market, and what impact might this have on their operational synergies and competitiveness?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of a recent acquisition, what implications might arise from the acquirer\\'s decision to maintain the target company\\'s research and development facility as a standalone entity, while also upholding pre-existing employment agreements, with regard to the regulatory assessment of the deal\\'s competitive impact and adherence to supranational market governance frameworks in the relevant jurisdiction?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"How will SolarPower's decisions to keep GreenTech's R&D center independent and honor existing employment contracts affect the European Commission's evaluation of the merger's competitiveness and compliance with EU market regulations?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of the proposed merger, what implications will the acquiring entity\\'s determination to maintain the target company\\'s research and development facility as a separate entity, coupled with its commitment to uphold pre-existing employment agreements, have on the regulatory body\\'s assessment of the transaction\\'s conformity with regional competition laws and adherence to supranational market directives?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"How will SolarPower's decisions to keep GreenTech's R&D center independent and honor existing employment contracts affect the European Commission's evaluation of the merger's competitiveness and compliance with EU market regulations?\"},\n", + " {'new_question': '{\\n\"new_question\": \"Will SolarPower\\'s Big Move Kill the Merger with GreenTech? What Does it Mean for Europe\\'s Tough Market Rules?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"How will SolarPower's decisions to keep GreenTech's R&D center independent and honor existing employment contracts affect the European Commission's evaluation of the merger's competitiveness and compliance with EU market regulations?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In light of the forthcoming assessment by the European Commission regarding the proposed acquisition of GreenTech by SolarPower Corporation, what are the potential implications for the competitive landscape and market concentration within the EU, particularly with respect to the ramifications for incumbent operators and prospective new entrants in the renewable energy sector?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"How might the European Commission's review of the GreenTech acquisition by SolarPower Corporation impact the EU market in terms of competition and market dominance?\"},\n", + " {'new_question': '{\\n \"new_question\": \"What are the potential implications of the European Commission\\'s examination of SolarPower Corporation\\'s acquisition of GreenTech on the competitive landscape and market concentration within the EU?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"How might the European Commission's review of the GreenTech acquisition by SolarPower Corporation impact the EU market in terms of competition and market dominance?\"},\n", + " {'new_question': '{\\n\"new_question\": \"EU Takeover Alert: Will SolarPower Corp\\'s GreenTech Buyout Get Blocked by European Commission? What\\'s at Stake for EU Market?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"How might the European Commission's review of the GreenTech acquisition by SolarPower Corporation impact the EU market in terms of competition and market dominance?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of consolidations within the renewable energy storage sector, what strategic considerations should key players prioritize to mitigate potential anticompetitive effects, and how might these considerations influence the efficacy and organizational structure of prospective mergers and acquisitions, particularly in terms of preserving market dynamism and optimizing synergistic benefits?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"How can SolarPower and GreenTech address antitrust concerns and reduce the risk of reduced competition in the renewable energy storage market, and what impact might this have on the acquisition's benefits and structure?\"},\n", + " {'new_question': '{\\n \"new_question\": \"What measures can be implemented by SolarPower and GreenTech to mitigate antitrust concerns and minimize the risk of diminished competition in the renewable energy storage market, and how might such measures affect the efficacy and organizational structure of the proposed acquisition?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"How can SolarPower and GreenTech address antitrust concerns and reduce the risk of reduced competition in the renewable energy storage market, and what impact might this have on the acquisition's benefits and structure?\"},\n", + " {'new_question': '{\\n\"new_question\": \"SolarPower and GreenTech: Are They Killing Competition in Renewable Energy Storage? What\\'s the Real Impact on Their Big Deal?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"How can SolarPower and GreenTech address antitrust concerns and reduce the risk of reduced competition in the renewable energy storage market, and what impact might this have on the acquisition's benefits and structure?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In consideration of a strategic expansion via M&A, what are the salient advantages and disadvantages attendant to the proposed acquisition of GreenTech, and how do these factors influence the deal\\'s overall feasibility within the context of our corporate growth strategy and prevailing market conditions?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"What are the potential benefits and drawbacks of the GreenTech acquisition, and how do they impact the deal's overall viability?\"},\n", + " {'new_question': '{\\n \"new_question\": \"What are the respective advantages and disadvantages attendant to the proposed acquisition of GreenTech, and in what manner do these factors collectively affect the overall feasibility of the transaction?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"What are the potential benefits and drawbacks of the GreenTech acquisition, and how do they impact the deal's overall viability?\"},\n", + " {'new_question': '{\\n\"new_question\": \"GreenTech Acquisition: Good or Bad? What\\'s the Real Deal?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"What are the potential benefits and drawbacks of the GreenTech acquisition, and how do they impact the deal's overall viability?\"},\n", + " {'new_question': '{\\n\"new_question\": \"Considering the strategic partnership between SolarPower and GreenTech, what are the salient risk factors attendant to this transaction, and what specific mitigation strategies are being employed to counteract these potential liabilities? Furthermore, can an enumeration of the discrete risk elements being addressed through this collaborative agreement be provided, with a view towards contextualizing the overall risk management framework?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"What are the risks associated with the SolarPower and GreenTech deal, and how are they trying to mitigate them? Can you count the number of potential risks they're addressing through this agreement?\"},\n", + " {'new_question': '{\"new_question\": \"What specific liabilities and exposures are inherent to the proposed transaction between SolarPower and GreenTech, and what precise measures are being implemented to offset or minimize such vulnerabilities? Furthermore, can a comprehensive enumeration be provided of the total number of potential risk factors that this agreement aims to address?\"}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"What are the risks associated with the SolarPower and GreenTech deal, and how are they trying to mitigate them? Can you count the number of potential risks they're addressing through this agreement?\"},\n", + " {'new_question': '{\\n\"new_question\": \"SolarPower and GreenTech Deal: What\\'s the BIGGEST Risk? Are They Doing Enough to Fix It? Count the Problems They\\'re Trying to Solve!\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"What are the risks associated with the SolarPower and GreenTech deal, and how are they trying to mitigate them? Can you count the number of potential risks they're addressing through this agreement?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of evaluating the competitive implications of a proposed consolidation within the renewable energy sector, what key parameters will the relevant regulatory authority employ to assess the potential market effects, and what strategic considerations should the participating entities prioritize to ensure conformity with prevailing antitrust statutes and mitigate concerns regarding diminished market rivalry?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"What factors will the European Commission consider when reviewing the merger's impact on the EU market, and how can the companies involved ensure compliance with the EU Merger Regulation and address concerns about reduced competition in the renewable energy sector?\"},\n", + " {'new_question': '{\\n \"new_question\": \"Pursuant to Article 2 of the EU Merger Regulation, what specific factors will be scrutinized by the competent authority when assessing the proposed merger\\'s potential impact on the EU market, and what measures can the participating undertakings take to guarantee conformity with the Regulation\\'s requirements and alleviate concerns regarding diminished competition in the renewable energy sector, in accordance with the European Commission\\'s established practice and relevant case law?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"What factors will the European Commission consider when reviewing the merger's impact on the EU market, and how can the companies involved ensure compliance with the EU Merger Regulation and address concerns about reduced competition in the renewable energy sector?\"},\n", + " {'new_question': '{\\n\"new_question\": \"EU Merger Alert! What\\'s the Big Deal? Will the European Commission Give a Green Light to the Merger? How Can Companies Play by the Rules and Keep the Renewable Energy Market Competitive?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"What factors will the European Commission consider when reviewing the merger's impact on the EU market, and how can the companies involved ensure compliance with the EU Merger Regulation and address concerns about reduced competition in the renewable energy sector?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In light of the proposed consolidation of GreenTech Inc. under SolarPower Corporation, what are the implications for market structure and competitiveness in the renewable energy storage sector, particularly with regards to the potential for diminished innovation and the ascendancy of a dominant market player?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"Won't the acquisition of GreenTech Inc. by SolarPower Corporation create a monopoly in the renewable energy storage market and stifle competition and innovation?\"},\n", + " {'new_question': '{\\n \"new_question\": \"Does the proposed acquisition of GreenTech Inc. by SolarPower Corporation contravene antitrust regulations by potentially establishing a dominant market position in renewable energy storage, thereby suppressing competition and innovation in this sector?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"Won't the acquisition of GreenTech Inc. by SolarPower Corporation create a monopoly in the renewable energy storage market and stifle competition and innovation?\"},\n", + " {'new_question': '{\\n\"new_question\": \"Will SolarPower Corporation\\'s Takeover of GreenTech Inc. KILL Competition in Renewable Energy Storage?!\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"Won't the acquisition of GreenTech Inc. by SolarPower Corporation create a monopoly in the renewable energy storage market and stifle competition and innovation?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In light of the forthcoming assessment by the European Commission regarding the proposed consolidation of SolarPower and GreenTech, what are the potential implications for the broader EU market landscape, and what specific accommodations or adjustments might be requisite to secure regulatory approval, considering the prevailing economic and financial paradigms governing competition policy within the region?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"How will the European Commission's review of the SolarPower and GreenTech merger impact the EU market, and what concessions might be needed to get approval?\"},\n", + " {'new_question': '{\\n \"new_question\": \"What are the potential implications of the European Commission\\'s examination of the proposed SolarPower and GreenTech consolidation on the EU market, and what specific undertakings or modifications may be required to secure regulatory clearance under EU competition law?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"How will the European Commission's review of the SolarPower and GreenTech merger impact the EU market, and what concessions might be needed to get approval?\"},\n", + " {'new_question': '{\\n\"new_question\": \"EU Merger Alert: Will SolarPower and GreenTech Get the Green Light? What\\'s the Real Cost of Approval?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"How will the European Commission's review of the SolarPower and GreenTech merger impact the EU market, and what concessions might be needed to get approval?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of post-merger integration, what strategic initiatives will SolarPower employ to maintain the organizational ethos and innovative propensity of GreenTech, and how will these measures be operationalized to ensure a seamless cultural transition?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"How will SolarPower preserve GreenTech's innovative culture after the merger, and what specific steps will they take to implement these measures?\"},\n", + " {'new_question': '{\\n \"new_question\": \"What concrete measures will SolarPower implement to ensure the preservation of GreenTech\\'s innovative culture following the merger, and what specific protocols will be established to facilitate a seamless integration of these measures into the combined entity\\'s operational framework?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"How will SolarPower preserve GreenTech's innovative culture after the merger, and what specific steps will they take to implement these measures?\"},\n", + " {'new_question': '{\\n\"new_question\": \"Will SolarPower Kill GreenTech\\'s Innovation After Merger? What\\'s the Plan to Save It?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"How will SolarPower preserve GreenTech's innovative culture after the merger, and what specific steps will they take to implement these measures?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of post-merger integration, what specific contractual stipulations have been mutually agreed upon by the parties involved to safeguard the valuation of the acquired entity and facilitate a seamless operational handover, considering the strategic consolidation of SolarPower and GreenTech?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"What covenants have SolarPower and GreenTech agreed to, to preserve GreenTech's value and ensure a smooth transition after the merger?\"},\n", + " {'new_question': '{\\n \"new_question\": \"What specific contractual obligations have SolarPower and GreenTech mutually agreed upon to safeguard GreenTech\\'s valuation and facilitate an orderly post-merger integration process?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"What covenants have SolarPower and GreenTech agreed to, to preserve GreenTech's value and ensure a smooth transition after the merger?\"},\n", + " {'new_question': '{\\n\"new_question\": \"SolarPower and GreenTech Merger: What\\'s the Secret Deal to Save GreenTech\\'s Value?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"What covenants have SolarPower and GreenTech agreed to, to preserve GreenTech's value and ensure a smooth transition after the merger?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of strategic consolidation, what is the rationale underlying the exhaustive due diligence protocol stipulated in the merger agreement, and what specific types of evaluations and audits are typically conducted to safeguard the acquirer\\'s interests, particularly with regard to the valuation and integration of GreenTech\\'s asset base and liability structure?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"What's the point of the comprehensive due diligence process in the merger agreement, and what kind of assessments and audits are included to protect GreenTech's assets and liabilities?\"},\n", + " {'new_question': '{\\n \"new_question\": \"What specific objectives are served by the comprehensive due diligence process as stipulated in the merger agreement, and what categories of assessments and audits are typically included to safeguard the assets and liabilities of GreenTech, the entity subject to acquisition, in accordance with prevailing corporate law and regulatory standards?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"What's the point of the comprehensive due diligence process in the merger agreement, and what kind of assessments and audits are included to protect GreenTech's assets and liabilities?\"},\n", + " {'new_question': '{\\n\"new_question\": \"GreenTech Merger SHOCKER! What\\'s the Big Deal with Due Diligence? Are They Hiding Something? What Kind of Audits Are They Doing Anyway?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"What's the point of the comprehensive due diligence process in the merger agreement, and what kind of assessments and audits are included to protect GreenTech's assets and liabilities?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of consolidations within the renewable energy sector, what accommodations may be requisite for SolarPower and GreenTech to ameliorate concerns regarding diminished competitiveness, as articulated by EU regulatory bodies, and how can these entities ensure that such accommodations comport with EU directives on market equitability and consumer safeguards, thereby optimizing the strategic benefits of the proposed merger while maintaining compliance with supranational regulatory frameworks?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': 'What concessions might SolarPower and GreenTech need to make to address EU concerns about reduced competition, and how can they ensure these concessions align with EU policies on market fairness and consumer protection while still achieving the benefits of the merger?'},\n", + " {'new_question': '{\\n \"new_question\": \"What specific accommodations may be required of SolarPower and GreenTech to alleviate concerns regarding diminished competition, as raised by the European Union, and in what manner can these entities ensure that such accommodations comport with EU regulations governing market fairness and consumer protection, thereby optimizing the merger\\'s benefits while maintaining compliance with relevant EU policies and directives?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': 'What concessions might SolarPower and GreenTech need to make to address EU concerns about reduced competition, and how can they ensure these concessions align with EU policies on market fairness and consumer protection while still achieving the benefits of the merger?'},\n", + " {'new_question': '{\\n\"new_question\": \"SolarPower and GreenTech Merger in BIG Trouble! What do they need to give up to make EU happy about competition? Can they make it work and still get what they want?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': 'What concessions might SolarPower and GreenTech need to make to address EU concerns about reduced competition, and how can they ensure these concessions align with EU policies on market fairness and consumer protection while still achieving the benefits of the merger?'},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of a strategic consolidation, what are the salient risks attendant to the integration of a renewable energy entity, such as GreenTech Inc., into a larger corporate structure, exemplified by SolarPower Corporation, and what measures can be taken to optimize post-merger operational synergies while minimizing potential value destruction?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"What are the potential risks associated with SolarPower Corporation's acquisition of GreenTech Inc., and how do the companies plan to mitigate them to ensure a smooth transition post-merger?\"},\n", + " {'new_question': '{\\n \"new_question\": \"What specific risks may arise from the proposed acquisition of GreenTech Inc. by SolarPower Corporation, and what measures have the parties identified to address and minimize such risks in order to facilitate a seamless integration following the merger?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"What are the potential risks associated with SolarPower Corporation's acquisition of GreenTech Inc., and how do the companies plan to mitigate them to ensure a smooth transition post-merger?\"},\n", + " {'new_question': '{\\n\"new_question\": \"SolarPower Corporation Just Bought GreenTech Inc.! What Could Go Wrong?!\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"What are the potential risks associated with SolarPower Corporation's acquisition of GreenTech Inc., and how do the companies plan to mitigate them to ensure a smooth transition post-merger?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of post-merger integration, what role do restrictive covenants play in safeguarding the valuation of the combined entity, specifically with regards to GreenTech\\'s operational autonomy and strategic flexibility? Furthermore, how do these covenants mitigate potential risks and facilitate a seamless consolidation of assets and interests between the merging parties, ensuring optimal synergy realization and value creation for stakeholders?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"How do the covenants restricting GreenTech's actions preserve its value and ensure a smooth transition after the merger? What specific ways do these covenants protect both parties and facilitate integration?\"},\n", + " {'new_question': '{\\n \"new_question\": \"In the context of a corporate merger, what specific legal mechanisms can be employed to safeguard the value of the acquired entity, GreenTech, and facilitate a seamless integration with the acquiring party, while also protecting the interests of both parties involved? Furthermore, how do these mechanisms, particularly covenants restricting GreenTech\\'s actions, serve to mitigate potential risks and ensure a successful post-merger transition?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"How do the covenants restricting GreenTech's actions preserve its value and ensure a smooth transition after the merger? What specific ways do these covenants protect both parties and facilitate integration?\"},\n", + " {'new_question': '{\\n\"new_question\": \"GreenTech Merger Shock: How Do Secret Rules Keep Everything from Falling Apart? What\\'s the Real Deal with These Rules and How Do They Help Both Sides Win?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"How do the covenants restricting GreenTech's actions preserve its value and ensure a smooth transition after the merger? What specific ways do these covenants protect both parties and facilitate integration?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of antitrust evaluations, what specific reservations do principal regulatory entities, such as the Federal Trade Commission and the European Commission, harbor regarding the proposed consolidation, and what strategic measures are the involved corporations undertaking to mitigate these concerns and secure ratification? Furthermore, what concessions or compromises might be necessitated to assuage apprehensions concerning the potential diminution of market competition?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': 'What are the main concerns of regulatory bodies like the Federal Trade Commission and the European Commission regarding the merger, and how are the companies addressing these concerns to ensure approval? What concessions might be required to alleviate concerns about reduced competition?'},\n", + " {'new_question': '{\\n \"new_question\": \"What specific antitrust concerns have been raised by regulatory authorities, such as the Federal Trade Commission and the European Commission, regarding the proposed merger, and what concrete measures are the involved companies taking to address these concerns and facilitate approval? Furthermore, what concessions or remedies may be necessitated to mitigate concerns regarding the potential diminution of competition in the relevant market?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': 'What are the main concerns of regulatory bodies like the Federal Trade Commission and the European Commission regarding the merger, and how are the companies addressing these concerns to ensure approval? What concessions might be required to alleviate concerns about reduced competition?'},\n", + " {'new_question': '{\\n\"new_question\": \"BIG Merger Alert! What\\'s the Real Deal with the FTC and European Commission? Are They Going to Block the Deal? What Do the Companies Need to Do to Get Approved? Will They Have to Make Some Major Concessions to Avoid a Monopoly?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': 'What are the main concerns of regulatory bodies like the Federal Trade Commission and the European Commission regarding the merger, and how are the companies addressing these concerns to ensure approval? What concessions might be required to alleviate concerns about reduced competition?'},\n", + " {'new_question': '{\\n\"new_question\": \"In light of the proposed consolidation of GreenTech Inc. under SolarPower Corporation, what are the implications for market structure and competitiveness in the renewable energy storage sector? Specifically, how might this integration impact the industry\\'s concentration ratio and Herfindahl-Hirschman Index, and what mitigating factors could potentially alleviate concerns regarding monopolistic practices and diminished rivalry?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"Won't the acquisition of GreenTech Inc. by SolarPower Corporation create a monopoly in the renewable energy storage market and stifle competition? How do you address concerns about market dominance and reduced competition in the industry?\"},\n", + " {'new_question': '{\\n \"new_question\": \"Does the proposed acquisition of GreenTech Inc. by SolarPower Corporation contravene antitrust regulations by potentially establishing a dominant market position in the renewable energy storage sector, thereby diminishing competition and innovation within the industry? What measures can be implemented to mitigate concerns regarding market concentration and ensure compliance with applicable competition laws?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"Won't the acquisition of GreenTech Inc. by SolarPower Corporation create a monopoly in the renewable energy storage market and stifle competition? How do you address concerns about market dominance and reduced competition in the industry?\"},\n", + " {'new_question': '{\\n\"new_question\": \"Will SolarPower Corporation\\'s takeover of GreenTech Inc. KILL the competition in renewable energy storage? Is this the END of innovation in the industry?!\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"Won't the acquisition of GreenTech Inc. by SolarPower Corporation create a monopoly in the renewable energy storage market and stifle competition? How do you address concerns about market dominance and reduced competition in the industry?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the event that a prominent renewable energy firm is unable to obtain requisite regulatory clearances, what are the potential ramifications and associated risks, and how does the stipulated breakup fee of $150 million serve to mitigate potential losses for its counterpart in the transaction, specifically a leading environmental technology company?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': 'What are the potential risks and consequences if SolarPower fails to secure regulatory approvals, and how does the $150 million breakup fee help GreenTech in this scenario?'},\n", + " {'new_question': '{\\n \"new_question\": \"In the event that SolarPower is unable to obtain requisite regulatory approvals, what specific risks and consequences may arise, and in what manner does the stipulated $150 million breakup fee serve to mitigate potential losses for GreenTech under such circumstances?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': 'What are the potential risks and consequences if SolarPower fails to secure regulatory approvals, and how does the $150 million breakup fee help GreenTech in this scenario?'},\n", + " {'new_question': '{\\n\"new_question\": \"SolarPower in BIG Trouble? What Happens if They Don\\'t Get Approved? Does GreenTech Get $150 Million?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': 'What are the potential risks and consequences if SolarPower fails to secure regulatory approvals, and how does the $150 million breakup fee help GreenTech in this scenario?'},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of a forthcoming acquisition, what are the potential implications of restrictive covenants on a firm\\'s capital structure and operational flexibility, particularly with regards to its capacity to adapt to shifting market conditions or unforeseen liquidity requirements, and what attendant financial risks may arise from such constraints?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"How might the restrictions on GreenTech's ability to incur new debt, issue shares, or change business operations impact its response to market changes or unexpected financial needs before the deal closes, and what financial risks could arise from these limitations?\"},\n", + " {'new_question': '{\\n\"new_question\": \"What are the potential implications of the restrictions on GreenTech\\'s capacity to assume additional debt, issue new shares, or modify its business operations on its ability to respond to market fluctuations or unforeseen financial requirements prior to the transaction\\'s closure, and what specific financial risks may arise as a consequence of these limitations?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"How might the restrictions on GreenTech's ability to incur new debt, issue shares, or change business operations impact its response to market changes or unexpected financial needs before the deal closes, and what financial risks could arise from these limitations?\"},\n", + " {'new_question': '{\\n\"new_question\": \"Will GreenTech Be DOOMED by Deal Restrictions? Can They Even Handle a Market Shock Before It\\'s Too Late?!\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"How might the restrictions on GreenTech's ability to incur new debt, issue shares, or change business operations impact its response to market changes or unexpected financial needs before the deal closes, and what financial risks could arise from these limitations?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of a proposed consolidation, what accommodations may be requisite for SolarPower and GreenTech to assuage concerns amongst EU regulatory bodies regarding diminished market competition, and what implications might such concessions have for the organizational structure of the resultant entity?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"What concessions might SolarPower and GreenTech need to make to alleviate EU concerns about reduced competition, and how could this impact the merger's structure?\"},\n", + " {'new_question': '{\\n \"new_question\": \"What specific accommodations may be required of SolarPower and GreenTech to address European Union regulatory concerns regarding diminished market competition, and in what manner could such accommodations influence the organizational structure of the proposed merger?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"What concessions might SolarPower and GreenTech need to make to alleviate EU concerns about reduced competition, and how could this impact the merger's structure?\"},\n", + " {'new_question': '{\\n\"new_question\": \"SolarPower and GreenTech Merger in BIG Trouble! What Do They Need to Give Up to Make EU Happy?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"What concessions might SolarPower and GreenTech need to make to alleviate EU concerns about reduced competition, and how could this impact the merger's structure?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of mergers and acquisitions, what is the stipulated termination fee associated with the proposed acquisition of GreenTech by SolarPower, and how does this fee function as a strategic mechanism to mitigate potential risks and facilitate deal closure, considering the broader implications for the companies\\' financial positions and market valuations?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"What's the breakup fee SolarPower agreed to pay GreenTech if the acquisition falls through, and what's the purpose of this fee?\"},\n", + " {'new_question': '{\\n\"new_question\": \"Pursuant to the acquisition agreement between SolarPower and GreenTech, what is the stipulated breakup fee payable by SolarPower in the event of a failed acquisition, and what is the rationale underlying the inclusion of such a provision in the agreement?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"What's the breakup fee SolarPower agreed to pay GreenTech if the acquisition falls through, and what's the purpose of this fee?\"},\n", + " {'new_question': '{\\n\"new_question\": \"SolarPower and GreenTech Deal: What\\'s the HUGE Breakup Fee and Why Does it Exist?!\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"What's the breakup fee SolarPower agreed to pay GreenTech if the acquisition falls through, and what's the purpose of this fee?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of mergers and acquisitions, what role do pre-closing covenants play in maintaining the financial integrity and operational continuity of the target entity, and what mechanisms are typically employed to ensure compliance with these provisions?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"How do the covenants restricting GreenTech's business operations before the deal closes help preserve its value and ensure a smooth transition, and what's the plan for enforcing them?\"},\n", + " {'new_question': '{\\n\"new_question\": \"What specific contractual provisions are in place to restrict GreenTech\\'s operational activities prior to the transaction\\'s completion, and how will these provisions be enforced to maintain the company\\'s value and facilitate a seamless transition?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"How do the covenants restricting GreenTech's business operations before the deal closes help preserve its value and ensure a smooth transition, and what's the plan for enforcing them?\"},\n", + " {'new_question': '{\\n\"new_question\": \"GreenTech Deal: What\\'s the Big Plan to Keep Everything Running Smoothly Before the Sale is Final?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"How do the covenants restricting GreenTech's business operations before the deal closes help preserve its value and ensure a smooth transition, and what's the plan for enforcing them?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of M&A transactions, what role does the due diligence process play in optimizing risk allocation and validating the veracity of contractual representations and warranties, particularly with regards to mitigating potential liabilities and ensuring the accuracy of disclosures made by the transacting parties?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': 'How does the due diligence process in the merger agreement help mitigate risks and ensure accuracy of representations and warranties made by both parties?'},\n", + " {'new_question': '{\\n \"new_question\": \"In the context of a merger agreement, what specific mechanisms within the due diligence process serve to minimize potential risks and verify the accuracy of representations and warranties provided by the contracting parties, thereby ensuring a more secure transactional framework for all involved entities?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': 'How does the due diligence process in the merger agreement help mitigate risks and ensure accuracy of representations and warranties made by both parties?'},\n", + " {'new_question': '{\\n\"new_question\": \"Merger Agreement Shock: How Do Companies Really Check Each Other Out Before Signing the Deal?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': 'How does the due diligence process in the merger agreement help mitigate risks and ensure accuracy of representations and warranties made by both parties?'},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of a potential acquisition failure, what are the implications of maintaining autonomy for GreenTech\\'s research and development facilities on the company\\'s risk profile, and how might this influence the regulatory assessment of the proposed acquisition by SolarPower, considering the pertinent financial and operational considerations?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"How does SolarPower's commitment to keeping GreenTech's R&D center independent affect the financial risks for GreenTech if the acquisition fails, and what does this mean for regulatory approval?\"},\n", + " {'new_question': '{\\n \"new_question\": \"In the event of an unsuccessful acquisition, what are the implications of SolarPower\\'s pledge to maintain the autonomy of GreenTech\\'s research and development center on the financial risks borne by GreenTech, and how might this impact the approval process from a regulatory perspective?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"How does SolarPower's commitment to keeping GreenTech's R&D center independent affect the financial risks for GreenTech if the acquisition fails, and what does this mean for regulatory approval?\"},\n", + " {'new_question': '{\\n\"new_question\": \"Will SolarPower\\'s Big Bet on GreenTech\\'s Research Center Pay Off or Crash and Burn? What\\'s at Stake if it Fails?!\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"How does SolarPower's commitment to keeping GreenTech's R&D center independent affect the financial risks for GreenTech if the acquisition fails, and what does this mean for regulatory approval?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of M&A transactions, what mechanisms do representations, warranties, and indemnification clauses provide to safeguard the interests of both acquirer and target, ensuring the reliability of financial statements and mitigating potential breakup fees, and how do these provisions intersect with broader risk allocation strategies to optimize deal outcomes?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': 'How do the representations, warranties, and indemnification process in the merger agreement protect both parties and ensure accurate financial statements, ultimately contributing to Breakup Fee Mitigation?'},\n", + " {'new_question': '{\\n \"new_question\": \"In the context of a merger agreement, what specific provisions and mechanisms are employed to safeguard the interests of both parties, ensure the accuracy of financial statements, and mitigate the risk of breakup fees, with particular regard to representations, warranties, and indemnification processes?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': 'How do the representations, warranties, and indemnification process in the merger agreement protect both parties and ensure accurate financial statements, ultimately contributing to Breakup Fee Mitigation?'},\n", + " {'new_question': '{\\n\"new_question\": \"Merger Agreement: How Do Both Sides Stay Safe and Get Accurate Financial Info to Avoid Breakup Fees?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': 'How do the representations, warranties, and indemnification process in the merger agreement protect both parties and ensure accurate financial statements, ultimately contributing to Breakup Fee Mitigation?'},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of merger and acquisition transactions, what are the potential implications of concessionary measures, such as divestiture of business segments or assets, on the efficacy of Breakup Fee Mitigation strategies? Furthermore, what considerations should parties involved in such transactions, specifically SolarPower and GreenTech, take into account in order to optimize their financial risk management posture in the event of regulatory approval failure?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': 'How might concessions like divesting business units or assets impact the Breakup Fee Mitigation strategy, and what should SolarPower and GreenTech consider to minimize financial risks if the deal fails to get regulatory approval?'},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of a merger or acquisition, what are the potential implications of concessions, such as divestiture of business units or assets, on the efficacy of a Breakup Fee Mitigation strategy? Specifically, what considerations should parties to the transaction, such as SolarPower and GreenTech, take into account in order to minimize financial exposure in the event that regulatory approval is not obtained?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': 'How might concessions like divesting business units or assets impact the Breakup Fee Mitigation strategy, and what should SolarPower and GreenTech consider to minimize financial risks if the deal fails to get regulatory approval?'},\n", + " {'new_question': '{\\n\"new_question\": \"Big Trouble for SolarPower and GreenTech! What Happens if Regulators Kill the Deal? Can They Sell Off Parts to Save the Day and Avoid Huge Losses?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': 'How might concessions like divesting business units or assets impact the Breakup Fee Mitigation strategy, and what should SolarPower and GreenTech consider to minimize financial risks if the deal fails to get regulatory approval?'},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of mergers and acquisitions, what specific categories of risk are typically addressed through contractual provisions such as termination fees, indemnification clauses, and representations and warranties? Furthermore, how do these provisions serve to mitigate financial, operational, and regulatory risks, and what strategic considerations underlie their deployment in transactions such as the proposed acquisition of a prominent player in the renewable energy sector?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"What types of risks are being mitigated in the proposed acquisition of GreenTech Inc., and how are they addressed through the breakup fee, representations and warranties, and indemnification process? Can you categorize these risks into financial, operational, and regulatory, and discuss each category's mitigation strategies?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of a proposed corporate acquisition, specifically the purchase of GreenTech Inc., what categories of risk are being mitigated through contractual mechanisms such as breakup fees, representations and warranties, and indemnification provisions? Furthermore, how can these risks be systematically classified into financial, operational, and regulatory categories, and what specific mitigation strategies are employed to address each category of risk, taking into account the legal and financial implications of such measures?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"What types of risks are being mitigated in the proposed acquisition of GreenTech Inc., and how are they addressed through the breakup fee, representations and warranties, and indemnification process? Can you categorize these risks into financial, operational, and regulatory, and discuss each category's mitigation strategies?\"},\n", + " {'new_question': '{\\n\"new_question\": \"GreenTech Inc. Acquisition: What Are the BIG Risks and How Are They Being Fixed? Break it down for me - what\\'s being done to stop financial, operational, and regulatory disasters? Give me the lowdown on breakup fees, warranties, and indemnification - how do they save the day?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"What types of risks are being mitigated in the proposed acquisition of GreenTech Inc., and how are they addressed through the breakup fee, representations and warranties, and indemnification process? Can you categorize these risks into financial, operational, and regulatory, and discuss each category's mitigation strategies?\"},\n", + " {'new_question': '{\\n\"new_question\": \"From a regulatory perspective, what are the prevailing sentiments among key oversight agencies, such as the Federal Trade Commission and the European Commission, regarding the proposed acquisition, and do their expressed concerns regarding potential competition issues align with empirical evidence and established antitrust principles?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': 'How do regulatory bodies like the FTC and European Commission feel about the proposed acquisition, and are their concerns about competition issues valid?'},\n", + " {'new_question': '{\\n \"new_question\": \"What are the stances of the Federal Trade Commission and the European Commission regarding the proposed acquisition, and do their concerns pertaining to competition issues have merit under applicable antitrust laws and regulations?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': 'How do regulatory bodies like the FTC and European Commission feel about the proposed acquisition, and are their concerns about competition issues valid?'},\n", + " {'new_question': '{\\n\"new_question\": \"FTC and European Commission: Are They About to Shut Down the Big Acquisition Deal? Do They Really Think It\\'s That Bad for Competition?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': 'How do regulatory bodies like the FTC and European Commission feel about the proposed acquisition, and are their concerns about competition issues valid?'},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of mergers and acquisitions, what is the optimal balance between pre-closure restrictions on a target entity, such as limitations on debt accrual and equity issuance, and the need to maintain corporate value and facilitate a seamless integration process subsequent to the transaction\\'s consummation?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"Are the restrictions on GreenTech prior to the deal's closure, such as not incurring new debt or issuing additional shares, too limiting or necessary to preserve the company's value and ensure a smooth transition post-merger?\"},\n", + " {'new_question': '{\\n\"new_question\": \"Do the pre-closing covenants imposed on GreenTech, specifically the prohibitions on incurring new indebtedness and issuing additional equity, strike an optimal balance between preserving corporate value and facilitating a seamless post-merger integration, or do they unduly constrain the company\\'s operational flexibility?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"Are the restrictions on GreenTech prior to the deal's closure, such as not incurring new debt or issuing additional shares, too limiting or necessary to preserve the company's value and ensure a smooth transition post-merger?\"},\n", + " {'new_question': '{\\n\"new_question\": \"Is GreenTech Being Held Back? Are the Rules Before the Big Deal Too Strict or Just What the Company Needs to Thrive Later On?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"Are the restrictions on GreenTech prior to the deal's closure, such as not incurring new debt or issuing additional shares, too limiting or necessary to preserve the company's value and ensure a smooth transition post-merger?\"},\n", + " {'new_question': '{\\n\"new_question\": \"Under what circumstances would a termination payment of $150 million become payable by SolarPower to GreenTech, pursuant to the terms of their agreement?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': 'When would SolarPower have to pay GreenTech a $150 million breakup fee?'},\n", + " {'new_question': '{\\n \"new_question\": \"Under what specific circumstances would SolarPower be contractually obligated to remit a $150 million termination fee to GreenTech, pursuant to the terms of their agreement?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': 'When would SolarPower have to pay GreenTech a $150 million breakup fee?'},\n", + " {'new_question': '{\\n\"new_question\": \"BIG FEE ALERT! When Does SolarPower Owe GreenTech a WHOPPING $150 Million?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': 'When would SolarPower have to pay GreenTech a $150 million breakup fee?'},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of mergers and acquisitions, what specific aspects of financial and operational scrutiny are being prioritized by the acquiring entities to guarantee a comprehensive valuation of the target companies\\' balance sheets, considering both tangible and intangible elements, prior to deal closure?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': 'What areas of due diligence are SolarPower and GreenTech focusing on to ensure all assets and liabilities are accurately accounted for before finalizing the transaction?'},\n", + " {'new_question': '{\\n \"new_question\": \"What specific aspects of due diligence are being prioritized by SolarPower and GreenTech to guarantee the accurate valuation and disclosure of all assets and liabilities prior to transaction close, and what methodologies are being employed to ensure compliance with relevant regulatory requirements and industry standards?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': 'What areas of due diligence are SolarPower and GreenTech focusing on to ensure all assets and liabilities are accurately accounted for before finalizing the transaction?'},\n", + " {'new_question': '{\\n\"new_question\": \"SolarPower and GreenTech Deal: What\\'s the Big Focus Before Signing the Dotted Line? Are They Checking Everything?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': 'What areas of due diligence are SolarPower and GreenTech focusing on to ensure all assets and liabilities are accurately accounted for before finalizing the transaction?'},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of mergers and acquisitions within the renewable energy storage sector, what specific modifications can be made to the due diligence framework to effectively mitigate antitrust risks and guarantee adherence to pertinent regulatory mandates, taking into account the prevailing economic and financial dynamics of the industry?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': 'How can the due diligence process be tailored to address antitrust concerns and ensure compliance with regulatory requirements in the renewable energy storage market?'},\n", + " {'new_question': '{\\n \"new_question\": \"What specific modifications can be made to the due diligence process to effectively address antitrust concerns and ensure compliance with applicable regulatory requirements in the context of mergers and acquisitions within the renewable energy storage sector, with particular consideration given to the complexities of market competition and the nuances of relevant statutory frameworks?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': 'How can the due diligence process be tailored to address antitrust concerns and ensure compliance with regulatory requirements in the renewable energy storage market?'},\n", + " {'new_question': '{\\n\"new_question\": \"Renewable Energy Storage Market Alert: How to Avoid Antitrust Trouble and Stay on the Right Side of the Law?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': 'How can the due diligence process be tailored to address antitrust concerns and ensure compliance with regulatory requirements in the renewable energy storage market?'},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of a strategic acquisition, such as the proposed takeover of GreenTech, what methodologies would be employed to navigate the requisite due diligence process, taking into account the necessity of securing regulatory clearances from pertinent authorities, including the Federal Trade Commission and the European Commission, with the aim of minimizing potential risks and facilitating a seamless transaction?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': 'How would you manage the due diligence process for the GreenTech acquisition, considering the need for regulatory approvals from the FTC and European Commission, to mitigate risks and ensure a smooth transaction?'},\n", + " {'new_question': '{\\n \"new_question\": \"What specific protocols would be implemented to oversee the due diligence process in a cross-border acquisition, such as the purchase of GreenTech, requiring approvals from both the Federal Trade Commission and the European Commission, with the goal of minimizing liability exposure and ensuring compliance with all applicable regulatory requirements for a seamless transaction execution?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': 'How would you manage the due diligence process for the GreenTech acquisition, considering the need for regulatory approvals from the FTC and European Commission, to mitigate risks and ensure a smooth transaction?'},\n", + " {'new_question': '{\\n\"new_question\": \"GreenTech Acquisition: How to Make it Happen Without Getting Shut Down by the FTC and European Commission?!\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': 'How would you manage the due diligence process for the GreenTech acquisition, considering the need for regulatory approvals from the FTC and European Commission, to mitigate risks and ensure a smooth transaction?'},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of a strategic acquisition within the renewable energy sector, what framework would be most effective for conducting a comprehensive due diligence assessment that ensures compliance with supranational regulatory requirements governing market competitiveness and end-user safeguards, particularly in light of the intricate stipulations outlined in the EU Merger Regulation and the potential for monopolistic practices?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': 'How would you structure the due diligence process for the GreenTech acquisition to ensure it aligns with EU policies on market fairness and consumer protection, given the complexities of the EU Merger Regulation and potential antitrust concerns?'},\n", + " {'new_question': '{\\n \"new_question\": \"What specific protocols would be implemented to conduct a comprehensive due diligence assessment for the proposed acquisition of GreenTech, ensuring conformity with European Union regulations governing market fairness and consumer protection, while addressing potential complexities arising from the EU Merger Regulation and attendant antitrust issues?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': 'How would you structure the due diligence process for the GreenTech acquisition to ensure it aligns with EU policies on market fairness and consumer protection, given the complexities of the EU Merger Regulation and potential antitrust concerns?'},\n", + " {'new_question': '{\\n\"new_question\": \"GreenTech Acquisition: How to Make it EU-Proof? Can we really make sure it\\'s fair for everyone and doesn\\'t break any EU rules on market fairness and consumer protection? What are the top things to check so we don\\'t get in trouble with antitrust laws?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': 'How would you structure the due diligence process for the GreenTech acquisition to ensure it aligns with EU policies on market fairness and consumer protection, given the complexities of the EU Merger Regulation and potential antitrust concerns?'},\n", + " {'new_question': '{\\n\"new_question\": \"Considering the forthcoming consolidation of SolarPower and GreenTech, what are the salient risk factors that could potentially impede strategic integration and regulatory compliance, and what measures are being implemented to mitigate these risks and facilitate a seamless amalgamation of the entities in question, thereby ensuring conformity with pertinent regulatory stipulations and optimizing post-merger synergies?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': 'What are the potential risks associated with the SolarPower and GreenTech merger, and how are they addressing these concerns to ensure a smooth transition and regulatory approval?'},\n", + " {'new_question': '{\\n \"new_question\": \"What specific risks and liabilities arise from the proposed consolidation of SolarPower and GreenTech, and what measures are being implemented to mitigate these risks, ensure compliance with relevant regulatory frameworks, and facilitate a seamless integration of the two entities?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': 'What are the potential risks associated with the SolarPower and GreenTech merger, and how are they addressing these concerns to ensure a smooth transition and regulatory approval?'},\n", + " {'new_question': '{\\n\"new_question\": \"SolarPower and GreenTech Merger: What\\'s the BIG Risk? Can They REALLY Make it Work?!\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': 'What are the potential risks associated with the SolarPower and GreenTech merger, and how are they addressing these concerns to ensure a smooth transition and regulatory approval?'},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of mergers and acquisitions within the environmental technology sector, what is the scope of oversight currently being exercised by relevant regulatory authorities, and what particular evaluative frameworks are being employed to scrutinize the proposed transaction\\'s compliance with established norms and standards?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': 'How many regulatory bodies are reviewing the GreenTech acquisition, and what specific assessments are they conducting as part of the due diligence process?'},\n", + " {'new_question': '{\\n \"new_question\": \"Can you provide a comprehensive enumeration of the regulatory entities presently scrutinizing the proposed acquisition of GreenTech, as well as a detailed breakdown of the specific evaluations and analyses each entity is undertaking as part of the requisite due diligence procedure?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': 'How many regulatory bodies are reviewing the GreenTech acquisition, and what specific assessments are they conducting as part of the due diligence process?'},\n", + " {'new_question': '{\\n\"new_question\": \"GreenTech Acquisition: How Many Are Investigating? What\\'s Really Going On?!\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': 'How many regulatory bodies are reviewing the GreenTech acquisition, and what specific assessments are they conducting as part of the due diligence process?'},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of mergers and acquisitions, what specific contractual provisions and undertakings are typically embedded within the deal structure to preserve the target entity\\'s value and facilitate a seamless integration process? Furthermore, what are the potential consequences and recourse mechanisms available in the event of non-compliance or breach of these stipulated covenants and agreements?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"What kinds of covenants and agreements are part of the merger deal, and how do they help keep GreenTech's value and make the transition smooth? What happens if these covenants are breached?\"},\n", + " {'new_question': '{\\n \"new_question\": \"Pursuant to the merger agreement, what specific covenants and contractual arrangements are stipulated to preserve the value of GreenTech and facilitate a seamless transition? Furthermore, what are the consequences and potential remedies in the event of a breach of these covenants, and how would such a breach impact the respective parties\\' obligations and liabilities under the agreement?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"What kinds of covenants and agreements are part of the merger deal, and how do they help keep GreenTech's value and make the transition smooth? What happens if these covenants are breached?\"},\n", + " {'new_question': '{\\n\"new_question\": \"GreenTech Merger: What\\'s the Deal? What are the secret agreements that will make or break the company\\'s value? What happens if someone breaks the rules?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"What kinds of covenants and agreements are part of the merger deal, and how do they help keep GreenTech's value and make the transition smooth? What happens if these covenants are breached?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of strategic consolidation, what is the rationale underlying the comprehensive evaluation of GreenTech\\'s intangible assets as a prerequisite for finalizing the acquisition agreement with SolarPower, and how does this assessment align with the broader synergistic objectives of the merger?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"What's the point of doing a thorough review of GreenTech's intellectual property as part of the merger deal with SolarPower?\"},\n", + " {'new_question': '{\\n \"new_question\": \"What is the rationale underlying the comprehensive examination of GreenTech\\'s intellectual property portfolio in the context of its proposed merger with SolarPower, and what specific benefits or risks are anticipated to arise from this review process that could potentially impact the transaction\\'s overall viability or the merged entity\\'s future operations?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"What's the point of doing a thorough review of GreenTech's intellectual property as part of the merger deal with SolarPower?\"},\n", + " {'new_question': '{\\n\"new_question\": \"GreenTech and SolarPower Merger: What\\'s the BIG DEAL About Reviewing Intellectual Property?!\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"What's the point of doing a thorough review of GreenTech's intellectual property as part of the merger deal with SolarPower?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of the ongoing M&A proceedings, what methodologies are being employed to assess the valuation and strategic implications of GreenTech\\'s intangible assets, particularly with regards to their proprietary technologies and trade secrets, as part of the comprehensive due diligence review?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"How is GreenTech's intellectual property portfolio being evaluated as part of the due diligence process?\"},\n", + " {'new_question': '{\\n \"new_question\": \"What methodology is being utilized to assess the comprehensive scope of GreenTech\\'s intellectual property holdings during the due diligence examination, and what specific criteria are being applied to evaluate the validity, enforceability, and potential commercial value of each constituent asset within the portfolio?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"How is GreenTech's intellectual property portfolio being evaluated as part of the due diligence process?\"},\n", + " {'new_question': '{\\n\"new_question\": \"GreenTech\\'s Big Secret: Are They Hiding Something in Their Intellectual Property Portfolio? What\\'s Really Going On in the Due Diligence Process?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"How is GreenTech's intellectual property portfolio being evaluated as part of the due diligence process?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of mergers and acquisitions, what is the significance of comprehensive asset and liability recognition for entities engaging in consolidation, particularly in the renewable energy sector, where precise valuation of balance sheet items is paramount for informed strategic decision-making and post-transaction integration?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': 'Why is it crucial for SolarPower and GreenTech to accurately account for all assets and liabilities before finalizing the transaction?'},\n", + " {'new_question': '{\\n \"new_question\": \"What is the significance of comprehensive asset and liability accounting for SolarPower and GreenTech in the pre-transactional phase of their agreement, and what potential consequences may arise from inaccurate or incomplete financial disclosure?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': 'Why is it crucial for SolarPower and GreenTech to accurately account for all assets and liabilities before finalizing the transaction?'},\n", + " {'new_question': '{\\n\"new_question\": \"BIG DEAL ALERT! Why Must SolarPower and GreenTech Get Their Numbers Straight Before Sealing the Deal?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': 'Why is it crucial for SolarPower and GreenTech to accurately account for all assets and liabilities before finalizing the transaction?'},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of assessing market dynamics and potential anti-competitive effects, what methodologies and criteria are being employed by the relevant regulatory authority to scrutinize the proposed consolidation\\'s far-reaching implications for the broader European economic landscape, particularly with regard to issues of market concentration and monopolistic tendencies?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"How is the European Commission evaluating the merger's impact on the EU market, and what specific aspects is it reviewing to assess competition and market dominance concerns?\"},\n", + " {'new_question': '{\\n \"new_question\": \"Pursuant to its regulatory mandate, what methodology is the European Commission utilizing to assess the merger\\'s potential effects on the EU market, and which particular factors is it scrutinizing to determine potential competition and market dominance issues?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"How is the European Commission evaluating the merger's impact on the EU market, and what specific aspects is it reviewing to assess competition and market dominance concerns?\"},\n", + " {'new_question': '{\\n\"new_question\": \"EU Merger Alert: What\\'s the European Commission Really Checking? Is the EU Market in Danger?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"How is the European Commission evaluating the merger's impact on the EU market, and what specific aspects is it reviewing to assess competition and market dominance concerns?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of industry consolidation, what metrics or qualitative factors would suggest that a dominant market position is likely to emerge in the renewable energy storage sector as a result of this acquisition, and what implications might this have for market dynamics and the pace of technological advancement?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': 'What are the key indicators that this acquisition could create a monopoly in the renewable energy storage market, and how might that impact competition and innovation?'},\n", + " {'new_question': '{\\n \"new_question\": \"What specific metrics or criteria can be employed to determine whether a proposed acquisition may result in a monopolistic position within the renewable energy storage market, and what are the potential consequences for market competition and innovation if such a position were to be established?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': 'What are the key indicators that this acquisition could create a monopoly in the renewable energy storage market, and how might that impact competition and innovation?'},\n", + " {'new_question': '{\\n\"new_question\": \"Will This Big Buyout Kill Competition in Renewable Energy Storage?!\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': 'What are the key indicators that this acquisition could create a monopoly in the renewable energy storage market, and how might that impact competition and innovation?'},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of a potential acquisition, what implications do the acquirer\\'s pledges to sustain the target\\'s research and development infrastructure, as well as uphold extant personnel agreements, hold for mitigating anxieties regarding market concentration, and how might this impact the likelihood of obtaining requisite regulatory clearances?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"How do SolarPower's commitments to maintain GreenTech's R&D center and honor existing employment contracts address concerns about market dominance, and what does this mean for regulatory approval?\"},\n", + " {'new_question': '{\\n \"new_question\": \"In the context of SolarPower\\'s proposed acquisition of GreenTech, what specific measures have been undertaken to mitigate concerns regarding market dominance, particularly with respect to the maintenance of GreenTech\\'s research and development facilities and the preservation of existing employment agreements, and how are these measures likely to impact the regulatory approval process for this transaction?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"How do SolarPower's commitments to maintain GreenTech's R&D center and honor existing employment contracts address concerns about market dominance, and what does this mean for regulatory approval?\"},\n", + " {'new_question': '{\\n\"new_question\": \"Will SolarPower Take Over the Green Energy Market? What\\'s Really Going On with GreenTech\\'s R&D Center and Jobs?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"How do SolarPower's commitments to maintain GreenTech's R&D center and honor existing employment contracts address concerns about market dominance, and what does this mean for regulatory approval?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of the proposed consolidation between SolarPower and GreenTech, which regulatory entities are undertaking a review, and what specific issues are they seeking to mitigate? Furthermore, what measures are the involved parties taking to alleviate concerns regarding market competitiveness, dominance, and the safeguarding of consumer interests? It would be beneficial to obtain a comprehensive understanding of the oversight bodies\\' scrutiny and the strategic responses of the entities in question, particularly as they pertain to the preservation of a level playing field and the protection of end-users.\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': 'What regulatory bodies are reviewing the SolarPower and GreenTech merger, and what concerns are they trying to address? How are the companies addressing these concerns, particularly around competition, market dominance, and consumer protection?'},\n", + " {'new_question': '{\\n\"new_question\": \"Pursuant to the proposed consolidation of SolarPower and GreenTech, which governmental agencies are presently conducting evaluations, and what specific issues are being scrutinized? Furthermore, what measures are the involved parties taking to alleviate concerns regarding monopolistic practices, market control, and safeguarding consumer interests?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': 'What regulatory bodies are reviewing the SolarPower and GreenTech merger, and what concerns are they trying to address? How are the companies addressing these concerns, particularly around competition, market dominance, and consumer protection?'},\n", + " {'new_question': '{\\n\"new_question\": \"SolarPower and GreenTech Merger: What\\'s the Big Deal? Who\\'s Checking It Out and What Are They Worried About? Is This Merger Going to Hurt Consumers?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': 'What regulatory bodies are reviewing the SolarPower and GreenTech merger, and what concerns are they trying to address? How are the companies addressing these concerns, particularly around competition, market dominance, and consumer protection?'},\n", + " {'new_question': '{\\n\"new_question\": \"In light of recent consolidation activity, what remedial actions have SolarPower and GreenTech committed to undertaking in order to mitigate concerns regarding market concentration, and what are the anticipated implications of these actions for the broader renewable energy landscape, particularly with regards to sectoral competitiveness and innovation?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': 'What specific measures have SolarPower and GreenTech agreed to take to alleviate market dominance concerns, and how will these measures impact the renewable energy sector?'},\n", + " {'new_question': '{\\n \"new_question\": \"Pursuant to the recent agreements entered into by SolarPower and GreenTech, what concrete steps have been stipulated to mitigate concerns regarding market dominance, and what are the projected consequences of these measures on the renewable energy industry as a whole?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': 'What specific measures have SolarPower and GreenTech agreed to take to alleviate market dominance concerns, and how will these measures impact the renewable energy sector?'},\n", + " {'new_question': '{\\n\"new_question\": \"SolarPower and GreenTech: What\\'s the Big Plan to Stop Controlling the Renewable Energy Market? Will it Change Everything?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': 'What specific measures have SolarPower and GreenTech agreed to take to alleviate market dominance concerns, and how will these measures impact the renewable energy sector?'},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of a proposed consolidation, what specific accommodations could SolarPower and GreenTech proffer to mitigate concerns regarding market concentration, and what implications might these accommodations have on the overall valuation of the combined entity?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"What concessions could SolarPower and GreenTech offer to alleviate antitrust concerns, and how might these concessions impact the merger's value?\"},\n", + " {'new_question': '{\\n \"new_question\": \"What specific concessions could SolarPower and GreenTech proffer to mitigate concerns regarding monopolistic practices, and what would be the resultant impact on the valuation of the proposed merger?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"What concessions could SolarPower and GreenTech offer to alleviate antitrust concerns, and how might these concessions impact the merger's value?\"},\n", + " {'new_question': '{\\n\"new_question\": \"SolarPower and GreenTech Merger in Trouble? What Do They Need to Give Up to Make It Happen?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"What concessions could SolarPower and GreenTech offer to alleviate antitrust concerns, and how might these concessions impact the merger's value?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of strategic consolidation within the renewable energy sector, what accommodations may be requisite for SolarPower and GreenTech to secure requisite regulatory clearances, and how might these concessions influence the efficacy of their proposed merger in terms of long-term synergies and market positioning?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"What concessions might SolarPower and GreenTech need to make to get regulatory approvals, and how will these impact the merger's success?\"},\n", + " {'new_question': '{\\n \"new_question\": \"What specific accommodations may be required of SolarPower and GreenTech to secure requisite regulatory approvals, and what are the potential implications of such concessions on the efficacy of the proposed merger?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"What concessions might SolarPower and GreenTech need to make to get regulatory approvals, and how will these impact the merger's success?\"},\n", + " {'new_question': '{\\n\"new_question\": \"SolarPower and GreenTech Merger SHOCKER: What Do They Need to Give Up to Get the Green Light from Regulators? Will It Make or Break the Deal?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"What concessions might SolarPower and GreenTech need to make to get regulatory approvals, and how will these impact the merger's success?\"},\n", + " {'new_question': '{\\n\"new_question\": \"To what extent do the contractual safeguards and assurances embedded within the merger agreement serve to mitigate potential risks and preserve the intrinsic value of GreenTech, and are there any notable lacunae or vulnerabilities that necessitate supplementary attention and remediation?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"How effective are the covenants and representations and warranties in the merger agreement at mitigating risks and preserving GreenTech's value, and are there any gaps that need to be addressed?\"},\n", + " {'new_question': '{\\n \"new_question\": \"To what extent do the covenants, representations, and warranties set forth in the merger agreement serve to mitigate potential risks and preserve the value of GreenTech, and are there any notable omissions or deficiencies that necessitate additional consideration or remedial action to ensure comprehensive protection of the company\\'s interests?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"How effective are the covenants and representations and warranties in the merger agreement at mitigating risks and preserving GreenTech's value, and are there any gaps that need to be addressed?\"},\n", + " {'new_question': '{\\n\"new_question\": \"Does GreenTech\\'s Merger Deal Have a Huge Loophole? Are They Protected or Not?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"How effective are the covenants and representations and warranties in the merger agreement at mitigating risks and preserving GreenTech's value, and are there any gaps that need to be addressed?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of post-merger integration, what risk management strategies are being employed by SolarPower and GreenTech to mitigate potential financial liabilities and facilitate a seamless operational transition, considering the requisite synergies and economies of scale necessitated by the consolidation of their respective assets and liabilities?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': 'How are SolarPower and GreenTech mitigating financial risks and ensuring a smooth transition after the merger?'},\n", + " {'new_question': '{\\n \"new_question\": \"What specific measures are SolarPower and GreenTech implementing to minimize financial risks and facilitate a seamless integration subsequent to their corporate consolidation, and how do these measures align with established best practices in the industry regarding post-merger risk management and strategic restructuring?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': 'How are SolarPower and GreenTech mitigating financial risks and ensuring a smooth transition after the merger?'},\n", + " {'new_question': '{\\n\"new_question\": \"SolarPower and GreenTech Merger: What\\'s the BIG Plan to Avoid Financial Disaster?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': 'How are SolarPower and GreenTech mitigating financial risks and ensuring a smooth transition after the merger?'},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of mergers and acquisitions, what are the salient risks attendant to a strategic acquisition of a renewable energy firm by a leading solar power company, and how might these risks impinge upon the successful consummation of the deal, as well as the post-acquisition trajectories of the entities involved? Furthermore, can these risks be taxonomized into distinct categories encompassing financial, operational, and competitive dimensions, in order to facilitate a more nuanced analysis of their potential impact on the combined entity\\'s future prospects and the broader industry landscape?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"What are the potential risks associated with SolarPower Corporation's acquisition of GreenTech Inc., and how do they impact the deal's closure and the future of both companies? Can you categorize these risks into financial, operational, and competitive risks?\"},\n", + " {'new_question': '{\\n\"new_question\": \"What specific hazards, impediments, or negative consequences may arise from SolarPower Corporation\\'s proposed acquisition of GreenTech Inc., and in what manner might these factors influence the successful consummation of the transaction, as well as the post-acquisition viability and competitiveness of both entities? Furthermore, can these potential risks be systematically categorized and analyzed within the discrete frameworks of financial, operational, and competitive risks to facilitate a comprehensive understanding of their implications?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"What are the potential risks associated with SolarPower Corporation's acquisition of GreenTech Inc., and how do they impact the deal's closure and the future of both companies? Can you categorize these risks into financial, operational, and competitive risks?\"},\n", + " {'new_question': '{\\n\"new_question\": \"SolarPower Corporation is Buying GreenTech Inc! What are the BIG Risks? Will it Screw Up the Deal? What\\'s Next for These Companies? Break it Down into Money Risks, Operational Risks, and Competition Risks!\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"What are the potential risks associated with SolarPower Corporation's acquisition of GreenTech Inc., and how do they impact the deal's closure and the future of both companies? Can you categorize these risks into financial, operational, and competitive risks?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of antitrust evaluations, what accommodations may be requisite for vertically integrated entities such as SolarPower and GreenTech to sufficiently mitigate concerns regarding diminished competition and thereby obtain regulatory clearance? Could you provide illustrative examples of such concessions, along with a consideration of their potential implications for the operational efficiencies and market positioning of these firms?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"What concessions might SolarPower and GreenTech need to make to alleviate concerns about reduced competition and secure regulatory approval? Can you give some examples and how they'd impact the companies' operations and market position?\"},\n", + " {'new_question': '{\\n \"new_question\": \"In the context of an anticipated merger between two renewable energy corporations, what specific accommodations may be required to mitigate concerns regarding diminished market competition and ensure compliance with regulatory requirements? Provide concrete illustrations of such accommodations and analyze their potential impact on the operational structures and market standing of the involved entities.\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"What concessions might SolarPower and GreenTech need to make to alleviate concerns about reduced competition and secure regulatory approval? Can you give some examples and how they'd impact the companies' operations and market position?\"},\n", + " {'new_question': '{\\n\"new_question\": \"SolarPower and GreenTech Want to Merge - But Will They Get Away With It? What Do They Need to Give Up to Make Regulators Happy?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"What concessions might SolarPower and GreenTech need to make to alleviate concerns about reduced competition and secure regulatory approval? Can you give some examples and how they'd impact the companies' operations and market position?\"},\n", + " {'new_question': '{\\n\"new_question\": \"Can you provide an assessment of the regulatory oversight structure pertinent to the GreenTech acquisition, specifically detailing the array of governmental and non-governmental entities participating in the review process, and further elucidate how their evaluations may influence the transaction\\'s temporal progression and overall viability?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"How many regulatory bodies and stakeholders are involved in reviewing the GreenTech acquisition, and what's the impact of their reviews on the deal's timeline and success?\"},\n", + " {'new_question': '{\\n \"new_question\": \"Can you provide a comprehensive enumeration of the regulatory entities and interested parties participating in the examination of the GreenTech acquisition, as well as a detailed analysis of the potential consequences of their evaluations on the transaction\\'s projected timeline and overall viability?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"How many regulatory bodies and stakeholders are involved in reviewing the GreenTech acquisition, and what's the impact of their reviews on the deal's timeline and success?\"},\n", + " {'new_question': '{\\n\"new_question\": \"GreenTech Acquisition: How Many Are Really in Charge? Who\\'s Slowing Down the Deal?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"How many regulatory bodies and stakeholders are involved in reviewing the GreenTech acquisition, and what's the impact of their reviews on the deal's timeline and success?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of the recent acquisition, what strategic initiatives will be implemented to preserve the innovative ethos of GreenTech, and what specific assurances have been provided regarding the continuity of research and development operations as well as the contractual arrangements for existing personnel?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"How will SolarPower maintain GreenTech's innovative culture, and what commitments have been made regarding the R&D center and employee contracts?\"},\n", + " {'new_question': '{\\n \"new_question\": \"What specific measures will be implemented to preserve the innovative culture of GreenTech following the acquisition by SolarPower, and what formal commitments have been made with respect to the continued operation of the research and development center, as well as the contractual arrangements for existing employees?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"How will SolarPower maintain GreenTech's innovative culture, and what commitments have been made regarding the R&D center and employee contracts?\"},\n", + " {'new_question': '{\\n\"new_question\": \"Will SolarPower Kill GreenTech\\'s Innovation? What\\'s Really Going On With the R&D Center and Employee Contracts?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"How will SolarPower maintain GreenTech's innovative culture, and what commitments have been made regarding the R&D center and employee contracts?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of consolidation within the renewable energy sector, what forms of operational synergy are likely to emerge from the integration of SolarPower and GreenTech, and through what strategic mechanisms can these efficiencies be effectively realized?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': 'What types of operational synergies can be expected from the merger between SolarPower and GreenTech, and how will they be achieved?'},\n", + " {'new_question': '{\\n \"new_question\": \"What specific operational efficiencies and cost savings can be anticipated as a direct result of the consolidation of SolarPower and GreenTech, and what concrete steps will be taken to implement and realize these synergies in the post-merger entity?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': 'What types of operational synergies can be expected from the merger between SolarPower and GreenTech, and how will they be achieved?'},\n", + " {'new_question': '{\\n\"new_question\": \"SolarPower and GreenTech Join Forces: What Awesome Things Will Happen Next?!\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': 'What types of operational synergies can be expected from the merger between SolarPower and GreenTech, and how will they be achieved?'},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of industry consolidation, what strategic implications can be inferred from the potential integration of SolarPower and GreenTech, and how might these entities mitigate adverse consequences while optimizing synergies and preserving the organizational ethos of GreenTech, particularly in relation to the broader renewable energy market?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"How might the merger between SolarPower and GreenTech impact the renewable energy sector, and what can they do to minimize any negative effects while still achieving their goals and preserving GreenTech's innovative culture?\"},\n", + " {'new_question': '{\\n \"new_question\": \"What are the potential consequences of the proposed consolidation between SolarPower and GreenTech on the renewable energy industry, and what strategic measures can be implemented to mitigate any adverse effects while achieving the desired synergies and preserving GreenTech\\'s distinctive innovative ethos?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"How might the merger between SolarPower and GreenTech impact the renewable energy sector, and what can they do to minimize any negative effects while still achieving their goals and preserving GreenTech's innovative culture?\"},\n", + " {'new_question': '{\\n\"new_question\": \"SolarPower and GreenTech Join Forces: Will They Revolutionize Renewable Energy or Crash and Burn? What\\'s the Game Plan to Make it Work?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"How might the merger between SolarPower and GreenTech impact the renewable energy sector, and what can they do to minimize any negative effects while still achieving their goals and preserving GreenTech's innovative culture?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of post-merger organizational restructuring, what provisions will be implemented to ensure the continued autonomy and operational integrity of GreenTech\\'s R&D facility, and how will its strategic priorities be safeguarded within the newly consolidated entity with SolarPower?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"How will GreenTech's research and development center be preserved after the merger with SolarPower, and what guarantees its independence?\"},\n", + " {'new_question': '{\\n \"new_question\": \"Pursuant to the proposed merger between GreenTech and SolarPower, what specific provisions will be implemented to ensure the continued autonomy and operational integrity of GreenTech\\'s research and development center, and what safeguards will be established to guarantee its independence within the merged entity?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"How will GreenTech's research and development center be preserved after the merger with SolarPower, and what guarantees its independence?\"},\n", + " {'new_question': '{\\n\"new_question\": \"Will GreenTech\\'s Research Center Survive After Merging with SolarPower? What\\'s the Real Deal Here?!\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"How will GreenTech's research and development center be preserved after the merger with SolarPower, and what guarantees its independence?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of navigating regulatory frameworks, what strategic initiatives would be requisite for SolarPower and GreenTech to obtain approbation from the European Commission, while concurrently mitigating concerns regarding diminished competitive dynamics in the relevant market segments?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': 'What steps might SolarPower and GreenTech need to take to get approval from the European Commission and address concerns about reduced competition?'},\n", + " {'new_question': '{\\n \"new_question\": \"What specific measures must SolarPower and GreenTech implement to obtain approval from the European Commission, and what actions are required to mitigate concerns regarding diminished competition in the relevant market, pursuant to applicable EU regulations and competition law principles?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': 'What steps might SolarPower and GreenTech need to take to get approval from the European Commission and address concerns about reduced competition?'},\n", + " {'new_question': '{\\n\"new_question\": \"SolarPower and GreenTech in BIG Trouble with European Commission! What Do They Need to Do to Get Approved and Stop Competition Worries?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': 'What steps might SolarPower and GreenTech need to take to get approval from the European Commission and address concerns about reduced competition?'},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of navigating regulatory frameworks pertinent to consolidation within the European Union, what additional policy directives—beyond those specifically addressing competitive market dynamics—must be adhered to in order to ensure conformity with the overarching regulatory stipulations governing mergers, as outlined in the EU Merger Regulation?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': 'What other EU policies does the merger need to align with to ensure compliance with the EU Merger Regulation, apart from competition concerns?'},\n", + " {'new_question': '{\\n \"new_question\": \"Pursuant to the EU Merger Regulation, what additional EU policies must be complied with to ensure conformity, excluding considerations related to competition law?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': 'What other EU policies does the merger need to align with to ensure compliance with the EU Merger Regulation, apart from competition concerns?'},\n", + " {'new_question': '{\\n\"new_question\": \"EU Merger Regulation: What Else Do They Need to Worry About Besides Competition Issues?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': 'What other EU policies does the merger need to align with to ensure compliance with the EU Merger Regulation, apart from competition concerns?'},\n", + " {'new_question': '{\\n\"new_question\": \"From a regulatory perspective, what implications might arise from a acquiring entity\\'s decision to preserve an independent R&D center, as in the case of SolarPower\\'s proposed treatment of GreenTech\\'s research facilities, and how might such a commitment influence the competitive assessment conducted by the European Commission in the context of a merger review?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"How might the European Commission view SolarPower's commitment to maintaining GreenTech's R&D center as an independent entity? Could this be a positive factor in the merger review process, and why?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of a merger review, how would a regulatory body such as the European Commission evaluate the strategic decision of a corporation, specifically SolarPower, to maintain an acquired entity\\'s, namely GreenTech\\'s, research and development center as a separate and autonomous unit? Would such an arrangement potentially contribute to a favorable assessment of the merger, and if so, what specific factors would underpin this determination?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"How might the European Commission view SolarPower's commitment to maintaining GreenTech's R&D center as an independent entity? Could this be a positive factor in the merger review process, and why?\"},\n", + " {'new_question': '{\\n\"new_question\": \"Will Europe Love SolarPower\\'s Big Move to Save GreenTech\\'s Research Hub? Is it a Game-Changer for the Merger?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"How might the European Commission view SolarPower's commitment to maintaining GreenTech's R&D center as an independent entity? Could this be a positive factor in the merger review process, and why?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In light of the European Union\\'s regulatory scrutiny, what strategic adjustments can be anticipated from SolarPower and GreenTech to mitigate concerns regarding market competitiveness, and what are the potential implications for their operational structures and revenue streams?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': 'What concessions will SolarPower and GreenTech likely need to make to address EU concerns about competition, and how will that impact their operations and revenue?'},\n", + " {'new_question': '{\\n\"new_question\": \"What specific accommodations will SolarPower and GreenTech be required to undertake in order to alleviate concerns regarding competitive practices raised by the European Union, and what will be the resultant effects on their operational structures and financial performance?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': 'What concessions will SolarPower and GreenTech likely need to make to address EU concerns about competition, and how will that impact their operations and revenue?'},\n", + " {'new_question': '{\\n\"new_question\": \"SolarPower and GreenTech in BIG Trouble with EU! What Do They Need to Give Up to Stay in the Game?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': 'What concessions will SolarPower and GreenTech likely need to make to address EU concerns about competition, and how will that impact their operations and revenue?'},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of a proposed consolidation between two major renewable energy entities, SolarPower and GreenTech, what constituencies are pivotal to the European Union\\'s evaluative process, and what are their primary motivations and apprehensions? Furthermore, how do these diverse interests converge and influence adherence to EU regulatory frameworks, and what repercussions might arise from non-compliance for each respective faction?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': 'Who are the key stakeholders involved in the EU review process for the merger between SolarPower and GreenTech, and what are their main interests and concerns? How do these interests intersect and impact compliance with EU regulations, and what are the potential consequences of non-compliance for each group?'},\n", + " {'new_question': '{\\n\"new_question\": \"Identify the primary stakeholders participating in the European Union\\'s review process for the proposed merger between SolarPower and GreenTech, specifying their principal interests and concerns. Analyze how these interests converge and affect adherence to EU regulatory requirements, and delineate the potential repercussions of non-compliance for each stakeholder group.\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': 'Who are the key stakeholders involved in the EU review process for the merger between SolarPower and GreenTech, and what are their main interests and concerns? How do these interests intersect and impact compliance with EU regulations, and what are the potential consequences of non-compliance for each group?'},\n", + " {'new_question': '{\\n\"new_question\": \"EU Merger Alert! Who\\'s Really Calling the Shots in the SolarPower and GreenTech Deal? What Do They Want and What Happens If They Don\\'t Get It?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': 'Who are the key stakeholders involved in the EU review process for the merger between SolarPower and GreenTech, and what are their main interests and concerns? How do these interests intersect and impact compliance with EU regulations, and what are the potential consequences of non-compliance for each group?'},\n", + " {'new_question': '{\\n\"new_question\": \"In light of the prospective consolidation of GreenTech, what are the potential ramifications of EU regulatory scrutiny, and what strategic initiatives might be employed to ensure conformity with supranational directives and mitigate attendant risks?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"Don't you think the GreenTech acquisition will face major regulatory hurdles in the EU? How can the companies address these concerns to comply with EU regulations?\"},\n", + " {'new_question': '{\\n \"new_question\": \"Will the proposed acquisition of GreenTech encounter significant regulatory obstacles within the European Union, and if so, what specific measures can the involved parties undertake to ensure compliance with applicable EU regulations and facilitate a successful transaction?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"Don't you think the GreenTech acquisition will face major regulatory hurdles in the EU? How can the companies address these concerns to comply with EU regulations?\"},\n", + " {'new_question': '{\\n\"new_question\": \"GreenTech Acquisition in BIG Trouble? Can They Really Make it Work in Europe?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"Don't you think the GreenTech acquisition will face major regulatory hurdles in the EU? How can the companies address these concerns to comply with EU regulations?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the event of a failed consolidation effort between GreenTech and SolarPower, stemming from non-compliance with regulatory stipulations, what fiscal risk mitigation strategies are presently employed to insulate GreenTech\\'s financial position?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': 'What safeguards are in place to protect GreenTech financially if the merger with SolarPower falls through due to regulatory issues?'},\n", + " {'new_question': '{\\n \"new_question\": \"What financial protections are afforded to GreenTech in the event that the proposed merger with SolarPower is ultimately unsuccessful due to insurmountable regulatory hurdles?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': 'What safeguards are in place to protect GreenTech financially if the merger with SolarPower falls through due to regulatory issues?'},\n", + " {'new_question': '{\\n\"new_question\": \"GreenTech Merger Disaster: What Happens if SolarPower Deal Falls Apart? Will They Lose Everything?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': 'What safeguards are in place to protect GreenTech financially if the merger with SolarPower falls through due to regulatory issues?'},\n", + " {'new_question': '{\\n\"new_question\": \"Can you elucidate the rationale underlying the comprehensive due diligence process stipulated in the agreement, and specify which particular facets of GreenTech\\'s asset portfolio and liability structure are being scrutinized, in order to contextualize the strategic implications of this assessment within the broader framework of the proposed transaction?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"What's the point of the comprehensive due diligence process in the agreement, and what aspects of GreenTech's assets and liabilities are being looked at?\"},\n", + " {'new_question': '{\\n \"new_question\": \"Can you specify the objectives and scope of the comprehensive due diligence process stipulated in the agreement, particularly with regard to the evaluation of GreenTech\\'s assets and liabilities, and identify the key aspects being scrutinized in this assessment?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"What's the point of the comprehensive due diligence process in the agreement, and what aspects of GreenTech's assets and liabilities are being looked at?\"},\n", + " {'new_question': '{\\n\"new_question\": \"GreenTech Deal: What\\'s Really Being Checked Out? Are They Hiding Something? What\\'s the Big Deal with Due Diligence Anyway?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"What's the point of the comprehensive due diligence process in the agreement, and what aspects of GreenTech's assets and liabilities are being looked at?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of mergers and acquisitions, what are the implications of a substantial termination fee on the risk profile of the acquiring entity, and how might this factor influence the dynamics of negotiations between the parties involved, particularly in light of regulatory scrutiny from a governmental agency tasked with enforcing competition law?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': 'How does the $150 million breakup fee affect the financial risks for GreenTech, and what impact might it have on the negotiations between SolarPower and GreenTech given the antitrust concerns raised by the FTC?'},\n", + " {'new_question': '{\\n \"new_question\": \"What are the implications of a $150 million termination fee on the financial exposure of GreenTech, and how may this factor influence the dynamics of negotiations between SolarPower and GreenTech, particularly in light of the antitrust objections raised by the Federal Trade Commission (FTC)?\"\\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': 'How does the $150 million breakup fee affect the financial risks for GreenTech, and what impact might it have on the negotiations between SolarPower and GreenTech given the antitrust concerns raised by the FTC?'},\n", + " {'new_question': '{\\n\"new_question\": \"Will GreenTech Get Screwed by $150 Million Breakup Fee in SolarPower Deal? What\\'s the Real Risk Here?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': 'How does the $150 million breakup fee affect the financial risks for GreenTech, and what impact might it have on the negotiations between SolarPower and GreenTech given the antitrust concerns raised by the FTC?'},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of contractual arrangements, what mechanisms are typically employed to safeguard the interests of counterparties against potential non-performance or breaches of obligation, and how might these provisions be invoked in a hypothetical scenario where one party\\'s actions or omissions precipitate a claim for redress?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': 'How do the representations, warranties, and indemnification process in the agreement protect both parties against potential breaches, and can you give an example of a scenario where these provisions might be triggered?'},\n", + " {'new_question': '{\\n \"new_question\": \"What specific contractual mechanisms, including representations, warranties, and indemnification provisions, are incorporated into the agreement to safeguard the interests of both contracting parties against potential breaches of contract, and can you provide a concrete illustration of a circumstance under which these provisions would be activated to mitigate losses or damages incurred by either party?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': 'How do the representations, warranties, and indemnification process in the agreement protect both parties against potential breaches, and can you give an example of a scenario where these provisions might be triggered?'},\n", + " {'new_question': '{\\n\"new_question\": \"Agreement Breach: How Do Both Sides Stay Safe? Can You Give Me A Real-Life Example Of When This Would Happen?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': 'How do the representations, warranties, and indemnification process in the agreement protect both parties against potential breaches, and can you give an example of a scenario where these provisions might be triggered?'},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of mergers and acquisitions, what specific financial risk mitigation strategies are being employed in the proposed acquisition of GreenTech Inc. by SolarPower Corporation, particularly with regards to deal structuring, representations and warranties, and post-merger integration? Furthermore, what additional financial risk considerations should be taken into account, and what corresponding mitigation measures would be prudent to implement, in order to ensure the preservation of GreenTech\\'s value and a seamless transition following the acquisition?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"What financial risks are being mitigated in the proposed acquisition of GreenTech Inc. by SolarPower Corporation, and how are they being addressed? Are there any other types of financial risks that should be considered, and how would you propose mitigating them? For example, what's in place to prevent the deal from falling through, and how are potential breaches of representations and warranties being protected against? What's being done to preserve GreenTech's value and ensure a smooth transition post-merger?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the proposed acquisition of GreenTech Inc. by SolarPower Corporation, what specific financial risks are being mitigated, and what measures are being implemented to address them? Are there additional financial risks that warrant consideration, and if so, what strategies would you recommend to mitigate them? Specifically, what provisions are in place to prevent deal failure, and how are potential breaches of representations and warranties being safeguarded against? What steps are being taken to preserve GreenTech\\'s value and ensure a seamless transition following the merger?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"What financial risks are being mitigated in the proposed acquisition of GreenTech Inc. by SolarPower Corporation, and how are they being addressed? Are there any other types of financial risks that should be considered, and how would you propose mitigating them? For example, what's in place to prevent the deal from falling through, and how are potential breaches of representations and warranties being protected against? What's being done to preserve GreenTech's value and ensure a smooth transition post-merger?\"},\n", + " {'new_question': '{\\n\"new_question\": \"GreenTech Inc. and SolarPower Corporation Deal: What\\'s the Risk? Is the Acquisition a Recipe for Disaster? What\\'s Being Done to Save the Day? Are They Ready for the Worst?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"What financial risks are being mitigated in the proposed acquisition of GreenTech Inc. by SolarPower Corporation, and how are they being addressed? Are there any other types of financial risks that should be considered, and how would you propose mitigating them? For example, what's in place to prevent the deal from falling through, and how are potential breaches of representations and warranties being protected against? What's being done to preserve GreenTech's value and ensure a smooth transition post-merger?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of mergers and acquisitions within the renewable energy sector, what governmental agencies are presently scrutinizing the proposed consolidation of SolarPower and GreenTech, and what specific issues are these agencies focusing on? Considering the potential impact on market dynamics and regulatory compliance, what strategic adjustments or compromises might SolarPower and GreenTech need to undertake in order to alleviate these concerns? Furthermore, what are the potential consequences for the entities involved in this acquisition, in terms of their operational structures, market positions, and overall financial performance?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': 'What regulatory bodies are reviewing the SolarPower and GreenTech acquisition, and what are their main concerns? How might the companies address these concerns, and what concessions might they need to make? What are the potential implications for the companies involved?'},\n", + " {'new_question': '{\\n\"new_question\": \"Pursuant to the proposed acquisition of GreenTech by SolarPower, which governmental agencies are presently conducting reviews, and what specific issues have they raised? What measures can the parties involved undertake to address these concerns, and what compromises or concessions may be necessitated? Furthermore, what potential consequences may arise for the entities involved in this transaction, and how may their interests be impacted by the regulatory process?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': 'What regulatory bodies are reviewing the SolarPower and GreenTech acquisition, and what are their main concerns? How might the companies address these concerns, and what concessions might they need to make? What are the potential implications for the companies involved?'},\n", + " {'new_question': '{\\n\"new_question\": \"SolarPower and GreenTech Acquisition: Who\\'s Checking It Out and Why? What Do They Want? Will It Affect the Companies?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': 'What regulatory bodies are reviewing the SolarPower and GreenTech acquisition, and what are their main concerns? How might the companies address these concerns, and what concessions might they need to make? What are the potential implications for the companies involved?'},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of mergers and acquisitions, what strategic considerations can be employed to optimize the financial structuring of a proposed deal, such as the acquisition of a renewable energy firm by a leading solar energy provider, with a focus on minimizing potential losses for both parties involved? Specifically, how do instruments such as breakup fees, covenants, representations, and warranties serve to mitigate financial risk exposure, and are there additional structural elements or alternative approaches that could be leveraged to further contain financial risk, considering the broader implications for the companies in question and the sector as a whole?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': 'How does the proposed acquisition of GreenTech by SolarPower minimize potential financial losses for both parties? What role do the $150 million breakup fee, covenants, and representations and warranties play in mitigating financial risks? Are there any other structural elements that are effective in minimizing financial risks? What are the potential implications for the companies involved, and are there other ways to structure the acquisition to further minimize financial risks?'},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of the proposed acquisition of GreenTech by SolarPower, what specific contractual provisions and structural elements, including but not limited to the $150 million breakup fee, covenants, representations, and warranties, serve to mitigate potential financial losses for both parties? Furthermore, are there additional mechanisms or alternative acquisition structures that could be employed to further minimize financial risks, and what are the potential implications of such arrangements for the companies involved?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': 'How does the proposed acquisition of GreenTech by SolarPower minimize potential financial losses for both parties? What role do the $150 million breakup fee, covenants, and representations and warranties play in mitigating financial risks? Are there any other structural elements that are effective in minimizing financial risks? What are the potential implications for the companies involved, and are there other ways to structure the acquisition to further minimize financial risks?'},\n", + " {'new_question': '{\\n\"new_question\": \"GreenTech and SolarPower Deal: How They Avoid Losing BIG Money? What\\'s the magic behind the $150 million breakup fee? Are there other secrets to making this deal super safe for both companies?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': 'How does the proposed acquisition of GreenTech by SolarPower minimize potential financial losses for both parties? What role do the $150 million breakup fee, covenants, and representations and warranties play in mitigating financial risks? Are there any other structural elements that are effective in minimizing financial risks? What are the potential implications for the companies involved, and are there other ways to structure the acquisition to further minimize financial risks?'},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of consolidations within the renewable energy sector, what strategic considerations should entities contemplating mergers, such as SolarPower and GreenTech, prioritize to facilitate regulatory clearance from the European Union, particularly with regard to alleviating apprehensions concerning competitive market dynamics and safeguarding consumer interests, and what specific accommodations or divestitures might be requisite to secure approval from EU regulatory bodies?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': 'How can SolarPower and GreenTech ensure EU approval of their merger, and what concessions might they need to make to address concerns about market fairness and consumer protection?'},\n", + " {'new_question': '{\\n \"new_question\": \"What specific measures can SolarPower and GreenTech implement to guarantee compliance with European Union merger regulations, and what concessions may be necessitated to alleviate concerns regarding market competitiveness and consumer welfare, thereby ensuring a successful merger approval process?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': 'How can SolarPower and GreenTech ensure EU approval of their merger, and what concessions might they need to make to address concerns about market fairness and consumer protection?'},\n", + " {'new_question': '{\\n\"new_question\": \"SolarPower and GreenTech Want to Merge - But Will EU Say Yes? What Do They Need to Give Up to Make It Happen?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': 'How can SolarPower and GreenTech ensure EU approval of their merger, and what concessions might they need to make to address concerns about market fairness and consumer protection?'},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of the proposed consolidation of GreenTech Inc. and SolarPower Corporation, what is the aggregate number of oversight entities scrutinizing the transaction, and what salient concerns regarding the amalgamation have they articulated from a regulatory perspective?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': 'How many regulatory bodies are reviewing the proposed acquisition of GreenTech Inc. by SolarPower Corporation, and what are their main concerns about the merger?'},\n", + " {'new_question': '{\"new_question\": \"Pursuant to the proposed acquisition of GreenTech Inc. by SolarPower Corporation, what is the total number of regulatory agencies presently conducting reviews, and what specific concerns have they articulated with respect to the contemplated merger?\"}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': 'How many regulatory bodies are reviewing the proposed acquisition of GreenTech Inc. by SolarPower Corporation, and what are their main concerns about the merger?'},\n", + " {'new_question': '{\\n\"new_question\": \"BIG Merger Alert! How Many Watchdogs Are Sniffing Around SolarPower\\'s GreenTech Deal? What\\'s Got Them Spooked?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': 'How many regulatory bodies are reviewing the proposed acquisition of GreenTech Inc. by SolarPower Corporation, and what are their main concerns about the merger?'},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of consolidating market presence within the European Union, what strategic alignments with EU regulatory frameworks governing market fairness and consumer protection would be necessary to ensure a seamless integration, and what potential concessions could be proactively offered to mitigate concerns regarding diminished competition in the EU market, thereby facilitating a more expedient approval process?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': 'How would you demonstrate that the merger aligns with EU policies on market fairness and consumer protection, and what concessions would you consider making to alleviate concerns about reduced competition in the EU market?'},\n", + " {'new_question': '{\\n \"new_question\": \"What specific measures would be implemented to ensure compliance with European Union regulations regarding market fairness and consumer protection in the context of the proposed merger, and what potential concessions could be offered to address concerns related to decreased competition within the EU market?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': 'How would you demonstrate that the merger aligns with EU policies on market fairness and consumer protection, and what concessions would you consider making to alleviate concerns about reduced competition in the EU market?'},\n", + " {'new_question': '{\\n\"new_question\": \"EU Merger Alert! How can we prove this huge deal is fair to consumers and doesn\\'t hurt competition in Europe? What big changes would you make to calm everyone down about this super merger taking over the EU market?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': 'How would you demonstrate that the merger aligns with EU policies on market fairness and consumer protection, and what concessions would you consider making to alleviate concerns about reduced competition in the EU market?'},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of mergers and acquisitions, what role do pre-closing covenants play in maintaining the target entity\\'s value and facilitating a seamless integration process? Can you elaborate on the specific covenants typically employed and their significance in ensuring the strategic objectives of the acquisition are met?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"How do the restrictions on GreenTech's actions before the deal is closed help preserve its value and ensure a smooth transition after the merger? What specific restrictions are mentioned and why are they important for the merger's success?\"},\n", + " {'new_question': '{\\n\"new_question\": \"What specific pre-closing covenants are imposed upon GreenTech to safeguard its value and facilitate a seamless post-merger integration, and what is the rationale underlying the inclusion of such covenants in the merger agreement?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"How do the restrictions on GreenTech's actions before the deal is closed help preserve its value and ensure a smooth transition after the merger? What specific restrictions are mentioned and why are they important for the merger's success?\"},\n", + " {'new_question': '{\\n\"new_question\": \"GreenTech Merger: What\\'s Really Going On? What are the top 3 restrictions on GreenTech before the deal is done and how will they save the company from disaster after the merger?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"How do the restrictions on GreenTech's actions before the deal is closed help preserve its value and ensure a smooth transition after the merger? What specific restrictions are mentioned and why are they important for the merger's success?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of a strategic consolidation within the renewable energy sector, what requisite regulatory examinations and endorsements would be necessitated by the proposed amalgamation of SolarPower and GreenTech, and what concessions or undertakings might the constituent entities be compelled to offer in order to secure approbation from the relevant oversight bodies?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': 'What regulatory reviews and approvals are needed for the SolarPower and GreenTech merger, and what concessions might they have to make to get approved?'},\n", + " {'new_question': '{\\n \"new_question\": \"Pursuant to applicable antitrust laws and regulations, what specific regulatory reviews and approvals are required for the proposed merger between SolarPower and GreenTech, and what concessions or divestitures may be necessitated to secure approval from the relevant authorities?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': 'What regulatory reviews and approvals are needed for the SolarPower and GreenTech merger, and what concessions might they have to make to get approved?'},\n", + " {'new_question': '{\\n\"new_question\": \"SolarPower and GreenTech Merger: What\\'s the Hold Up? What Do They Need to Do to Get the Green Light?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': 'What regulatory reviews and approvals are needed for the SolarPower and GreenTech merger, and what concessions might they have to make to get approved?'},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of consolidations within the renewable energy sector, what specific accommodations may be requisite for SolarPower and GreenTech to assuage regulatory apprehensions regarding diminished competitiveness, and what are the potential strategic implications of such accommodations on their operational efficacy and market standing within the EU framework?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': 'What concessions might SolarPower and GreenTech need to make to alleviate EU concerns about reduced competition, and how might these concessions impact their business operations and market position?'},\n", + " {'new_question': '{\\n \"new_question\": \"What specific accommodations may SolarPower and GreenTech be required to undertake in order to mitigate concerns raised by the European Union regarding potential diminution of competition, and what would be the resultant effects on their operational structures and market standing?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': 'What concessions might SolarPower and GreenTech need to make to alleviate EU concerns about reduced competition, and how might these concessions impact their business operations and market position?'},\n", + " {'new_question': '{\\n\"new_question\": \"SolarPower and GreenTech in BIG Trouble with EU! What Do They Need to Give Up to Make the EU Happy Again? Will It Hurt Their Business?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': 'What concessions might SolarPower and GreenTech need to make to alleviate EU concerns about reduced competition, and how might these concessions impact their business operations and market position?'},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of antitrust evaluations, what specific reservations have been articulated by regulatory entities, such as the Federal Trade Commission, regarding the potential anticompetitive effects of the proposed merger, and what manner of concessions or divestitures might be proffered to mitigate these concerns and facilitate a more competitive market environment?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"What concerns have regulatory bodies like the FTC raised about the merger's impact on competition, and how might concessions address these concerns?\"},\n", + " {'new_question': '{\\n \"new_question\": \"What specific objections have governmental agencies responsible for enforcing antitrust laws, such as the Federal Trade Commission, articulated regarding the proposed consolidation\\'s potential effects on market competition, and in what manner might proposed concessions or divestitures mitigate these objections to ensure compliance with relevant statutes and regulations governing monopolies and restraints on trade?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"What concerns have regulatory bodies like the FTC raised about the merger's impact on competition, and how might concessions address these concerns?\"},\n", + " {'new_question': '{\\n\"new_question\": \"FTC Slams Merger: What\\'s the Big Deal? Will Concessions Fix Everything?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"What concerns have regulatory bodies like the FTC raised about the merger's impact on competition, and how might concessions address these concerns?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of a strategic consolidation, what are the implications of contractual stipulations within the merger agreement on the operational and financial dynamics of GreenTech, and what accommodations may be requisite to secure regulatory clearance, considering the prevailing economic and market conditions?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"How do covenants in the merger agreement impact GreenTech's business operations and financial decisions, and what concessions might be needed to get regulatory approval?\"},\n", + " {'new_question': '{\\n \"new_question\": \"What specific provisions within the merger agreement\\'s covenants may influence GreenTech\\'s operational and financial strategies, and what regulatory concessions could be necessitated to secure approval from the relevant governing bodies?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"How do covenants in the merger agreement impact GreenTech's business operations and financial decisions, and what concessions might be needed to get regulatory approval?\"},\n", + " {'new_question': '{\\n\"new_question\": \"GreenTech Merger SHOCKER: How Will Secret Deals Change EVERYTHING? What\\'s the Real Price of Getting the Green Light from Regulators?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"How do covenants in the merger agreement impact GreenTech's business operations and financial decisions, and what concessions might be needed to get regulatory approval?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of a prospective merger, what accommodations may be requisite for SolarPower and GreenTech to obtain regulatory clearance from the European Commission, and what implications might such accommodations have for their combined operational efficiencies and projected financial performance, considering the broader strategic imperatives and industry dynamics at play?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': 'What concessions might SolarPower and GreenTech need to make to secure European Commission approval, and how could these concessions affect their operational synergies and financial projections?'},\n", + " {'new_question': '{\\n \"new_question\": \"What specific accommodations may be required of SolarPower and GreenTech to obtain approval from the European Commission, and what would be the resultant impact on their combined operational efficiencies and projected financial performance?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': 'What concessions might SolarPower and GreenTech need to make to secure European Commission approval, and how could these concessions affect their operational synergies and financial projections?'},\n", + " {'new_question': '{\\n\"new_question\": \"Will SolarPower and GreenTech Have to Make Major Sacrifices to Get EU Approval? What Will This Mean for Their Bottom Line?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': 'What concessions might SolarPower and GreenTech need to make to secure European Commission approval, and how could these concessions affect their operational synergies and financial projections?'},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of a proposed merger, what implications does the organizational autonomy of a research and development facility have on mitigating regulatory concerns related to innovation and competition, and how might this influence the evaluation of the merger\\'s compliance with supranational economic policies governing market fairness and consumer protection, particularly within the framework of a multinational economic union\\'s governing body\\'s assessment protocols?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"How does keeping GreenTech's R&D center independent address regulatory concerns about innovation and competition, and what impact might this have on the European Commission's assessment of the merger's alignment with EU policies on market fairness and consumer protection?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of a proposed merger, what are the implications of maintaining a separate research and development facility on addressing regulatory concerns regarding innovation and competition, and how might this structural arrangement influence the assessment of the merger\\'s compliance with EU policies on market fairness and consumer protection by the relevant regulatory authority?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"How does keeping GreenTech's R&D center independent address regulatory concerns about innovation and competition, and what impact might this have on the European Commission's assessment of the merger's alignment with EU policies on market fairness and consumer protection?\"},\n", + " {'new_question': '{\\n\"new_question\": \"Will GreenTech\\'s R&D Center Cause Trouble with the European Commission? Can it Really Stay Independent and Not Hurt Competition in the EU?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"How does keeping GreenTech's R&D center independent address regulatory concerns about innovation and competition, and what impact might this have on the European Commission's assessment of the merger's alignment with EU policies on market fairness and consumer protection?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of a proposed consolidation, what specific accommodations may be required of SolarPower and GreenTech to secure approbation from the European Commission, and what implications might these accommodations have for the resultant entity\\'s valuation?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"What concessions might SolarPower and GreenTech need to make to get regulatory approval from the European Commission, and how could these concessions affect the merger's value?\"},\n", + " {'new_question': '{\\n \"new_question\": \"What specific accommodations may be required of SolarPower and GreenTech to secure approval from the European Commission, and what impact could these accommodations have on the overall valuation of the proposed merger?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"What concessions might SolarPower and GreenTech need to make to get regulatory approval from the European Commission, and how could these concessions affect the merger's value?\"},\n", + " {'new_question': '{\\n\"new_question\": \"Will SolarPower and GreenTech Have to Make Major Sacrifices to Get EU Approval? What Will Be the Real Cost of Their Merger?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"What concessions might SolarPower and GreenTech need to make to get regulatory approval from the European Commission, and how could these concessions affect the merger's value?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of post-merger integration, what strategic initiatives has SolarPower implemented to mitigate potential workforce redundancies and retain the innovative ethos characteristic of GreenTech\\'s organizational culture, thereby ensuring a synergistic consolidation of human capital and intellectual assets?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"How is SolarPower addressing concerns about layoffs and preserving GreenTech's innovative culture after the acquisition?\"},\n", + " {'new_question': '{\\n \"new_question\": \"What specific measures is SolarPower implementing to mitigate concerns regarding potential layoffs and to ensure the preservation of GreenTech\\'s innovative corporate culture following the acquisition, and how do these measures align with the company\\'s overall strategic objectives and obligations to its stakeholders?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"How is SolarPower addressing concerns about layoffs and preserving GreenTech's innovative culture after the acquisition?\"},\n", + " {'new_question': '{\\n\"new_question\": \"SolarPower Buys GreenTech: Will They Fire Everyone and Ruin the Company?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"How is SolarPower addressing concerns about layoffs and preserving GreenTech's innovative culture after the acquisition?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of mergers and acquisitions, what particular vulnerabilities or exposures are likely being addressed through the rigorous due diligence procedures undertaken by entities comparable to SolarPower and GreenTech, and how might the efficacy of these efforts influence the overall viability of the consolidation?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"What specific risks or liabilities are SolarPower and GreenTech trying to mitigate through their comprehensive due diligence process, and how might these efforts impact the merger's success?\"},\n", + " {'new_question': '{\\n \"new_question\": \"What particular risks or liabilities are the parties involved in the proposed merger, specifically SolarPower and GreenTech, seeking to identify and mitigate through their thorough due diligence process, and what potential impact may these efforts have on the ultimate success of the merger transaction?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"What specific risks or liabilities are SolarPower and GreenTech trying to mitigate through their comprehensive due diligence process, and how might these efforts impact the merger's success?\"},\n", + " {'new_question': '{\\n\"new_question\": \"SolarPower and GreenTech Merger: What\\'s the BIG Risk They\\'re Trying to Avoid?!\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"What specific risks or liabilities are SolarPower and GreenTech trying to mitigate through their comprehensive due diligence process, and how might these efforts impact the merger's success?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of industry consolidation, what strategic advantages and potential risks may arise from the integration of SolarPower and GreenTech, and what means of operational optimization and regulatory adherence might be employed to realize or mitigate these outcomes, respectively?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': 'What are the potential benefits and drawbacks of the SolarPower and GreenTech merger, and how will they be achieved or addressed through operational synergies and regulatory compliance?'},\n", + " {'new_question': '{\\n \"new_question\": \"What are the projected advantages and disadvantages of the proposed consolidation between SolarPower and GreenTech, and by what means will operational synergies and adherence to regulatory requirements facilitate the realization of benefits and mitigation of drawbacks?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': 'What are the potential benefits and drawbacks of the SolarPower and GreenTech merger, and how will they be achieved or addressed through operational synergies and regulatory compliance?'},\n", + " {'new_question': '{\\n\"new_question\": \"Will SolarPower and GreenTech Merger Be a Game Changer or a Disaster? What\\'s the Real Deal Here?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': 'What are the potential benefits and drawbacks of the SolarPower and GreenTech merger, and how will they be achieved or addressed through operational synergies and regulatory compliance?'},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of mergers and acquisitions within the renewable energy sector, specifically regarding the consolidation of SolarPower and GreenTech, what are the pertinent regulatory entities conducting oversight, and what are the primary issues under their scrutiny? Furthermore, what strategic measures are the involved parties undertaking to align with the requisite legal and regulatory frameworks governing such transactions, and to mitigate any potential risks associated with non-compliance?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': 'What regulatory bodies are scrutinizing the SolarPower and GreenTech acquisition, and what concerns do they have? How are the companies addressing these concerns to ensure compliance with laws and regulations?'},\n", + " {'new_question': '{\\n\"new_question\": \"Which governmental agencies are presently examining the proposed acquisition of GreenTech by SolarPower, and what specific issues have been raised regarding potential non-compliance with applicable statutes and regulatory frameworks? Furthermore, what measures are SolarPower and GreenTech undertaking to address these concerns and ensure adherence to all pertinent laws and regulations governing this transaction?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': 'What regulatory bodies are scrutinizing the SolarPower and GreenTech acquisition, and what concerns do they have? How are the companies addressing these concerns to ensure compliance with laws and regulations?'},\n", + " {'new_question': '{\\n\"new_question\": \"SolarPower and GreenTech Acquisition: Who\\'s Cracking Down and Why? What\\'s Being Done to Fix It?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': 'What regulatory bodies are scrutinizing the SolarPower and GreenTech acquisition, and what concerns do they have? How are the companies addressing these concerns to ensure compliance with laws and regulations?'},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of strategic consolidation, what are the salient features of the acquisition agreement between SolarPower and GreenTech, and how do these elements contribute to risk attenuation and transitional efficacy? Are there any notable contractual stipulations that warrant particular attention from a financial analysis perspective?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': 'What are the key components of the merger agreement between SolarPower and GreenTech, and how do they help mitigate risks and ensure a smooth transition? Are there any specific provisions that stand out as particularly important?'},\n", + " {'new_question': '{\\n \"new_question\": \"What are the primary elements comprising the merger agreement between SolarPower and GreenTech, and in what manner do these elements serve to minimize risks and facilitate a seamless transition? Are there any notable provisions that warrant particular attention due to their significance in this context?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': 'What are the key components of the merger agreement between SolarPower and GreenTech, and how do they help mitigate risks and ensure a smooth transition? Are there any specific provisions that stand out as particularly important?'},\n", + " {'new_question': '{\\n\"new_question\": \"SolarPower and GreenTech Just Merged! What Are the Top 3 Things You Need to Know About the Deal? Are There Any Surprising Twists?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': 'What are the key components of the merger agreement between SolarPower and GreenTech, and how do they help mitigate risks and ensure a smooth transition? Are there any specific provisions that stand out as particularly important?'},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of a strategic consolidation, what are the projected effects on operational expenditures and top-line growth over a 24-month horizon following the integration of a specialized renewable energy entity, and to what extent will the incorporation of advanced battery solutions influence these outcomes?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"How will the acquisition of GreenTech by SolarPower Corporation impact production costs and revenue over the next two years, and what role will GreenTech's battery technology play in this?\"},\n", + " {'new_question': '{\\n\"new_question\": \"What are the projected effects of the acquisition of GreenTech by SolarPower Corporation on production expenditures and revenue generation over the subsequent 24-month period, and how will the integration of GreenTech\\'s battery technology influence these outcomes?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"How will the acquisition of GreenTech by SolarPower Corporation impact production costs and revenue over the next two years, and what role will GreenTech's battery technology play in this?\"},\n", + " {'new_question': '{\\n\"new_question\": \"Will SolarPower Corporation\\'s Big Buyout of GreenTech Make Them Richer or Poorer? What\\'s the Deal with GreenTech\\'s Batteries?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"How will the acquisition of GreenTech by SolarPower Corporation impact production costs and revenue over the next two years, and what role will GreenTech's battery technology play in this?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of mergers and acquisitions, what is the rationale behind incorporating restrictive covenants in agreements between acquiring and target entities, specifically in relation to preserving the value of intangible assets and proprietary technologies during the pre-closure period, and how do such covenants ultimately contribute to the strategic objectives of the acquisition process?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"What's the point of the covenants between SolarPower and GreenTech that limit GreenTech's actions before the deal is closed, and how do they help preserve GreenTech's value and its battery technology assets during the acquisition process?\"},\n", + " {'new_question': '{\\n \"new_question\": \"What is the purpose and effect of the pre-closing covenants between SolarPower and GreenTech, specifically in relation to the restrictions imposed on GreenTech\\'s actions prior to the acquisition\\'s consummation, and how do these covenants serve to maintain the value and integrity of GreenTech\\'s assets, including its battery technology, during the pendency of the transaction?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"What's the point of the covenants between SolarPower and GreenTech that limit GreenTech's actions before the deal is closed, and how do they help preserve GreenTech's value and its battery technology assets during the acquisition process?\"},\n", + " {'new_question': '{\\n\"new_question\": \"SolarPower and GreenTech Deal: Why the Secret Rules? Are They Trying to Protect GreenTech\\'s Battery Secrets Before the Big Takeover?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"What's the point of the covenants between SolarPower and GreenTech that limit GreenTech's actions before the deal is closed, and how do they help preserve GreenTech's value and its battery technology assets during the acquisition process?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of industry consolidation, what implications might arise from the integration of a specialized technology firm into a larger renewable energy conglomerate, particularly with regards to market competitiveness and the potential for innovation stagnation, assuming the acquired entity\\'s research and development operations are maintained as a distinct entity?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"How could SolarPower's acquisition of GreenTech affect the competitiveness of the renewable energy storage market, and might it stifle innovation despite keeping GreenTech's R&D center independent?\"},\n", + " {'new_question': '{\\n\"new_question\": \"What are the potential implications of SolarPower\\'s acquisition of GreenTech on the competitiveness of the renewable energy storage market, and could this transaction potentially hinder innovation in the sector notwithstanding the maintenance of GreenTech\\'s research and development center as an autonomous entity?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"How could SolarPower's acquisition of GreenTech affect the competitiveness of the renewable energy storage market, and might it stifle innovation despite keeping GreenTech's R&D center independent?\"},\n", + " {'new_question': '{\\n\"new_question\": \"Will SolarPower\\'s Takeover of GreenTech Kill the Renewable Energy Storage Market or Make it Stronger?!\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"How could SolarPower's acquisition of GreenTech affect the competitiveness of the renewable energy storage market, and might it stifle innovation despite keeping GreenTech's R&D center independent?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of a proposed consolidation of two entities within the renewable energy sector, specifically SolarPower and GreenTech, what accommodations or compromises might be necessitated to secure regulatory approval, and how could such concessions impact the synergies and strategic advantages anticipated from integrating their technological capabilities and operational frameworks?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': 'What concessions might SolarPower and GreenTech need to make to get their merger approved, and how could these concessions affect the benefits of combining their technologies and operations?'},\n", + " {'new_question': '{\\n \"new_question\": \"What specific accommodations may be required of SolarPower and GreenTech to secure regulatory approval for their proposed merger, and in what manner might such accommodations impact the synergies and efficiencies anticipated from integrating their technological assets and operational capabilities?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': 'What concessions might SolarPower and GreenTech need to make to get their merger approved, and how could these concessions affect the benefits of combining their technologies and operations?'},\n", + " {'new_question': '{\\n\"new_question\": \"SolarPower and GreenTech Want to Merge - But What Will They Have to Give Up? Will Their Tech Still Be Awesome Together?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': 'What concessions might SolarPower and GreenTech need to make to get their merger approved, and how could these concessions affect the benefits of combining their technologies and operations?'},\n", + " {'new_question': '{\"new_question\": \"In the context of the proposed consolidation, could you provide an enumeration of the regulatory entities presently scrutinizing the transaction, along with a summary of the specific apprehensions each has articulated, including but not limited to matters of anticompetitive practice and potential repercussions on the European Union market?\"}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': 'How many regulatory bodies are reviewing the merger, and what concerns has each raised, such as antitrust issues or impact on the EU market?'},\n", + " {'new_question': '{\"new_question\": \"Pursuant to the proposed merger, could you provide a comprehensive enumeration of the regulatory entities presently conducting reviews, as well as a detailed articulation of the specific concerns each has raised, including but not limited to potential antitrust violations and the anticipated impact on the European Union market?\"}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': 'How many regulatory bodies are reviewing the merger, and what concerns has each raised, such as antitrust issues or impact on the EU market?'},\n", + " {'new_question': '{\\n\"new_question\": \"Merger Alert! How Many Watchdogs Are Biting? What\\'s the Big Deal with EU Market and Antitrust Stuff?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': 'How many regulatory bodies are reviewing the merger, and what concerns has each raised, such as antitrust issues or impact on the EU market?'},\n", + " {'new_question': '{\\n\"new_question\": \"In light of the recent consolidation, what specific risk management strategies and transitional protocols has SolarPower implemented to ensure operational continuity, and how do these measures align with the stipulations outlined in the merger agreement with GreenTech, particularly with regards to mitigating potential synergistic disruptions and facilitating a seamless integration of assets and operations?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': 'What measures has SolarPower taken to mitigate risks and ensure a smooth transition post-merger, and why are they significant in the context of the merger agreement with GreenTech?'},\n", + " {'new_question': '{\\n \"new_question\": \"What specific risk mitigation strategies and transitional protocols has SolarPower implemented in anticipation of its merger with GreenTech, and what is the legal significance of these measures in relation to the terms of the merger agreement between the two entities?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': 'What measures has SolarPower taken to mitigate risks and ensure a smooth transition post-merger, and why are they significant in the context of the merger agreement with GreenTech?'},\n", + " {'new_question': '{\\n\"new_question\": \"SolarPower Merges with GreenTech: What\\'s the Big Plan to Avoid Disaster?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': 'What measures has SolarPower taken to mitigate risks and ensure a smooth transition post-merger, and why are they significant in the context of the merger agreement with GreenTech?'},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of mergers and acquisitions, what inferences can be drawn from the inclusion of a substantial termination fee regarding the acquirer\\'s confidence in obtaining necessary regulatory clearances? Furthermore, should the proposed acquisition ultimately fail to materialize, what potential repercussions might arise for the target company\\'s specialized technology, and how would one evaluate the comprehensive risk profile and strategic merits of this transaction from a financial and econometric perspective?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"Does the $150 million breakup fee in the merger agreement imply that SolarPower is uncertain about securing regulatory approvals? What are the potential implications for GreenTech's battery technology if the deal falls through, and how do you assess the overall risks and benefits of this acquisition?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of the proposed acquisition, what are the implications of the $150 million termination fee stipulated in the merger agreement, and how do potential regulatory approval issues impact the valuation and integration of GreenTech\\'s battery technology assets?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"Does the $150 million breakup fee in the merger agreement imply that SolarPower is uncertain about securing regulatory approvals? What are the potential implications for GreenTech's battery technology if the deal falls through, and how do you assess the overall risks and benefits of this acquisition?\"},\n", + " {'new_question': '{\\n\"new_question\": \"Big Merger in Trouble? Is SolarPower Really Going to Pay $150 Million if Deal Fails? What Happens to GreenTech\\'s Battery Tech Then?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"Does the $150 million breakup fee in the merger agreement imply that SolarPower is uncertain about securing regulatory approvals? What are the potential implications for GreenTech's battery technology if the deal falls through, and how do you assess the overall risks and benefits of this acquisition?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of post-merger integration, what contingent liabilities or downside risks could potentially crystallize for SolarPower, and what strategic measures can be implemented to optimize risk-adjusted returns and ensure a seamless operational transition, thereby safeguarding the acquisition\\'s expected value proposition?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"What potential risks or liabilities might SolarPower still face after the merger, and how can they mitigate these risks to ensure a smooth transition and maximize the acquisition's value?\"},\n", + " {'new_question': '{\\n \"new_question\": \"Following the consummation of the merger, what contingent liabilities or risks may continue to affect SolarPower, and what measures can be implemented to minimize these risks, ensure a seamless integration, and optimize the value derived from the acquisition?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"What potential risks or liabilities might SolarPower still face after the merger, and how can they mitigate these risks to ensure a smooth transition and maximize the acquisition's value?\"},\n", + " {'new_question': '{\\n\"new_question\": \"SolarPower Merger Alert: What Big Risks Are Still Lurking and How Can They Avoid Disaster?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"What potential risks or liabilities might SolarPower still face after the merger, and how can they mitigate these risks to ensure a smooth transition and maximize the acquisition's value?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of post-merger integration, what risk mitigation strategies and transitional protocols have been delineated by the parties involved in the SolarPower and GreenTech consolidation, and how do these measures align with the overarching objectives of the deal? Furthermore, what are the potential ramifications of inadequate implementation of these strategies on the merger\\'s efficacy and the combined entity\\'s financial performance?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"What specific measures have SolarPower and GreenTech agreed to take to mitigate risks and ensure a smooth transition post-merger, and how will these measures contribute to the overall success of the merger? What are the potential consequences if these measures aren't implemented effectively?\"},\n", + " {'new_question': '{\\n\"new_question\": \"Pursuant to the proposed merger between SolarPower and GreenTech, what concrete steps have the parties contractually agreed to undertake in order to minimize operational risks and ensure a seamless integration of their respective entities post-merger? Furthermore, how will the implementation of these measures directly impact the merger\\'s overall efficacy, and what potential repercussions may arise in the event of inadequate execution or non-compliance with the agreed-upon terms?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"What specific measures have SolarPower and GreenTech agreed to take to mitigate risks and ensure a smooth transition post-merger, and how will these measures contribute to the overall success of the merger? What are the potential consequences if these measures aren't implemented effectively?\"},\n", + " {'new_question': '{\\n\"new_question\": \"SolarPower and GreenTech Merging: What\\'s the Plan to Avoid Disaster? Will they succeed or fail miserably if they don\\'t take the right steps after joining forces?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"What specific measures have SolarPower and GreenTech agreed to take to mitigate risks and ensure a smooth transition post-merger, and how will these measures contribute to the overall success of the merger? What are the potential consequences if these measures aren't implemented effectively?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of the burgeoning renewable energy storage market, what are the potential implications of consolidation, specifically with regards to the recent acquisition of GreenTech Inc. by SolarPower, on the competitive landscape and innovation trajectory, considering both the purported synergies and the potential for diminished market dynamism?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"Does SolarPower's acquisition of GreenTech Inc. risk stifling competition and innovation in the renewable energy storage market, despite promised benefits to both companies?\"},\n", + " {'new_question': '{\\n \"new_question\": \"Will the proposed acquisition of GreenTech Inc. by SolarPower potentially impede competition and innovation within the renewable energy storage market, notwithstanding the purported benefits to both entities?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"Does SolarPower's acquisition of GreenTech Inc. risk stifling competition and innovation in the renewable energy storage market, despite promised benefits to both companies?\"},\n", + " {'new_question': '{\\n\"new_question\": \"Will SolarPower Kill the Competition with GreenTech Inc. Deal? Is This the End of Renewable Energy Innovation?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"Does SolarPower's acquisition of GreenTech Inc. risk stifling competition and innovation in the renewable energy storage market, despite promised benefits to both companies?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In light of prospective antitrust concerns and the requisite concessions to mitigate diminished competition, what are the implications of heightened regulatory oversight from the Federal Trade Commission and the European Commission on the viability of the proposed merger, considering the broader context of market consolidation and the attendant need for strategic adaptation to navigate an increasingly complex regulatory landscape?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"How will regulatory scrutiny from the FTC and European Commission impact the merger's success, given the potential antitrust concerns and need for concessions to alleviate reduced competition?\"},\n", + " {'new_question': '{\\n \"new_question\": \"To what extent will oversight from the Federal Trade Commission and the European Commission, particularly with regard to potential antitrust issues and the necessity for concessions to mitigate decreased competition, affect the merger\\'s prospects for success?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"How will regulatory scrutiny from the FTC and European Commission impact the merger's success, given the potential antitrust concerns and need for concessions to alleviate reduced competition?\"},\n", + " {'new_question': '{\\n\"new_question\": \"Will the FTC and European Commission Kill the Merger? Antitrust Concerns Explode!\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"How will regulatory scrutiny from the FTC and European Commission impact the merger's success, given the potential antitrust concerns and need for concessions to alleviate reduced competition?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of consolidation within the renewable energy sector, what specific accommodations may be required of SolarPower and GreenTech to mitigate concerns regarding diminished market competition, and what strategic rationale underlies the inclusion of a $150 million termination fee within their merger agreement?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"What concessions might SolarPower and GreenTech need to make to alleviate concerns about reduced competition, and what's the purpose of the $150 million breakup fee in their merger agreement?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of the proposed merger between SolarPower and GreenTech, what specific concessions could be necessitated to mitigate concerns regarding diminished competition, and what is the rationale underlying the stipulation of a $150 million breakup fee within the merger agreement?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"What concessions might SolarPower and GreenTech need to make to alleviate concerns about reduced competition, and what's the purpose of the $150 million breakup fee in their merger agreement?\"},\n", + " {'new_question': '{\\n\"new_question\": \"SolarPower and GreenTech Merger: What\\'s the Big Deal? Will They Have to Give Up Something to Make the Deal Happen? And What\\'s Up with That $150 Million Breakup Fee?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"What concessions might SolarPower and GreenTech need to make to alleviate concerns about reduced competition, and what's the purpose of the $150 million breakup fee in their merger agreement?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of post-merger integration, what contractual provisions and assurances are stipulated in the agreement to mitigate potential risks and facilitate a seamless operational transition for the combined entity, and how do these provisions inform the strategic outlook for GreenTech and SolarPower\\'s future organizational structure and operational synergies?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': 'How do the covenants and representations in the merger agreement address potential risks and ensure a smooth transition for GreenTech and SolarPower after the merger, and what are the implications for their future operations?'},\n", + " {'new_question': '{\\n \"new_question\": \"In the context of the proposed merger between GreenTech and SolarPower, what specific provisions are included in the merger agreement to mitigate potential risks and facilitate a seamless integration of the two entities, and how do these provisions impact the operational dynamics and strategic objectives of the combined organization post-merger?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': 'How do the covenants and representations in the merger agreement address potential risks and ensure a smooth transition for GreenTech and SolarPower after the merger, and what are the implications for their future operations?'},\n", + " {'new_question': '{\\n\"new_question\": \"GreenTech and SolarPower Merger: What\\'s the Big Deal? Will They Sink or Swim Together? What are the major risks and how will they affect the companies after the merger?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': 'How do the covenants and representations in the merger agreement address potential risks and ensure a smooth transition for GreenTech and SolarPower after the merger, and what are the implications for their future operations?'},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of the proposed acquisition, what strategic measures are being implemented to ensure the retention of GreenTech\\'s distinctive organizational ethos and human capital, and what contingency planning has been undertaken to mitigate potential financial risks in the event of regulatory approval not being secured, specifically with regard to the projected synergies and value creation for SolarPower\\'s stakeholders?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"How is SolarPower planning to preserve GreenTech's innovative culture and protect its employees, and what financial safeguards are in place if the merger fails to get regulatory approval?\"},\n", + " {'new_question': '{\\n \"new_question\": \"What specific measures will SolarPower implement to maintain GreenTech\\'s distinctive cultural identity and safeguard the interests of its personnel, and what financial contingency plans have been established in the event that the proposed merger does not secure requisite regulatory approvals?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"How is SolarPower planning to preserve GreenTech's innovative culture and protect its employees, and what financial safeguards are in place if the merger fails to get regulatory approval?\"},\n", + " {'new_question': '{\\n\"new_question\": \"Will SolarPower Ruin GreenTech? What Happens to Employees if Merger Fails?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"How is SolarPower planning to preserve GreenTech's innovative culture and protect its employees, and what financial safeguards are in place if the merger fails to get regulatory approval?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of a potential consolidation of major industry players, what systemic vulnerabilities may arise from the proposed GreenTech merger, and how might the European Commission\\'s assessment protocol mitigate these risks to ensure compliance with EU regulatory frameworks and maintain market stability?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': 'What are the potential risks of the GreenTech merger to the EU market, and how will the European Commission address them in its review process?'},\n", + " {'new_question': '{\\n \"new_question\": \"What specific risks may arise from the proposed GreenTech merger in relation to the European Union market, and what measures is the European Commission likely to undertake in order to assess and mitigate such risks as part of its formal review procedure?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': 'What are the potential risks of the GreenTech merger to the EU market, and how will the European Commission address them in its review process?'},\n", + " {'new_question': '{\\n\"new_question\": \"EU Market in Danger? Will GreenTech Merger Cause Chaos? What\\'s the European Commission Doing About It?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': 'What are the potential risks of the GreenTech merger to the EU market, and how will the European Commission address them in its review process?'},\n", + " {'new_question': '{\\n\"new_question\": \"Assuming a successful integration of GreenTech\\'s advanced battery technology with SolarPower\\'s established solar panel manufacturing and distribution infrastructure, what are the projected implications for the combined entity\\'s cost structure and revenue trajectory over the subsequent 24-month period, considering potential synergies and economies of scale?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"What's the expected impact on production costs and revenue over the next two years if GreenTech's battery technology is combined with SolarPower's solar panel manufacturing and distribution network?\"},\n", + " {'new_question': '{\\n \"new_question\": \"What are the projected effects on production expenditures and revenue over the subsequent 24-month period resulting from the integration of GreenTech\\'s battery technology with SolarPower\\'s solar panel manufacturing and distribution infrastructure?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"What's the expected impact on production costs and revenue over the next two years if GreenTech's battery technology is combined with SolarPower's solar panel manufacturing and distribution network?\"},\n", + " {'new_question': '{\\n\"new_question\": \"Will GreenTech and SolarPower Make BANK Together? What Happens When They Join Forces for 2 Years?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"What's the expected impact on production costs and revenue over the next two years if GreenTech's battery technology is combined with SolarPower's solar panel manufacturing and distribution network?\"},\n", + " {'new_question': '{\\n\"new_question\": \"Can you elucidate the rationale underlying the contractual covenants established between SolarPower and GreenTech, and specify the manner in which these agreements constrain GreenTech\\'s operational flexibility prior to the consummation of the transaction, particularly in terms of strategic decision-making and resource allocation?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"What's the purpose of the covenants between SolarPower and GreenTech, and how do they restrict GreenTech's business operations before the deal closes?\"},\n", + " {'new_question': '{\\n \"new_question\": \"What are the specific objectives of the contractual agreements entered into by SolarPower and GreenTech, and in what manner do these agreements limit GreenTech\\'s operational activities prior to the consummation of the transaction?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"What's the purpose of the covenants between SolarPower and GreenTech, and how do they restrict GreenTech's business operations before the deal closes?\"},\n", + " {'new_question': '{\\n\"new_question\": \"SolarPower and GreenTech Made a Secret Deal! What\\'s Really Going On? How Does It Affect GreenTech\\'s Business Before the Big Takeover?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"What's the purpose of the covenants between SolarPower and GreenTech, and how do they restrict GreenTech's business operations before the deal closes?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of post-merger integration, what contractual obligations have been undertaken by SolarPower vis-à-vis GreenTech, and what mechanisms will be employed to monitor and ensure compliance with these undertakings? Furthermore, what are the salient risks associated with these obligations, and what risk management strategies and mitigation protocols will be implemented by the parties involved to address potential exposures and adverse outcomes?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': 'What commitments has SolarPower made to GreenTech as part of the merger, and how will they be tracked and enforced? What are the potential risks associated with these commitments, and how will they be mitigated and managed by both parties?'},\n", + " {'new_question': '{\\n \"new_question\": \"Pursuant to the merger agreement, what specific obligations has SolarPower undertaken towards GreenTech, and what mechanisms will be implemented to monitor and ensure compliance with these obligations? Furthermore, what are the potential liabilities and risks associated with these obligations, and what measures will be taken by both parties to mitigate and manage these risks effectively?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': 'What commitments has SolarPower made to GreenTech as part of the merger, and how will they be tracked and enforced? What are the potential risks associated with these commitments, and how will they be mitigated and managed by both parties?'},\n", + " {'new_question': '{\\n\"new_question\": \"SolarPower and GreenTech Merger: What\\'s the Deal? What promises did SolarPower make to GreenTech? How will they keep them? What are the risks? Can they fix the problems if things go wrong?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': 'What commitments has SolarPower made to GreenTech as part of the merger, and how will they be tracked and enforced? What are the potential risks associated with these commitments, and how will they be mitigated and managed by both parties?'},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of mergers and acquisitions, what specific role does a termination fee of $150 million play in mitigating risks associated with regulatory hurdles for the acquiring entity, particularly when the proposed consolidation involves a firm such as GreenTech, and the deal ultimately fails to materialize due to non-approval by relevant oversight bodies?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': 'How does the $150 million breakup fee protect GreenTech if the merger falls through due to regulatory issues?'},\n", + " {'new_question': '{\\n \"new_question\": \"In the event of a failed merger resulting from regulatory complications, what specific safeguards does the stipulated $150 million breakup fee provide for GreenTech\\'s interests?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': 'How does the $150 million breakup fee protect GreenTech if the merger falls through due to regulatory issues?'},\n", + " {'new_question': '{\\n\"new_question\": \"GreenTech Gets $150 Million If Merger Fails! But How Does It Help Them If The Government Says No?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': 'How does the $150 million breakup fee protect GreenTech if the merger falls through due to regulatory issues?'},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of a potential merger dissolution, what specific financial vulnerabilities would a termination fee of $150 million offset for the acquiring entity, and how might the absence of such mitigation mechanisms affect the company\\'s overall fiscal resilience and capital structure in the event of a deal failure?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"What risks does the $150 million breakup fee mitigate for GreenTech if the merger falls through, and how might these risks impact the company's financial stability?\"},\n", + " {'new_question': '{\\n \"new_question\": \"In the event of a failed merger, what specific financial risks would the stipulated $150 million breakup fee serve to mitigate for GreenTech, and what would be the potential consequences of these risks on the company\\'s fiscal stability if left unaddressed?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"What risks does the $150 million breakup fee mitigate for GreenTech if the merger falls through, and how might these risks impact the company's financial stability?\"},\n", + " {'new_question': '{\\n\"new_question\": \"GreenTech\\'s $150 Million Breakup Fee: What\\'s at Stake if the Merger Fails? Will They Lose Big?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"What risks does the $150 million breakup fee mitigate for GreenTech if the merger falls through, and how might these risks impact the company's financial stability?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of a proposed merger between two major renewable energy firms, what specific accommodations may be necessary to mitigate concerns regarding diminished market competition and ensure successful navigation of the regulatory approval process, taking into account the potential financial implications of a termination fee?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': 'What concessions might SolarPower and GreenTech need to make to alleviate concerns about reduced competition and secure regulatory approvals, considering the potential financial burden of the breakup fee?'},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of a proposed merger between two entities, what specific concessions would be necessary to mitigate concerns regarding diminished competition and ensure the acquisition of requisite regulatory approvals, taking into account the potential financial implications of a breakup fee provision?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': 'What concessions might SolarPower and GreenTech need to make to alleviate concerns about reduced competition and secure regulatory approvals, considering the potential financial burden of the breakup fee?'},\n", + " {'new_question': '{\\n\"new_question\": \"SolarPower and GreenTech Merger: What Do They Need to Give Up to Get the Green Light from Regulators and Avoid a Huge Breakup Fee?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': 'What concessions might SolarPower and GreenTech need to make to alleviate concerns about reduced competition and secure regulatory approvals, considering the potential financial burden of the breakup fee?'},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of the proposed consolidation between SolarPower and GreenTech, could you provide an assessment of the number of regulatory entities currently scrutinizing the transaction? Furthermore, what are the implications of the stipulated $150 million termination fee? Additionally, how do the contractual provisions, including representations, warranties, and covenants, embedded within the merger agreement facilitate adherence to pertinent regulatory requirements and mitigate potential compliance risks?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"How many regulatory bodies are reviewing the SolarPower and GreenTech merger, and what's the deal with the $150 million breakup fee? How do the representations, warranties, and covenants in the merger agreement help with regulatory compliance?\"},\n", + " {'new_question': '{\\n\"new_question\": \"Pursuant to the proposed merger between SolarPower and GreenTech, could you provide a detailed enumeration of the regulatory bodies currently reviewing the transaction? Furthermore, what are the specific terms and implications of the $150 million breakup fee stipulated in the merger agreement? Additionally, how do the representations, warranties, and covenants set forth in the agreement facilitate compliance with applicable regulatory requirements?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"How many regulatory bodies are reviewing the SolarPower and GreenTech merger, and what's the deal with the $150 million breakup fee? How do the representations, warranties, and covenants in the merger agreement help with regulatory compliance?\"},\n", + " {'new_question': '{\\n\"new_question\": \"SolarPower and GreenTech Merger: How Many Regulators Are Really Looking? Is the $150 Million Breakup Fee a Big Deal? What\\'s the Real Story Behind the Merger Rules?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"How many regulatory bodies are reviewing the SolarPower and GreenTech merger, and what's the deal with the $150 million breakup fee? How do the representations, warranties, and covenants in the merger agreement help with regulatory compliance?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In light of the proposed acquisition of GreenTech by SolarPower, what specific anticompetitive implications is the Federal Trade Commission (FTC) likely to scrutinize, and how might these concerns impact the regulatory approval process for this transaction, considering the broader context of market consolidation and competition policy in the renewable energy sector?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"What antitrust concerns does the FTC have about SolarPower's acquisition of GreenTech, and how might this affect the deal's approval?\"},\n", + " {'new_question': '{\\n \"new_question\": \"What specific antitrust concerns has the Federal Trade Commission (FTC) raised regarding the proposed acquisition of GreenTech by SolarPower, and what implications might these concerns have on the regulatory approval process for this transaction?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"What antitrust concerns does the FTC have about SolarPower's acquisition of GreenTech, and how might this affect the deal's approval?\"},\n", + " {'new_question': '{\\n\"new_question\": \"SolarPower Buying GreenTech: Is the FTC Going to Block the Deal?!\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"What antitrust concerns does the FTC have about SolarPower's acquisition of GreenTech, and how might this affect the deal's approval?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of consolidations within the renewable energy sector, what risk mitigation strategies and compliance frameworks are being implemented by SolarPower and GreenTech to navigate potential financial and regulatory complexities arising from their proposed merger, and how do these measures align with industry best practices for post-merger integration?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': 'How are SolarPower and GreenTech addressing financial risks and regulatory hurdles in their merger agreement, and what specific measures have they agreed to for a smooth transition post-merger?'},\n", + " {'new_question': '{\\n \"new_question\": \"What contractual provisions and risk mitigation strategies have SolarPower and GreenTech incorporated into their merger agreement to address potential financial risks and regulatory challenges, and what specific post-merger integration protocols have been established to ensure a seamless transition?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': 'How are SolarPower and GreenTech addressing financial risks and regulatory hurdles in their merger agreement, and what specific measures have they agreed to for a smooth transition post-merger?'},\n", + " {'new_question': '{\\n\"new_question\": \"SolarPower and GreenTech Merger: What\\'s the Big Risk? Are They Going to Lose Money? What\\'s the Plan After They Join Forces?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': 'How are SolarPower and GreenTech addressing financial risks and regulatory hurdles in their merger agreement, and what specific measures have they agreed to for a smooth transition post-merger?'},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of a strategic consolidation, what mechanisms do the contractual stipulations pertaining to representations and warranties, as well as the indemnification protocol, provide for mitigating the risk of non-compliance with statutory requirements and safeguarding the interests of both counterparties, particularly in an environment characterized by heightened regulatory oversight?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': \"How do the merger agreement's representations and warranties, as well as its indemnification process, protect both parties from potential breaches and ensure compliance with laws, given the intense regulatory scrutiny surrounding the deal?\"},\n", + " {'new_question': '{\\n \"new_question\": \"In the context of a corporate acquisition subject to stringent regulatory oversight, what contractual provisions and safeguards are typically incorporated to shield the transacting parties from potential liabilities and ensure adherence to applicable laws and regulations, with particular emphasis on the representations, warranties, and indemnification mechanisms stipulated in the merger agreement?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': \"How do the merger agreement's representations and warranties, as well as its indemnification process, protect both parties from potential breaches and ensure compliance with laws, given the intense regulatory scrutiny surrounding the deal?\"},\n", + " {'new_question': '{\\n\"new_question\": \"Big Merger Deal: How Do Companies Protect Themselves from Getting Sued and Follow the Law?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': \"How do the merger agreement's representations and warranties, as well as its indemnification process, protect both parties from potential breaches and ensure compliance with laws, given the intense regulatory scrutiny surrounding the deal?\"},\n", + " {'new_question': '{\\n\"new_question\": \"In the context of a proposed M&A transaction between two entities operating within the renewable energy sector, what pertinent regulatory considerations arise, and how can these be broadly classified with respect to competition law, labor agreements, and ecological impact evaluations, taking into account the prevailing legal framework governing such activities?\" \\n}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': 'What regulatory hurdles might SolarPower Corporation and GreenTech Inc. face in their proposed acquisition, and how do they categorize into antitrust concerns, employment contracts, and environmental assessments?'},\n", + " {'new_question': '{\\n\"new_question\": \"What specific regulatory obstacles are likely to be encountered by SolarPower Corporation and GreenTech Inc. in the course of their proposed acquisition, and how can these obstacles be systematically classified into three distinct categories: (1) antitrust concerns, (2) employment contract-related issues, and (3) environmental assessment-related matters, such that each category is clearly delineated and substantiated by relevant legal and regulatory frameworks?\" \\n}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': 'What regulatory hurdles might SolarPower Corporation and GreenTech Inc. face in their proposed acquisition, and how do they categorize into antitrust concerns, employment contracts, and environmental assessments?'},\n", + " {'new_question': '{\\n\"new_question\": \"BIG Merger Alert! What Roadblocks Will SolarPower Corporation and GreenTech Inc. Hit in Their Huge Deal? Will They Get in Trouble for Being Too Powerful? What About Jobs and the Environment?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': 'What regulatory hurdles might SolarPower Corporation and GreenTech Inc. face in their proposed acquisition, and how do they categorize into antitrust concerns, employment contracts, and environmental assessments?'},\n", + " {'new_question': '{\"new_question\": \"In the context of the proposed M&A transaction between GreenTech Inc. and SolarPower Corporation, could you provide an enumeration of the regulatory entities presently scrutinizing this deal, along with a delineation of their respective areas of concern? Furthermore, it would be beneficial to obtain a tally of the specific issues raised by each regulatory body, in order to facilitate a comprehensive analysis of the potential hurdles facing this acquisition.\"}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': 'How many regulatory bodies are reviewing the proposed acquisition of GreenTech Inc. by SolarPower Corporation, and what are their specific concerns? Can you list and count the concerns for each body?'},\n", + " {'new_question': '{\"new_question\": \"Pursuant to the proposed acquisition of GreenTech Inc. by SolarPower Corporation, could you provide a comprehensive enumeration of the regulatory bodies presently reviewing this transaction, as well as a detailed delineation of their respective concerns? Furthermore, it would be appreciated if you could provide a tally of the concerns articulated by each regulatory body.\"}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': 'How many regulatory bodies are reviewing the proposed acquisition of GreenTech Inc. by SolarPower Corporation, and what are their specific concerns? Can you list and count the concerns for each body?'},\n", + " {'new_question': '{\\n\"new_question\": \"BIG Acquisition Alert! How Many Regulators Are Reviewing SolarPower\\'s GreenTech Buyout? What Are They Worried About?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': 'How many regulatory bodies are reviewing the proposed acquisition of GreenTech Inc. by SolarPower Corporation, and what are their specific concerns? Can you list and count the concerns for each body?'},\n", + " {'new_question': '{\"new_question\": \"In the context of a strategic consolidation, what accommodations may be necessitated for SolarPower Corporation and GreenTech Inc. to secure requisite regulatory clearances, and to what extent do these accommodations feature in the relevant literature, categorized by nature or overseeing authority?\"}',\n", + " 'style': {'persona': '\\n Joan is a very senior financial analyst and focuses on using econometrics to recommend investment strategies. Joan is used to having a team of analysts who they can ask for information, so they may not be up to date with the speficis so they may ask vauge questions. However, they are very knowledgeable about the general topic.\\n ',\n", + " 'style': \"Joan's writing style is characterized by a tone of authority and expertise, reflecting their senior position as a financial analyst. Their language is formal and technical, often incorporating specialized terms from econometrics and finance. Given their reliance on a team for specific details, their writing may occasionally lack precision, with vague references or requests for further information. However, this is balanced by a broad and deep understanding of the general topic, allowing them to contextualize their analysis within the wider field. Their writing is likely to be dense with concepts and ideas, though the presentation may be somewhat abstract or high-level, reflecting their focus on overall strategies rather than minute specifics. Overall, Joan's writing is geared towards an audience already familiar with financial and econometric principles, and is aimed at conveying strategic insights rather than detailed data analysis. The text may include complex sentences and assume a level of background knowledge, making it less accessible to readers without a strong foundation in finance or economics. Despite this, the writing remains clear and well-structured, reflecting Joan's experience in communicating their ideas to colleagues and clients in a professional setting.\"},\n", + " 'original_question': 'What concessions might SolarPower Corporation and GreenTech Inc. have to make to get regulatory approvals for their merger, and how many of these concessions are mentioned in the passage, grouped by type or regulatory body?'},\n", + " {'new_question': '{\"new_question\": \"Pursuant to the proposed merger between SolarPower Corporation and GreenTech Inc., what specific concessions may be required to obtain requisite regulatory approvals, and what is the numerical breakdown of such concessions, categorized by type or regulatory authority, as referenced in the relevant passage?\"}',\n", + " 'style': {'persona': '\\n Padma is a seasoned corporate litigator with over 10 years of experience in handling complex legal cases for large corporations. She has a no-nonsense approach and is known for her sharp analytical mind and attention to detail.\\n ',\n", + " 'style': \"Padma's writing style is direct, concise, and meticulously detailed, reflecting her no-nonsense approach as a seasoned corporate litigator. She employs a formal tone, eschewing unnecessary embellishments or colloquialisms, which underscores her professionalism and expertise in handling complex legal cases. Her sharp analytical mind is evident in the clear, logical structure of her writing, where each point is thoroughly substantiated with evidence and cogent reasoning. Given her attention to detail, every sentence, phrase, and word is carefully chosen to convey her intended meaning with precision, avoiding ambiguity or misinterpretation. The use of legal jargon and technical terms is precise, indicating her command over the subject matter and her audience, primarily comprising legal professionals and corporate clients. Overall, Padma's writing style is authoritative, persuasive, and informative, aimed at efficiently conveying complex legal arguments and analyses to those who require a deep understanding of the issues at hand, without wasting time on superfluous language or emotional appeals.\"},\n", + " 'original_question': 'What concessions might SolarPower Corporation and GreenTech Inc. have to make to get regulatory approvals for their merger, and how many of these concessions are mentioned in the passage, grouped by type or regulatory body?'},\n", + " {'new_question': '{\\n\"new_question\": \"SolarPower Corporation and GreenTech Inc. Want to Merge - But What Will They Have to Give Up to Make it Happen? How Many Concessions Will They Have to Make and Who Will They Have to Make Them To?\" \\n}',\n", + " 'style': {'persona': \"\\n Aaron is an underconfident journalism major and thus doesn't probe the underlying material too deeply. He is still new to the english language so doesn't have that much profficiency. He also has a bad habit of sensationalizing things. \\n \",\n", + " 'style': \"Aaron's writing style is characterized by a lack of depth and analysis, often skimming the surface of the topic without delving into the underlying complexities. His sentences are likely to be short and simple, reflecting his limited proficiency in the English language. He tends to rely on basic vocabulary and avoids nuanced expressions, which can result in a somewhat flat and unengaging tone. Furthermore, Aaron has a tendency to sensationalize his stories, often using attention-grabbing headlines and exaggerated language to make his points seem more compelling than they actually are. This can lead to a 'clickbait' style of writing, where the focus is on attracting readers rather than providing a thoughtful and balanced exploration of the topic. Overall, Aaron's writing is likely to be straightforward, simplistic, and attention-seeking, with a focus on surface-level details rather than in-depth analysis or insight.\"},\n", + " 'original_question': 'What concessions might SolarPower Corporation and GreenTech Inc. have to make to get regulatory approvals for their merger, and how many of these concessions are mentioned in the passage, grouped by type or regulatory body?'}]" + ] + }, + "execution_count": 31, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "re_written_questions" + ] + }, + { + "cell_type": "markdown", + "id": "afc45109", + "metadata": {}, + "source": [ + "## Conclusion" + ] + }, + { + "cell_type": "markdown", + "id": "8c01aae4", + "metadata": {}, + "source": [ + "**Takeaway-** The pipeline above is an illustration of how one could go about using a LLM powerful LLM and an embedding model to generate synthetic data for evaluating retriever pipeline. It is not *the* pipeline that will solve all your synthetic data needs, but rather is a good starting point to stimulate thinking around synthesizing data to address your data needs.\n", + "\n", + "**Points of Improvement**\n", + "* Basic building blocks like LLM as a judge can be used to create more filters. It is recommended to design more filters that are in line with your data. Additionally Reward Models can also be used as judges to add more types of filters.\n", + "* Frameworks like [Self-Discover](https://arxiv.org/pdf/2402.03620) can be used to improve the reasoning/critic capabilities for the LLM to adapt to the complextity of the underlying data\n", + "* More experimentations with personas can be done to further extract behavioural information for further targeting specific types of questions.\n", + "* This pipeline can be scaled up to generate triplets for finetuning your embedding model. This scaled up pipeline can be encorporated into an Ops pipeline to do automatic finetuning to continously improve you RAG pipelines." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "01d82cc0", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.12" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/tutorials/synthetic-retrieval-evaluation/imgs/1.PNG b/tutorials/synthetic-retrieval-evaluation/imgs/1.PNG new file mode 100644 index 0000000000000000000000000000000000000000..a32b2ed703abac192d7590906fc7343a3caed122 GIT binary patch literal 61925 zcmc$_Wk6irvMmZtjYtEWuR*f1}D^gie1`~}04GsUi`A6GY%|R7Y7I7dSYq?!Q0qeGbLuaB!#Ia*|@| zo`wg0sJKBSKK{G*0 z>w4Ek)C;D>sQ^RhFB15y6ppRNA?^_jIQxW#Rsz<#lj3Lh<0JXe|izh9bB9bj#C zn%8@y1t^|}^W5rMTIm1t8=+nHT_YmTi)BYsVv?f&ycYOg6|&0z{LF`))u>HBUPD7e zJa@FSwq8Q7eqJ*QF&rX{)ylj)(B|eQJtJdxC_16z(}P#8@($(rmh3#G-53rSlYKN9vmuNc z^v@N}Mq4w$aiB$Z8HtI(pPip4rlf=~F6wV=Y*<@bS)qq^Vda@v)$-53v`eU$O)s#k zZ@{6a&iRLZLR%w}L6rINZ{NO6NJHYU?PBRzTQjvw5BuNW?IK7t1<^z|E+&jg z^zFZtkf<%Dh#}~-LhtJQ;bLBENG07dqv}QuB zx0qng{l9K`3&+6Z$iNmF*55Bn`|8ykKJ7>GTr;_J40QB~v8LWn#`ZYlFTMWPO{-Ey zao`!4l#O#nMLUBAvF%WC0c2Dcpb(LfmF2rMy;q9IfxlhpT9(th6#EBE$d%Ag@$s3Y zIua6aAn*&H69w75X4x>(Yw;56hp$PbO}A+^u)34iKmIuv*8@hw$1eazlXq;uhi8_e zgf_lP`=UPU^8T@nc|W-PC-r~u)D=h7XC8*qPfsHOekUti#UP8KCkBE4gAb|V2F4*G zn)Q|+uy0NMw9)eEp?2;w zf4n|h*PJP$qjro(FN`P79l<8$0htvx8ILgR>nB*Q#*JjX41UyvK%9*aWY^*ZetK)UFGF<`xVTjINm-H;hWABEXyukB0^)7|lJ0^$kcl>4$i z>X!fT8$1dSc=8U-h(P?~+8bU|{MW47ahr_#Z1)DAjd@L9Bl1V@<0%>6rdygEEzLRV zRFk0>#i(Xe1hG5BjrZ+G2JR-#^7r^wj(x6HHfUdT<9TiEZ ziWtLVThK6QH~yisLK^m4kf~A&L#us;=}95A6smQ9uy=mf7!k;9((nSFc(unO+jj*x zex_r2Qo3OL3wvd-exqaVa%9vRo0MrJ(m$b71niQryi~`ELTbl8%mA}pa?m9bWzifL znK_iVT?7A4+W4#X-bFQP>BFAP=_@4D&jiSHW>y7Gi`rd+ z7&L|2k@2f~3hg$v-iqtmhnHrP9=g&mUa$QcXTO62c#2t41aC;3t`e>GJOpeHXG*xc z^FVJm@F4JrH@}tqgT2nTs2Ca1rKF^O#>sO1!*RI_Nr7GA^yoo%<+;VYXr+F38A>8S zn=yr??Wj}_g12l0x=#l2)w7(R^U}Ye?1WF{PqCwU)F;27FshL1bxOw&8^gJrJipN~ z(DNAI#j>>Wiar+3# z|EC)^=~MlSODSsO%pIP&(80j+-QeH&r(u73pFG`KVIS0LVdHo_M{Y=o3sChL-H5>6 znwYGz6inX6_CfQBN6TYg8B~%HvnOb@&jLPttNz6`w>EWITEt^bc?BWQAOJxU`Jl9G zW?o)GIXSshsNc_sKoB!XF`Y+Y26Y;98Z!Mt2bbwT+ej||F91dc{uygAzrJyPy#C01 znF1oUtzwTjW%^TnrDKQUS7+-vd;?veULnrVo}X>~7+bv%6*zRMsjpv_0_yAQGaLBA z04(xko#I)0CbY4U&wy83hL-jJ-hx*kmS3ypdfVl*`n1Mo)H&swKY8XjAXU4v9qMF; zqyHLOFFJ4tIW;XUGBuUx-B&I-NzotzcpXAhGc&g(V{!=OA8to5iy9;l$czh5%xpC; z=drpv8Mf_a*a{&!Uw%DdN%oL_UC&FGlc?tS(Jqnw@={AHNlEX6!bPYB1V||SE)xG`x*sgcL_CtB(=Q)KBf<@YOrD(EnzjAO%qWYln7Y*c&tcPZWi9tPupR1#mWp_Ywv|h4*n6t z{d<~Q{9}4vQ!?YjkNh%ywv9?Pt2$9G>#1`SB#lOy<#4xwBs905$tZ&}_?+@00)urS z32wn|690^rt{8tIjR|r5MIS>dQlU~&x`fI1f=X{FIPGp|197po8?grVt&sPgA&%XQ5R zHU~8EdUddR%woJ(@A*3&>(hhY^9Yn#+$$6a+nYCUfn7n85}ii;r%^_$@gbw|T#_A@ z+DgT0?}X}*Stfc-@KcUU&S|8TIu6_nBWh!oIaB}bdZp35_U1jT%qD(IdhW*Z^_r+v zOf}_dW7&0w4^bY?r~D@aa>tSaA80FP3cN^`_YZXgRtp8_+>Q#sW&abt z1jDI8?o0?E5Lp+Eo&lRzmvxJ2ge{GX*;-#|^?t3je>Y z_U~akSmO5f2_XixHGg6lm!p4_&Iuc0{2lqf9mU^Op@kZx18Z~2D3|SXg*ntFKF1Qb z!MehB0&;2vx_!5^Q2&XBzvj+So~>h`HYSu2lOlPYeV{fdN2e^Cn}_K1Er(tHok(iR zY`s~5xBT_k%!AcM z1AURv>8AP6>2t-?gYENi@$+-m-Lv2Y3_aLCDxxOc=~1)pb}uU^ixxzZ$w5N%8z!o$ zsfk9Kt0G;n`ito~$+7+vPJA^9A3U4(Sj&X{gI#d_S)QLqaqx^X*7@MK`)ho6T1+2y-==TaKk9k) zc;*(Y4PFD2BNv;dnP&Lc^yL0EJ$djV**(S^n_;S}Mfi8;x5v6vj$epwF!6hp3#keRoj5u>MvUms~La3%a8A5#jF-qF2%D0~rQH7qFd1}-03&rzm z#!td3S*~yvk@wuJv%(Y2o2Sp+@babby1D(l(V{BVxsQ4_k zp$MBO`U^5jZ7eL?DcF&Cb&Y%8tWNW3$#t|YhPmHCoO`d;3wMQiZzJK*2fx}E^B4=o zpFZK1VGtWH7@?-q4#t`qdt8cjRY=K11SV4xB4V1H*D`UAYc`?zAnQ;_f)BcOP#_7U z!IBwEK}w)w_3d~3AUYc=$EqicpVc_CnNp%q3e5OKIbTb6OSK;oe~x9Wd6UXV4WVa8 z2=P@Ot~6TiYvkz&4!M417d{j{Jw0{e#y(s)nNojenv^*POV0M4v3!Kg_Z^v9`MwVE zl{UG~+4QNoG;Ah~y_3<){WI!*)z{(x%=U0Cl2*$gE)2(dl2mUKrczs0)GJ6JkTreW zIo+p!HIYmzIbFl@`3ls;6@A zR53Y`^@6;jmHoK~x7?6e4F|gk8x#;>sVK6G4-X{NXbm%i5Lq!tgyY1Dkui-8H!{V$PbbYYL(%0HiZD-aW!*^t zpXaOOYgMob2b=aeV%a!eInFB|wVah^M)&ToZ^xbQQJ@-`Iu|QrjVqy>e(D+Ti^z6j zisf*K9$B&Sth^$CXYLU}(`#{1RsBT3;pt$qZcbcX_UZFyw{S>Jj3Up%oSYyXJ3is5Sm?w)vH6+y~w~tqJkU_B*Kb~$sdhx zF#YG`*>^ueFs;|F~^RtP|D06Lmim-pBAd3FcTvn{4mGVIuIlcQdRoU_*@{+xql;Aq&iB3!q zzm#izc`XgJw94l5apZCI@gJf^4=oBslFKn1Vrx#@e0`_*`3~_s@W#*vkzZ^bkPD^D0-q3h#U^EGeZuG`b_mkiEJ@_ zC9Ff3NIz}5Qk&93q(-&$Gtk>=RB4-XdMn#d|ezif2b5 z*Vv`cuxA7^5q~l(4UM-ZK#pFb0qYSa*4(1wo3)GAc)*}mop<&fquhV!DS zsmWkq7^8W$X4IXJPssBm$KFQd;Y7msq!Zcm`SCi`;ES&a02U)gt%@@8*>k^o8LM{A zeygo>Qk6i!GYy-zBir6H=1o@|O9JN_p?J;a0a@x~*;gI(Ra zhnp&XQZMi3iR$t=i(;iC2%&%Bt^o<*2z?gP!g8Obh)Jh^~`Dm7U=E#YL^1m7sszc@I>aF>A>zJJT(+ez1yELda^E?W*CZ zk?DR|W5B6Pyq{y!`vl44f3}j%BI8pu>PT4*V8$q;$h5`S8|Jj=h`YHn8nlb$ae@dT(E zM}p!-c<4)`4%@}d%?s?=8s9~bUmh`mqB84VGS}A}np)M58XUyH>@c=&glb8p4XWGg z-1arkD}Wx*>mHnUjS%gqz`o%YD=6Axqee)c z{P(X~4w_%%r)5ku$e>s^i99>;N|)Ws1*bRtUHvKHPw?NjA1^H_8`>I|=_{8?y2h)F z_C_L5cC_b9W*#v2mEwy1;*p9X`AqQe>0GloqVQzyjf1TyS{lxqXWRS)e=I%C8+RD| zJha+ULSssFkjS8iUA3bC@*FuEjZqrAXRStd^P8UGd8~%2TvMwG zLewI6tF`t)$?y$P1my~>Ue82bWSxxK=NkEQRp zx$$JyM+Ae7ujFXpq-RMg1W(Zvv!UhpoxZHNn6u45!a^tpZo1YqF5h6V|!8Id9Q7)W$RLu$~Nlms;b|PYR_>cD1dNqFaSqXH$Tx znIYtbTch}pBS!wZh~l|^6sdghee5;c&HcSidQszm2Q9VnF`x<>fC0eaZfc=d(L7na zJH7n@9k%E^2L%M)eDV{Z9wh)+lF-@Q>=;LKy(_ZQ+Wen48LeLe_efuC(PTy=QLn&% z=Bu_CBrvysa0!9;(88gkA22Fm=xHk9np`a5p*YmvXex#Otf8ZlVO&%S5bmYl!`iHG zS*%v}{>cA(2;+vTnuSK+R*daR^Yy!Jtv@n?giAfcH%noE9O3#EY3!sWJC2Ygz~Ns{Zw zw*V7A^H%dmz=i)s4j?3YH_?ZJXo6FZE517=eT%J6L9u2+EOcDm+zd_2_G=d-U&eVT zyZw!rY@9v)vrO})pGx%i3{jI0WIDKu0EBW7oX*cl^oxf(Lm4r5)9!*eWbHAWk*~hR z{P2qHj4HLdJTpM3mlW-y1-Avt(Y34FoYXwFN8{<7E1Q{#0_ofKm~KXniL;!v7CxQ5 zpA*7uQZb7_Zi zWHPzzkSZ0yeRD{HKSL=s*pRrUTJXIP=zO{)$Wx%L(QnXKYCA`8miVy8nbInPnT+lK zKr~h=-F*}KiMxFNm0e+JRA5HGT&p84vYLWjtHZD=zQ#A#pV%MXg3TXytRYqW&(r`i z;b1+J-__g-h-kPEm)LsGmg=Rz1(ZE)B>PArgL3rKu{1Jq#=WP<+{N9biXvwI&OxsV z=W*auDEwdc#Z$~2heDELYJnZQ25K6})D6@imd^IhPYGceq#YZDg`3ST2yI1iORyD^ zkiqV!h|yp-U3FR#Jow0x{hrx!qy!-GV7nvse~zWuRhw!;-zt5F1F1Uix7x>AlazBq zY8hq<)H`6i*<_O5^K!T;#X79`#m<*lN3>m9quy7ayDA7;k^;AsKQR`^^mW$m&L*;< zb>7+}XglNdaf+w}w8!PNU^eQzEc@22Qvv(AFn7zSbMnV9$nLaqwPuKafbdx3S)iL{ z*ABc)&MmG);eimV`G$y?Q@4{cXUKwgTYQHvnMY1t*b%lz@hf#~I>^Z8Vq zj0ZmaoSb<9oC`|ie|ZRLbtND7J94=}?>P-A(Yu_M=&_S`nPHiz`H)ZTSg5a%zbM@i zE#Mh;?+Wqi?@CfkPDzTQNhLo?Np@7gw?)f+em%9&)W#_#dNtSh@p7dzgh#65k{UGs zOa0gZ2!a;jPv2?Y#I^)dgRWSjPyn6zaKqz{7YippBv0}`BaG+=##$U|jrHU3yA_ z5pgKZ`-$q;XONHCOJfZ3M?XVQJWuEOZ#K(%_agcng(irtSbNrbx3y{=b^Y=&bY29V z$a>rK3LVlG|)&{F3Qc;pb*~%Ru%v zv+UsH8OOywphyzY9T`&fqfipNYDPvl)Qq?$(Ew8Rppg{UvWj)ju-&?n#ip6GPFY~Y zr@{JTS!Jh!ni3iHfD1^a{yJqbF|j*g;Js6Eqb@l6U{f3K)FY!`HzKd(X1@OE>=Jz- z1=-l@!MZGJCw}t0EpvR@gBvnB-wqrY?hcRBF&TdHZ*HwZv%;Vc{#( z|Fb7588`ZvUpWUQsu;Giqej->rHNE5l}&OkCO2Y61ts;Xk}r^-IuzesVHXs8@5;Jb zKoY1W4w@uNx}S^RWY0JqIpbEqewGbuC#@f{D*LU2REH^g0C|dG!H<|f39?la7Zeeg zX=XL|0y6tjMD_OAL>3x=p)n&*B6+WZv2nU_E>p#6QdUAULet9B;XBQ~GeAwL_JZ~c zS@+#e(U;8F>CZ2;?2~yiBBXUXl^D~+|*()-)-&7k{4uDp;0uN-F=7dI;v zAP%5PfVl)7eY1Tl52toLXk)$QNO#{-Q{IoMNcmJ#KU5CL#EZ$fp;ZJ7`?gQp3HNlI z52R4^h7}XKO*Z8FDQn@v+uafZ>;vhBg{e=2%*Ue;rC)*R=TDUWw*Isq6S9KGFbn5E zo>!pptsDRM0l;y1`S&;wQByVv?sDU6^yJkFXiRW!l3OG^7xE&_r3mF+HFg%P;b{|@ zk`KnuThlf{%rKA>CP`Q=|_oRUv-4eOmfj@+%>DX4Kp0>+Yo>S^K9@mW_ix)T5x z?tZl)2Hp-Rp?N+K`}60`#}~F;T@%pe9oFCIL%^HbA+Tk&x_&L!cu_W%P16kk=-D;w>=XiyLuRNP%6e{^36iNe&kV zVuMl=c1dxObm%D}Q6a4|!MpewK8XF9- z(K+jPU?KN|)QG^=FF*+br;a*@M3h|a8HblS`CZnKZp?0*Vw6bWb=vM$z8ihXQ17P| zfoL>Yh;NTCnM)omGGra5;D_>kgw#G!gtQFunhom@13aOJVgWFFFIai5t~M<}!|zu9?xu>UU2-YkTY z^`2s9X!0Rp+VZzj|S-RG z<|Q|jFXzr`b0D10-NO+Of~SE5Hpu!d*cL09I>%<`(HlW z{X`hg0?3isK@2I^ranf@&y}0tnNxAI;{6Y$KGfiYs0kqAkO<-$%It-H-bxZaq`)^p2d*psTSpvQ zrlwT!uY*fB4J*E%K70_QTM0)I*)KeDXzm8KYlbHK&)6Cmxvq(jX0;rt`AE(T=S#aL ztK7zG3UYX?6~>CKHP_BJw(+E~>pC?WeLQ(fl2OCB@Rdtt;@)W#Sl<*hH~9!4p@Ov$ zqbkPy97;RC54^nbk^>jN(YJglShl*y5C_oYAlMvNld`s&z8+-|nLpJouk6d;Byo7q zmGtgX_`I6?id#cOf9jg9b^-23jijjbhK0t*oh5&d*Ky*GPu}YKgWTD60c=js{8ODG z-j+Y=YZ8Jn>6?6|WhNSs|I0IA#`LduEO8#vc+$2<7Uvn1l(TXHSB)Yk71ysxPWR0c ziy#%9Y33BasapaAvLE7=sAR{Tu~Es1D)oblrkUOYqW~r*< zzTKOEu10?)>qg+gS^wgbh76ZDSg`6gX$+;`WlUZ#-pW5lRU>@i=VH$oHKm8^W+6o% zhvjz|JC>MNsbj?(IaWMpF#VZTa(3761EtC9_K=R2I`8jpdH~11pChJ`2DZQFXrn>h z>ewuU!K#A4?*PA#ezNS$*f*IQ{r(dyJm81}Xj-tV)Ojh|4(?E4wAn=V_a8n_Y1ocD>~Q8zj6K$ zuCSpU0*x3Oq5HA5JB8nQyVy~D2$couwZb@%Q81dPh1MBFw@T-7x0fM+%|Pa=PWsEX zXSf(4U6MjGU0Z0!1Go2i!j++u@!x9RzfS%RJtX0%VC_SYA<57^X|M3qHX~oEke(om zJis3>`>k9)@^u#1^>+z7M*HAqF;JAmeTx@xA2Z3+k=K82A@L&Yu0z>L9?oOnp6kNey0!VqO75w>|ZpYRT=WuRBciKjF$@x$`z6>6zXa%QN;q#M;z+o3Y zIN(@|!ZwpxL!Zrlc=_oq_V;V`=?+3c(BhO}{t&hdXQ7GF09Z0}p*$t0mLLuvzG+ux zXO6jqEPSNxDY@BBU6-pV&jw^B0MWdbk z?7pv$ci25Q8YabDMsr6f9@DUOGW)0IXn;*5hrEY^oV85lA6x{aL_5F9o=e89`zc?> zqRa9h$4Y#s*p2M_IBsS)z`K|))v>4VSxFL~`*@%B7=(A^=gO6VUFen}LizS#RbWKT z>sy?dTwv)PCV_`XAokj$4^V7+AwMSNQzf{INv4=xa_@S8SL=4*`Z#UDjTIHBGz_wh zBac(_$}TzeH3`3X0hEt*fqF1L8SA0o<3+1 zc`Q7@Ac2gBoI$ZlOs;h$T8SpRw|8f?pZ@+`G;Ul};d=~UmZLzA!iO)*qsH=!rLyff zqa_>jaX?A0WlZY6irSV^2)B=B+cd%dDbBh|4*Sm@byx9Q(&EZr?{AvgDGEt7Me0D))1dU7xh7k)Q{8r{RpV%BW-^TSJL*0AC>7mK2X zOI!IJbhBvTYL+|V%|V!59rj)|wXqvf#=Y9jemH#o>#vWUk}*8!!H?2jdHJ|*AIr*l&V zYgtRZI2!x>`|!UHkTol$>f6J{7re7KG(#S^kSfMcBh!g%AC0cwGNH9mP$BMXv^Gy~ z#W5kTzbA}am)xQzSGbWPmBNBz)9j`WIy=dVWU$N{L(N3Us6a<@zS!qVune!mV8GA!<{Zr_rzrKq0iRgt9^DUUXGX{KbRviua2MqbH64p?0RNT&Z_A}noYa1Y3B=23 zY9GBGk)sNQbj%@xe59dByL!&Txkhz0@bM6TD#gLajdNxPMk%l@YpRrJI>Ir@$3Nbp z!uyV%?&{Wxyg<{!m6_E;x+B&dKadgZO`_Q;XgOa>Bbp|OoDUjCtqsZ@jw74t9cS{B zx*)U%6`W_Mjm*Ypy#a066PH0n;D%Q*wIny}iA#q0O{7Kpn3`Q1QFh=iq#+4c{%r!J z;S)t>8oyvbSXA78wD~acr#^Tc746}m)HXVRxcM_o(%s85U6V{3$T@Pk|0b|N&7DBg z((H5>`2>P&nArVVr*Hq7Pop~zLc{y4nCh&|f^mn48;xC( zUw%jnn~o)Ov2kn|A#QvAE>J(b<#N>xpd@|3m;kPd#wLi@aT_GU6Nl zrcbbn!xavVwI^+)9;u=7u=#)%aa8 zqkX$BFiQaUfvw6YYoflhI=S7WF#ictaZGPfVnDZgc7T>U56rjMpHCdD|MH4ZBcQ$P zz&4fOWF9oHW8EoWXZ86@X1VG$R4d6Ex*$+RHo=ndt7}3;?RYEhrHxf>N+Hs&fe~2U zN|jC(!Iv|}lTK-KjpA%aX3_0StqDT^vbX^{_6uemBt8y;}=RQRUe zpJed zyM@MS-%L42&R-2&1zzudt=vyqO~PvJW{hci8%=bB1*$7>O?Z-D&-hIT?h33wDPCh% z$XhAz#N`rPPeWsU#%E)|wrkLGxZ|;OfU&G(4!eZd^i!<*S-u{qsD*_YUj?>>LFsCZ z@ie7{g3X92)(8GXZ`G8C13fl2e^cpNDR5bnn-u19UV;Inm}rt|g4H)n0}?PU&GIj} zs4h>TS}PTcwafQY;CyN)NSe`|ss0w&NOP1qzn!*vZFHh?Z7I|6ZN-)+Wd?DxqPGa5 zwC1^`f1u!vO;?kWR#`;>_}P?j;o#!D@&W%MGlgHU%OU?uw=HiQFLTJbw|&G~7_`ti zWAmAu7XR2mBaXs6Ca0dDYPGl0)y|wG~G|Jz|NSoWo+-ceI4_`gMRDBy?J8*r<`C{hGaV>^3ISfM? z;of3k*bom=r8d@xqOG=ry-hbo>G@GAuHplCqlaqWB&F{kv49(7&+a7)E~H}EL{U3q z%==Ul?nZx6%xUC+6{Hb3x1~;QqCc;~6ggKM=)I>A9LBcvV38JKeT6nj;d~n* z5&4ZSKk)Gkw#0T*ce?-kW#tPsn4qy3*@q8raR_tT)ErH^_j8|k1SnW&e$Sr-LR7>VQiZ+b%$^ZfuZ0Aw*^<>j}`lkBL66(6-$(>Qdd z(KZnWIFk*l|bs)P&svmJ@2BG7!O!~M7|m-kyW19N^NhjH?;#$D>*Ka5D^GQseBIZivykUE z<19DDoxNV?QwkvvczpiUeLIhF?E^WI_~5rk8Q$oEYtqpu);)3coKb-QW8M9>HdkWr z5a(q$b^Lyy&t;wH{;avmo;}_;s>EtgoTAd_Wp<^B*#*vHg`4;XLBZg%l-m+TfFBiR z(|!LXzmTTY+rq*ODm36L99Tobjl$lE=)g;hR#8vNIqZ8mYLsO3M@oGRi#zAp%#L62 z`jNGft|cfVO1X7%_T}jC4jtzJs5bL3Cct1p=+M?@aUT#O-;hYJOs=!>Zs@9~4dmmo zuh_fb$0ELyN7;|tx6a#M+~3BMHwp>zC=F_6U#TYvOg}P-03p$XF1lM;8*?wKjSc}B z;1F4=gLCsWgtB@g=f|ze&A||eTu$NnJ@!uNTb7~{9usDQ>?euC^P!8!!o84Kl}FZq z%=EdJqcAO4V@}p)@i1{ct5@(@_&d83#QMHCfHJ&vUVS`*^NWWL7|JN=B3!SV$THSU zx&P|CZ17v*8sQ*F;36_iN(@IwU1U<%xi{6tD6&!xEC8m%4$2t=8O#9}uU-c+9JNe5!cgXDpKsGT%u} zeQ(8fdAK)~J9(VN7shYK>+9saB&SUxt1tcRyZZLE5H2h@V3;G*CIlwwiVR6GzJP@? zS^)(nBA`N~;{HmH!U4m!UxDh0bTV*F!;?0)_pYBRmBO>($5?jp*#o9~aZs2~mo=H9 z4|dvS(M6e&S`JF0#>#aQQCPjcDsE1LZ% zF+x^-Z7kC@I8c$*7o3xAmJGXAf4r%yU~OJA(mL#uoMO0`K$zU>5ZKG&BgnS!5B^bF zmj7CCAB&o@Qw|ZUpmk)ZXY3-)n>vqS)QJ7q#C1&3PJUrM+{9qxnSrz!j{^BYHfjCY zRQ_Oa9w|OMtzy2n-!k7p!JVLZ@YMCGNcST*Fg>eoCJ;{@d;dg5gpK`4De?q@4WbZD zJxlx7^5;$40R2;cGTB?@)@Tn`SKKE4EvZW%D?n>>)UbD0Ro*ktv^kL6VmeUV z7#~-vl{Hxm*|cVONJSzI6-ddsq!gFz2s^MAtN~^}Je#F)9Io;{Ij2!dC5}hjc|9JG zII8ug5S}x>c{^Kc+?aWDMo+EAugK1uGhg)*`jmLH6Z+u7G@k|bBY39cNi2+p)PDQu z1UI2hu-@$0FpU{ViXv#)Yf`pzyp?Iw4YsiR5p81$xlH|FWVI8~y7J%_!7?ApT+RCZ zEIsPbse2_CX<7emit66C3Lm4Sbx)06#xIyXr5q(H*Ttio*6)>SYobcMbo=WF41s;)MAX(Amqs!ENzPy;aUcfi=Hg|E+P8`Kgs;-2KP$VtF{nn!U@j=pj$b#p91rNeVvLW|nu!VbIJB{+ze*bgK~6L=-<+?xM#1q$XGSSx z*Li?)`2m^nHMQq+77J+j*a$2Di4GBrahu?N>N; zLDKl!CH^m6nk!>{!HnI{!3F1if2+Z-8K-=QefLuT*V73O1f=BZ)NN>kgR zAj2`WSfaXlp5adih#>0xu``L%dh1W$QuJyv7(B_|r5DGw#)N#Ia5JApa%+$1V%9CQ z#-axCn9D4rF+)ZP=p%eG(@OU`J`XG}PpNpvXbUF3CqYpia#r#*XuZC6dn$@m3DJ1u z`?mM{9;M%)@GxeuO-F>@(TgGd^xY$zo>_RYKwVytvL*VG0=O0tZ5>%n2We!*x|fSg z)8AU=0VQL=pgd)JL?zbhkJ8i5Xn?eryK`y1WHH`HRI2{vmek+GSMC|rh$Uwr)K zP9}G++;Ew0nl%ND@T z|Es0!j&DLE;Fax>V|3- zI$QCfMFA!8(LjII+1$@y6i44nR zk)Zna+C5)^z|(dKuB$qc-Li<)D;_EAiA2QT-(+f0WKF`K+o5;-Qzt2V&TH+cufkn_ zZGQP|G_`pnx1uyvxAjXy0g#0MV)n6*DL*ic$Q9lSMhk97 zazm7M>6MPQ6d(!i(o~KzUG(JS1N*aLKqw_msfIPdlC{e&|J_$m%e5hz%x zKW&Ok9Y1|iRB#l%<-en@52&rlX}KI2e){&Pp}I@O3>tS|i@G*78#>o5v*PC<5%}4U zP}iHwBb4M*U|QK^%Lt*8965afM3Kzyk^Al1p|smdriVjWe#<5u}kS;1=Ij zZS=rwX=wS~dWviI_dV}OLuQ~L$hzlmG&b^Qvs;Tf`H=?+0?(W?;8v@)#G$7b;nJkF z)c*8oZZQ^NY`dW%f{~LMu_9Zo5|cV7j^iLCH@i1?TvdtV7;5WVKW5P~HoW5jQ*Qir z9=|0i>T^87aq=W=1U?849$*ue9%v;h>7{b17Cg11O(wI)d4v(MFp^G_UjD)an2=G4 zRg=VZ5|n>RDK;sqk74TADq#2}+a0Tna9_}5{KYSjOVGHMV+dFL$5VhSE`0>v+ z?=(X`D}e$4zG$~D#C^lq{;8p|mF4 z33cI>YoPzjLnHi2iM5U9!u@3qZ?C z!7%-C&Hzw+V49X5H&oc<+x?}bY*JS{33Qs-_5(?bk5mVqRkB%0{QDdk!38owaMBFg zMboD}b)f4OeQnA(%&h|lzNt1N@jYD)fmy&nxUT4HzMKMWBO5Ea_OiXnRm;ONx`;p@ zT#*tVqk-X6#wuAWGzCA#Uk((luDT5&jvigebubBvjU;vrbbraKo{18NWkST1yh|AH3~y}v z&Y%ZvOmFApZ(s_@P9QV48>6Y#y?O5~2YVnm=u#8fE4}e?A;D_cxSKBRj1{2Y&|9cq zE?$S{8&NZp8zk@G)@21Hdtzv`ThK2mNYv=6zs$CdV&Vyyz6yKEjgoEw=pbH@(SK(i z4iI?MEwK5r5zGFy+WOZm9=G+I@UGRcouaAKZHpUo=B};ORY%mP%)MrjFvOtiJvr$L z6kS4~s2AnFuE|;IMZ|`q(I_9gFun7zD=i5;K-YCu@V9DgHW*a;;cce@^2CDda`!BI z@i%Hpn%A#Ow#P?`_~a!;!vRtDg=EL4!S^?`CoJzSZ-4BKKJjLR_*V#Yw~NUJkuKuN ztQybL>ho@s)!@UUvP9o}PZR%9)+yn( zqT`YCZt4xJaLRfa!dWB~B{$y1ANzY5fIKDHGd96X!2{W22} zaJJi6=gYc94WGHwl?QSv0fc!S-8s~$x#fz7sY;+{iBN3_!Lea>`|t-RP~|4IG^y_91of77h350=Ze*p5UL8$FEu1o6aU`de52j_5LzlvQx=iMh*a> z6weY2;}j|SDbxOx&t4rQLbNRUh4YsL9UUE?!nw?&YJ(9tMz2?Pz0(o86W=KAmg1>} zp*+JUEC8{;pc$YmBjzP~%(!FF_2(fxqTz$E!{uvvmF%~yUUiBdhJ+n+N{YCspMM@c z!HAGRr5K+_o^#7i4!S;8_?sBOk(B0OoIEqy4CmcA=e_LCZqE3aiCSqQcVg7}r$5!| zQTC4Z4?;;hB%ua;|7p2rdNxr2hw}RdPJK_@XsHOtpyKy?BkA{UZ=y=pE|)M*d{S*D zwb`vjB}Gkq{ysmPcbXAcs3STItxZDGr3EdwvcDEeflL?D~H;&D_U+Pw=@ZJoq z_x^dgh4>Ipp!HcEtK{rwjvz4^(Sf3`feg75DqPRxQlx|NPguk0`wh+rzUCJ%<;)zl z-QJ83LQ7*g{u0dTF(Q4}+RQn|zumnxu0>8R7%q2z#CPTtfRi3;ctvhlWyp#-Ex2Cd zT?;)!&8SqI2&kFx23i5QMyA)N$Ktu>Fx$WL{bz4q(frp2I)q+8-|b?QebG9d-%QYz4u?A$6?}p z&)H|~wLV*ue(0AY1D@k0mx}_~yLXC%kIfd;)mxR0w7@fIvH7S(Tv*g@DI&2q=CJ=kaqxSHtYoCpa0 z9OJ60le7Z7Ns6`ZveFrU_(E{Dys6FB6S>gke|@e^FO9lws_NO+6ulw^B76}dNK*D` z9V&PXc_p|+6|pNWnA&0*+-`v5i^DfJ4g`F(Ew6EMMi07Y8nSiq+;Nq+OSLRpbgrsr zYeXF*uL@2qVJ$^Cf&$Xq^p6juRq&B)Xn8&ijiDgp^!qe7O8U;?0ry2tK}2v#F^GQj zbcCYEfB!yN1ipz#-?X#ICIsoBrr52DV3t2$Zk;FrR7=df6h?|YA-1D=$h}$4Z%5l* zmmz{)9oIgL0W|m$C2DgHU|rk+uJyI9&lWwA#Mdjm|F&)w`s|-h2%b$WYqO^u{8??n z10l!z#NFFL8CW8?0F8Z*>UCT;e6yc%%!KSZv%{4@hs>Q5hu?*zg1}GYlfKqh-eLMd z)tNInL~ZTss4T}{uc-U~_Q}e$VEJD+oE*n(oEMslmzCyM#FJ^?fUzGq^euXEN*PUp z?mXBqs!*o%fIg>Z-Da=TfGQq#$3h6Qh&rRDvXGIjTZu{biEAJK*0Q9PPnpYTj*e;` zEo85{?n}^4?(nr&^C`Q2WHEmUMzul`)ezU*yp(Nu9UpIKsZ(9kAaImm!$9L2eiUS3 zx32)va8Z?IF=}v?NnCrYOL~=;5m3YYdywE^|HDK2qhstNjSz9$QuOxr-ch!(0xt=L z|0($d2|Sz4`~b4sl7X>2%Q^a8>{_(9*)u4RNG^{^e3}l(JR<(D{Q0U zYUcjiGwZ@b-MeJubaZqAnu{a>Jz^P4R2tR)YBR}$nh#b|UCncTusB-;sutQBjw|Zr znaP6cHjgzJ`EuN~;3{+NXxDI7U0=(`?r#jj2PjD-Ri#ioI1%@NzrkVX?*hCL z@$*<}5$##&>&E=sC<|$cNmtWJoDO7QC$a9-n%3F)K&PR6pL(A`9tiz-ky7+xD)rtd z#AL+0p+~H=Pa^CWMn6Vd%OAoiU6@h&Xv+6Gq(+5lU0B(|c1FRqU#37cCUCC)|Dum$ zn&=t4(>SjtzPT@ERB3S(_|!!~H;|4zl-+=e@1DH5y0z?7P8cKtcKpnDC5J@eJeS42 z19NnHX|Rei3_nBBC>wtJ$kC)qo;6D%qsUooGOKQ{-ncHswxgY~%O5!fUxHb2Gxr}S z6OO6O@3@Gf$i4r8Zu*6Sm29)$NWO*VL)PuPSQ7WL!r0F6!XU_zzZ{2;J&P1-N$xKU z>oGEk6X?Z{3lEyfG|%FswWjyLIpof)7QYYJeYgxK5G*_nZnz9O@mk>4V4c8IXymI zBm6Qg!HH`q?kV*|qFSiDX#3?Y=M*z#M#bn(pzGmu#*06erRF6YO&0Rc4Q;LEAfUFC z(mesA|31-c%YJzVxSS^9SI)R>NR`{Amq)8g#p8u=iFF#^t=CbY5Lp=gAW@sI8=hcLqkI&_(-q1R(t(JguS*^8%Te~VcCKT4>J?mS|sgTKUa_- zil9(oGNm(XW@6bjy@^!EXZk)6dy8tqLnALj^O0u+TM_!Oa^_5dB^g?seGr zyYMrTBOfJ!3JmqvG_G`UaNAa9HEC@&?khz4oO(|!w*ELeA%%+Gk&%UvAD+FSGa#vw5`%9;74B9gA4qM7ZopWIY5Fk)7K_Pc71P-;504cU#!q} zHboy2Oa%JTZ@rk!cwu7l;dW6Zd@;As&#dJ$BBLx#7W-jHZS#`g^|#(mzP|zxloQeE zcyAn$by;(}{b~%hxsUywrMl$jFFYBe+rN~=dA!$97}Lie3!3f{g#R10CFi_gr}79S zqZDwQ@<@VT_s26FpP$b(1}bN~w)sv~LJmTrBy8dq@+KxwnYcxIk%%98O12_Z1j0{S zZ>x5pIx^Tjy4&c-88=>3V0#rXD36{OPPq+9h;z>0Px#%3w*QXm*S>8D#0}T{_fe3k zN4H5OPhi;kAjXJETo{3hme+lry?xmAiU54yRbdQ#Kwu}a`6tCrq$74{i_ z?e@EVc+d&qCF?a-ox@`OB6i&?X63Xo_&gM9!ZBYfol%`{xmoKzi;GsvqS5?J(2>!{Neg2CoV{KhXf-fJ*_ct7y zk^(d|c%_yB+-Ud6qXc6o=F3o}*M+IzO^uk7u?jG%daO>E`OK)j?W&GdWF+yrix^1uqf9ehO%r zZ1W^&78G*%pB4-KzsHHf04Gh?Rl?)xwRt`icToz*d7v!$WF*(aEIN)qt*0(MmadLz!cKPV2<$`7<;KHc+bVS7a=Aa%9cWS+2>WwDPMHkMM ziRmmZZ-x9JSJ+Fj3Z;5BFT8T-e`RtFon1kQ^fum?*M;9Ta~43m}^~TPPc^sqt55NZ=n#BTXvF+d&VE1UYEojMbLiw>R-Q* zMt+{P9T8k#`_-3wlKiu}c(={8+Um*hG=8Wvw_QBNvoP4^G~MG&h$}^Sr$VJ*5Ti!o zjVGTV+2if3rV7R_#_sgRsC1AyITFpz?cJBQlWu4Hp3zyTlhL=wU_3?zAHec<=x%dg zdAESV5c-sYe}d}Z?rB>t*96X=-q^*QO4K5*o7$~o9pfoP>-C5@XW*YB4bDcDn zQ;pDpcyNc(ki}St$^gFknKzK~s-n;$+Gm_zwb!?y5Z26)ixeMU^v$YbA&en|vVq;l ze~arX3SZ)9KekIuZz*#-adsndd|&fw4SQPoW>#izA#^4(I7-|XB6-JC*z*)?LAY1g zK`FPD(qrYsY2ruBSh)AdHTl!3n48(Q`(M)S+nGT$Dxz?r-WW<|dQ$;Z=xlDB7zEn5 z=EfG_=Jjl^#EejB91lfS#fNNi23r$l{|8&8!xxPHz}KfCKE?Or<7Y*X@>(>7k3pe) z_@N#dZMOr?hRxa$8jT9@?wv*mYFfFrMN((!z(sT9m87^v;QPEow}W?NldiN=@9>XH zSyVPQ<2iQZx7Hx(v|{Vh@FRuV`_5y!+u7g#2Jie1JG=&i=9v-j@}SbkwvyYxx*5Lu zE_!lc#EUtmYrJL`VuIi#m?GP$pjdQ@3nEUn$n0efLExS$-$@zqJP{$3>EhXZi@IGt zlX~kA6Ceq{F`2v*-@>VXXmT%p|4+F563nuVTO87#u8Vi}o!@0`H*-glVLTb5zp&)n z;1^xmJF9>)W*KC_C;NVRxe@1~oU0;!N0iF%FfmRX-E8rE@^HDy<2_9-TXck|%(2VN z_mQtW>uD|@h|qGsN9(DMyqnM!JpDtiGUD#KI;f1b_e=mD5fwEVqX{q)Oq8Ns*{+Q! zUZ(Hq?If{_qExb63t1N6LQY9*4hV_-UTgHuI?73OxI0bw z!FWO|`PXTkv9GALKZ$>AL{iozIbojuG8d6*!rQi($BJH-Te{hfhK=-hQ*CtjMf-(l z>!PhlH4uIB&;_Pkup3RL<4hnIx6j35s6KkchfY_DGZe48m#z*jaZ%=?6$e$rq5J+B zL$2cxE;Ost24m^wBEVQ%y$7yV3F$2cc2;Mf{D2ViauX`1wb{zO&jGom(Q?=wO~AcDr=QAN(EYhg zr2h(e>(CdYes-3lc%-U2e}QfRU0Oo<=RfLGef9rN8je^;eaz#?nN%Ja6RYN* zw<797H4~1YosoK-eXSd$nt8_~CI){ix=Z2dY2Y9-Mnu&}mFyAr7fKZs|9Vtd%Joxp z$H|GSsJ6x5ihqtJHdH|yF#_%h%nZ2Li1n{>5|Y)R$H3q42VLNeJ5DohW8&JtK-<`N zB(+b65X8S?U{%{h7(FNQgBgzQYy35e9t()MV{x)Wj1!zG<8u;-FtY@4*)Y>PWC+Z4 z?tvD+)0>E4JEBRzGQ*hk`0gdO(3+q6pBcGwvz;p8{g0cM*ER924Q8!Y7WAus>`6=F ze2G9jFn9Ei>uOy*JsovesoOaxKmW|%2qL!JCs&AQxwN{0GaR=0c;H+*lmU<-+&fXl zz$W2!CrHPWSr3n(0d&CxVd+^m5GHIkCqRlS23e@v3pv*La`Y9DgV)7B@zR3EycR@! zN;sAEcsu_f@q6eZz)MB(F;%v)L}2L3J~;|^(EAoD&o24%=)8*EK*1A$F~7BGF@N5^ z;4Iks84)sIjI0`P_wjdMli&}rV*a@3T8w_n@?!dHhBEKCmG?|nw_GI{0YmmyUZ(j_ zuXy8gy@U2@E+7n#iCAQxXqa%daAcNSSao8gwGb5#R6Z^4L|@Y!dFPQ>M5Rc-DpKqD zBZ%c)Z7B4uvUJ5^!)Ic9Ezfh2>hu8l`K<4-EK-Km1Q%zovpUq)moZcNA9elc-z zNimYXk9>b(^hZd5mG}jkLWBLO6d2=ie~oC~A1hq@&CMJs`=XGRy@%BW`s_gQzE&F= zS+XJj^t>KzB+FSiE#J|4bhe3aF+eyNR$9C%DBebWFO>=IEzROI8?hZ} zx<|J$lBh8Nhr76%@A#mzTt5--kmjSwN#|i3{5RwS3moEdsM`1g`W@Fav^k0~iOF@Z zs&9Eo&_uI(ciz^NTVn#X)?>x=l~lXgMg_~<3}0kll113O6}YFlMq*fh>U9H=GLV+8 z?~Q|OKLVW>%Egz+uFjUOQcSLmgX=v}_~hh80@yBRhwXhlB!wL{Hmbuh7!B^fwze4A zUT|9V3>=FW`rf9r&ZwjQ-Jhw97J`I|Xb40%x1Q+J)%D@(TyT4QEhxO{Aw6>R{Llmx zxx;@Ow$Rz9ZBFeRe%X3iZKd{HiXIfLzmib#fnE=dGZ=Ed{P6DrI%Am#qQWW+v>MD1IP2t`glJsRJYqUgQm)) zUl`tRjjGvgLHbf>*KW7m?d6;HVM*3S-^ndHrQG7EV0*j9sabEQ)9umOqwzwonE#2a zg5NX-1k)<`&WZOGy-^m;`<~@nm!DAH0Z+dQ8>;K4&h^QQ-AYo8o1wEC5}Z6m?YnLl z-%eM*TLsus5eMXEP%9;Fbdk&o1nS< zBxW1*p}#68Q;+eFXkEPE@gf6@#p`*j4oa@m^a(?zQ;{9;rL%!WGjTk}^;6WZPPuRh zM+X3Y`G-dEkQCSp%(T3NSTTMRmeF098~wF7{-X~;>mv7crcS6=+a6uFPohKqVf1Ir zXRxlD8>*dPtUlCiAhIEAR{NXuam-^$@gAJ%Rj$Y)p@(h{W`~g$dT^VcO@Da>i!a6- ztUB1=_ULb~zwx6VLN?l~xPkOQ{fXGV`+5hVv1w2=D5%AEwrFmme)N~F0Tmkh2^I)+ z$lh9mq#@{(AP@-{&`F1|28bRJp^6MVtfNsaM$kxT88|{nOyjd}+<}x?$@rkOAlccV zaglHm$1A9Rqc$pQ)3>5iWXDJ!~HVlY-wv=-b%uk+f?sMfCjBNW^U%T0|Th&t)JYMkt8VdhZKFOryM~0z&3RXY%PwjJlUzu{N$Za%vh)PQnu-t{*HO&* zSoq8Z=(E~jB^CJ@Hv4J^=~&P|bE`@;`cu03>6K8e(05;C(7Q=aODjQaR#)au&jWR` z`J4PNS?6>08pj%(Jmt>Ay!tc8Jks(_i??T!ATO2&Q~5!HR6YIZT4KQa(vm|p^NSkx zx<4P8zyXorgDX;jMKu2~)lSD~56IapuH4i>s`q$LitteJr_3li+Oy0|Dkrt@=-!BU zu@v6@EmR-%??0t+6}nb$T##HS#_86yk0lSU_{jE~ip4vxC_FRX%23oDmg{J{{29^w9J3kiK%HU62%v<@=SGpANVwZmAF_qy@m(6uTm31 zme!{3@dBYT{oO~yVKof`C+Mdl_xd`Db+)LqgZkXVWy@lMv@a}kj<&* z455^S=e<33K?^URoKrQ1ZaP}M+TB!3n)6Y`7iW9;JdZZwwtjLP zzD@u=>(TY--*ljhoGyKSb5*X!Az}dFF5%zVi%4UOg9vMr>tC%YQ7PU$0-@c3BvMm{ zzv6hMw@QlRz?S?0B8m9j-xqJ_D_0LUwqmjXrp}1hO-A)tX$f*7h!hgEeMucsB$gL* z!YgS(Hcc41CFjd-+l7h6uR=MJ_+W`qqULi#`Lb?pn8#)@mpN@b~(dA z!Wg$o^vK+wx0R;j1f#D)+S+9yxHT_!j7xB6quIDP3S9;br=5H>RU|0J=uKB3`uN8u zF{g7BB2WFkGZhAzwEsMAEB0G1J@i2TaI;(_fWO`?sR8Olu!c(;M!fiB=5-0ue7)&p zqIF{l*F?Y;$_V^)Z$KM;evDMRXVqTIJ+>uG`(U;~bB{5`$vBMhFb4jbIwPc{!R`b`w%}X_iog)KVkTrHB@vrHW zOIEiZhp4DqWnoSu1R(H+69nf-GCEQTl*Oho*4frJ^INhL{K_pe?~rHoF_sP3Y`#7$ zJn&?xxg3ZBOp){#6 zl{Hm(sKF>|cyRjXTdPXQ{%wD6!7$h`mXR3YerR1{{S(Z8HI z!)`f8_FoHdkqKG5(~k;$2W6GY-XbjU6=)L=ZRe&!F^U+*RZ;gd9=b-7xyGJ#;KNxU zkKGLMPIIU`w47`JD~Ng1i4Zflc*jZ}7bNcNhcPBzLX*r@e!O6^FwWz|@lwaVrr+QX zf&J+KAM}|xQNXIm#pN$U)~2B@Z#_b4=uO3~A)#hNCi!h)ExXc&e=Gp**D?JsHQPS2 z#3~NLtu6zx00QPLlBO(SfkMC#{%?CKwz@=GqK!(&K9amd0A8oURr&%B5S%DLY_;NS_DmOx3<&Gr7xW5)ZS%YOTc zUdelQF|cx|R(Fn765}nExG@O)8pKOPd2Aq7ni%2Lg94*@>&1(|t3w@5-gXcwrt-U^ z0m3CYvh~k^@z{$z21yuFfqM<7#oi9JDP(5RF6aoDP>r$+H_wr!c>3p=ea5agn@7#p z138J7lB-?6+MTh!UE`-T^=M}BC2z8{>Bel>ee@2wKdrR#q+6ptR<@;?Gc_OHh44SW zbmya7*w5g)9%@kJii67~h3Uvl4Hh$i9HmiQiWgtYpNT6jI@h0Ui}yf|#f$3hwYo`Z zH5~#PuQWj2xb_A2m&hn(#JjlVR1ny! z8=cX$T3-^#>;EkSZTzuE=tJ_q&^<7k|GfrW#@JF9 zgl3FEuzJqtk_o?|0OV-yz^scn^Noe>Dxiy>%my6X8?XT(sE*Y zh;H57%T4d;?bF(=5pL%CT>}WwU||Ahck~uO?ifq(Z!;ev+sf~JqRu3q7~Yu zaWZ7V)#3rVD6a0|0WfB)F%3<`y+*?+Xp75%pi&FXX@fnC*HvI5aL->(H2G6)HcdFA z4!!-f_tS$>-p2!h*hnktd9(OIu)vNCG9@}FSY6BCK8O%hus*fxomS#LUI@uG+*83J zyHMB;>o%=EhN@fL^pkc&sn(POL963ftyzgm#x*dciXKF2r597w60J>dsenulrzu z3d2G3xUye@<+pKD5Vn*Mrvx*LDXfRA(UE~1tLPkiCu*e@_ES(JkNy`Z3h{Zhz=}*@ zXk5ip=9px&kfL(#?{RdlN8!U7;Fv^$^nH|;A2H2e!P80yyIODs9kUrWL~ZZP+$`8{ zxQ6H#oQ&A`7p+k{c+R}YQS5-ZZ;35*I@r$~CBCxPiazaW$1v-oAI;&YY`E#B%Zs_MDn>@j4P24tiJLbWf%#vL8*e$45BGxv#}BU#Cz6~@hv zvA~>BYj4}iQndT;FJRc+J6ajXv*xX@WG)JJ__G`vE9z931%#;vO+PD zYmJpbqEh=4B^1tu9_p2AA1l*}&FuxGhicyf4Byg9O$p(G|F(vK z@2mlkLp0}Bc?qs~D|JwXao%TMUmB^7+9$q3i$?+%4@$0keE_qkqq)85tMQ?gn60=J zswRq-AO8#|ZV7hCkQhEE>EYnxVHBGHaf`RX1?khzTB}-vtwMl7S3|in z#3SCHB*M+?`G(ZxUTUgzyWWfnSb6q}rX*}=&3oY$&FA=cAcua?_d7ZJcd5!tv%f)$ z{&+faAYd>t%Dvl7t&dk>g?_Qsj@=uZo>J;RrV_7*{~o*@-x!R!oo`UX22n@4i6kEj zb3`DCTF8gwgUVJpC_0L`63?AO`#aQ<*TVQHhmK?+)&w+cv8m!#qF+o;L`Y`&baCv@ z-)i6IZC!c`E(>lFaewjpo$C2&KAVK{pz`bn^{l)t^iOR7VDKPi8b8uqCP$V)X4t6YT}lbs4JsN zp%Oe?GH$Vv{6axg<5}Psc(_oiAjb{|c(@RdT6-#;^bM>iV8%AEvXZ%zV}W<9uZmkZ zbXP+H!)mY732yCOck#WghQ>u?>MT~i7X-#!3F;a|c^y?;B zY{w&z^w#F6wNVhN>Y~GhT&pXw~W!0WOkm{6DKGacD^GHYd2-gJSm*6Tv?uk{2swq^m%XfDNy z3Q2G`moLx;zT@b60%m=XH$4bl3(a|Q!D4dH+)|C0R~R2ScRDT+n^osrXU^|`TMHj_ zX}yj$)LP zIV7J5&<nwox)TEb2`Xd8yN^N@O)7?S+$Q3qZWEZSt z^ikdLSwa0I!V0d+Qv4-|lzy;?A)Bk0P)tRTkn>Gc@Q0~{XNOsoOtIYj7?nd-bFL4$ z!IyTCwQ z7(}jsK?!PYxU9vgo?~ji>zL>rr?a>@aE5wzx47|hWBmQX1HfRBk}@gB<~C#gec>X< z+?<8I{T8qYROv=32|bk6RwfhL#^$?d8`;WnVm@9RV$(lkc36Cp?;_74ij%YoofaEq zZ9CdfY%ITutm}A=+`23x-9G+(t;$^Jhrp_KT7*-N2Z)pT$aD6c=FTK1A%mXXe`RaP z-aSxZHPa4M0i>-2P33B}QSOhXnVbuT1yY_~dAJ9o&a|2CeF%-CH$_@R>B!6WwT>0 z{gSEkiC1!Y9W8jvD~TwhOnAg9xMf(iVOQ_VBq$aOFoi7Spjr^cP>!qRcY zGX$N?b(2q4FwN;dF_WP^ZdyeP_b9Hj53d9G0vFGfIB^@QYtuKirC=dP=V3{BI?X0d zX%j!JTYs#cE(*X$0t1Dj04qrg9!OfeJupE?QiHhrb5#G5R>z4HDP}nYopPM-gC-4C zT!)PLjf@vM4fNS;ro1L^nD8Wbn^;^u6NfgoYyGhZP2n)oOd7`At?MfJ)@Yq7YE5_P zyUWq_7K(dMzXwrl?@ELM$ZIK|F20{6(Ktzd`W>d+YD3+4=be)q~CB(e@=XhZ!26{>yIwwzl(+KtIMf$VF4F|j#dnhFb9|1GgJwM@dIfIzL~n=KXc^sk$WZd zXm<_IlNCblV6k5?tQYGJ0Gt^4GZ@jcIG1^Xlb?1=@z6cp{aE{=?JMEvwdNZdIzhNaQYG5n^C+it={&%p{J}E*NMI(BJVBmUV*IhfdYB? zL9~dZYnHBhfXt%a!eenQ@s+NX1k4DLdfdd>5lHbtJ&#QA+;`reS?OAa!*Ad0B3W7; z6?FhxV<646r;OT(`@Oza9KyD)`f5uB)a?<$hPDbK2891m*MTP-$t#1TK6mt>51?z0 z6;n%2zfBTVcDZ+KF>84Un97Ti4 zJK)UqwjZrlkqZ2{x@4(wy?WYjSPAY^JJR%lYLvQ6_SeYi^u+u|s@)J*28%EHo8nDE zQ(7d390j~87x1Z3()>@L75dm)xg(8xn3&gD4eM_qZD+Bzd*V{&|0Fd{#GUS?PFH*F z4F?tpXf<_-3vLJXr)T22#?Suv<|H@-90J$SU^4P{yU7cad#5U{2+=V@T&AWn%w)BC z$*)MK-Q8m<8>%+*OEZ@iIlq<{SQb*49)+7L`3Hnm21sxu=%YReH9??R;NlJd!UunO$Xzi0Q7*G7SL5utovk#LVk zFIy?(461VBbmidmB7RxMC$Q{oU}O*r#5@m#SA~kGf;uMpF|ltWZPJxPL?A&mN~^&Q zWm6r7_vfu84P~GT(F1VMtfg)sA1znUO$EpNb7yXGTItVQ?JtH3JE?thL-HkDehA5S zKB?QmcsDwQ>rT`@O_``4efGz=5RDbrA{-ht^CLGR7(PGl`2oD&5^?cK#G-Rl08YI0 zVS{(6oNRdy$x$Crho+nSNJ0JKZdEBX=J^JTKc_0Z(@diQn;oI7R_FiBk{&qh=+Dy% zNQ&fTAdX+CBLTj)?>%i7K%Zk+S5?QMAkdo#Ox~IoC7qCNy8xn4_9uf15tpRZp>5G#k&T=9apGESmahC|8nke`6?)OsHuVfa`wo29SPch+v2!$j%z|4N7 z_Mk6E8@hD1bTM@f&q=z?TetY2w{5J*-@{K%xqJ}b>@f#UD=w$26w!e-wBd0T1TaX~ zYKa$o|8q9`((Ysp5A!KvnjK#Hg~!P4LRE3ed;xpPZBVMEDSr|}<$HU9DMs9efNz(0 zx{3uO^2@)zPd|V61xK}Flb^4jpv8-%yXmO@N)=S8Z07J&avExE9b9-iNmC?_E*|q> z2yu+>JfL6ErmJs*Oj76hB_E&J3~cXyj~yN6^w^tYKJ4pC+}LzGQr~Vi^r;GzF9>|;`CNgKj$Bq zlsO#D#-`tS8RsVJf^}1)P{VT*u??GelB`)01e|}m@jO6sG13vD@)!y@NzgSyL z-H4e!E5H;-bxT%RC`cW?EUxNs?=3~_Fnb3Ik((-LZ>xOoW0NNTw-&1b>LY$@)@ZrG zCK_U9Q5n(J*ucH^Kt}tYRqpcK0u+ohU*7J|jcA1K9bh6Rcoub>jNkOsRtr-&d!3+8 zW3-0wy0xbCwkyNV8{%J-L~_yEV6a=Pg`{|xB?M*VuGqakqCiF&r&e$ z%uN7DCVtHN=&>a-_psGbf>^Mn)$2V?cnMZ$P}#tq5?enP$Fs+c8jY`3<9TU5Pl~@; z>A`4mujfi*!Do0g~}7 zo{4X_KRURKW_>BGtnMP$NJzhvJrHd`n!3$uN>GZCaoxqF?&yg4*1nWDmwv{M^Q*0V zpFwU>-lCy!-&J<0_yxq)U)CT{?83aT>XZet67$yi{)4FQUvB>8N+lmkV0&sxi^@aCwiqXrj%sLSpMl6EqNewGjXqi%VgadrK3fHXN<`0wWl zCKmD8gmfcq6kn%(l>piKGe3Y4C}w`waF%3_0CfgeAL2%P^HM9Fw&E91TyYqY>^Sc~ zA;EvF#bj*bAU4YMzfvBT`S?_j^X(ocU!Jx2njX4CO%>1N-p0^y8p!OiXclz185`lS z2bhosCFsgrY4&yu(~~|EShIG=GMZ{NfH{pp#ldTg;GI=!JWo)zfidZSqr#=40x>_76>~ofxs#-&V9k&x&3Y zMmtWRyVRco)^4H-2Paqw%1?WUkGe*>XDc`?b8H1-i|bl-IqtAUny@J?!cBib>tUjc zyimlOoD%~!=_5j<;WtnxbkpFf;xEx?byCg6Bn#;@=@|7JXj zd=DFC*1czEJMNNVQv$8#{o0>E=idh7C#UC;!HFMSoT!duO;kf09^b|Wl0p2jnQ4=~ zoaq?~)5E(a=d>DPR(Z|<8GqF_W8kNoFsZfF8oy{t&&?2Rivz1M=`u zZql7;+4Ja}H5l&YI5CY!6EuLX1dW)pbo+k4p%QQw{VGoNzwb}5OV8!(#j}LXQ8nN6X9f+MtZ67gIjsmgc*gd34e`%T=L9WCvI;;LsW=-T2QJ!d;WdN?P+D&8(McXd zOVN;dJZkWQm``Z}e>CFROB;6H)TAad?oG)1=`eLL6m zW>Jd@VNBv#O|2%{%lX_X;#OCc<$>w1lN!ehN!bzTba#LQqc$0D@7$j}{2x zIT@VtBUlXzN1C#0ZNET~ud7QOhr&YpLZnz+lC$fmt%CPV0Py%FZdf8cuM)WgJwKG4 z@QiM_-&1Jr>79go&VabsX@WN6%f*anaDAY!F|9t)v2wrHWUqv#@V>kH6Nr5~{jvSV zS@=kUt+$>C+-Nb`aWi&&*?15do z6oxs4t4S3t1KQ+z^(&M`u|gL7uUD;4UgoyPe6H(@lNf4jSrFII9Ad={F<3f6#nQ!{`%=CGtxY>Q!9bgGrEB)_`M1FvVFew~CK1C?~tNvYZ zq@#&`%6u$V{fJMX*yBCEbR@&BTLsgJJn9yEAMtW!>08ie7byic?JmBvddOQ5d@Byd zog1Uy+E2@$S`Fde+MtZvYPVlFKRZC-!&4a-aa@2&2%v-gJ#2-shMUG<{r(e6D^NXt zAI(l5HBn0Xq=MNRdyuuVnQG4_t(0;Nl(0EB8VD=wh<*u}K}TJ`97P_B?_G2%V-D8s zzhejNqMo#1V2{7O@P#5=R^!&bZ{&a(g^m*cZSS=_Pc%wsn+TxRrdEcKmdms9)zlWl z7HF})`)G0WOy@~&auEIVAkngw5{?&qz_35o-y9024nX#!@m;g80}X!$a!(Q~d_0;& z(H=a?BtACUS0axybi{Lf=ZV2c{ES{K}4!EcA&%+xt9a@bE$zH zCiC+m0MbuDpzvDju3Ws+P7yUPJ$=9^yjCr!uQJ+aAd?Xmv2yb2YA*A&p2|1H(>vRi zqfE+6#A^B#S7fpJ@I7P`{5-4HK?Dh!>*spj;VpSNyv40ZgMzUw`FS4Jh{lL zuN1SzAb5Aa`$t%TmkD`dHogC6fm?0hkKLSH|G63PllG2W)^qkD7L(1FXV906azm3p zkX~ad$}s`w={TqJC#<+_CRgc*kJYg6XJyMFpQwRN z1^fXG6uFHH5P6mn;zsYk zU4=qAx=&xUrsc<(v>L~Pfizs=f0?mc?ZTn;Ya~2|ZL@VF+MuUszPP_%N7HRtEV(vt z+$KOK0UP-+cl1^FBqgw(D2E`jrAFyck*riWgX{MS9yZWA`^%%-A^pr1J7N4->e6Q_bg|5NGk_y?Y5Fi4uI}7H@7k?!|%ODbnRkanqn=*{_QRjsh zr>AK2H@r|M)6l9vOHbJU)jPe->jeg|_Hj@(c$kX6I9$Tt)S&^*Potm6-&kn1rA6}> z{+S+BmoGO*f4!w1FuB7=R~PI2^eUy+p#``TYv2GUqG^D5#9wrtN-3YRaE*n*J{RrN zp$u=05_1AZOaQdjYU%PbxD^DCUOUYhkO$7LM9%*1ej9@_ya+;pXtkvV6rU6~f*XA{ zZ1heVzFGfL#7T@>w5A;!Y+jnQ`MWQS93LeVT)P7(NA3;1;)UD67Ne*dl~xVzU>A+1 zCn9D63M$!(7BGb8zeCoqV_2A-{%oJ0+NRgi^ZVZB>NN$wOk0F|`qX*VVFKEg!xZKX zZocwFCu)+IW0c?HM$*vfN5W{I!3L=G*Az@$8OtFRPtqa(G+c>LzbK}S=k2;^1ITu( z<59ibaywi>ebnc3jpYs65#Q$(Ds*LyQwTg#z0p5h1<-Dgb!~*_Of8>3DpdYv%f}V|CZ=O_(>74Rq1D=g`mYB)(Ihka z+u)ym){DLo;7c+nic&~`^`g?(cH629{Rn#OZx6|1WttYU`y=(+W`!s?Bp59^uc z3=Q8|t^bH($qI5rZ98--Aey4$jGUMn<`8kk%-?rM*hrkMq>Pp^VDu@NN@rTd?ll`O z^UDjymY7CJd5#WV(b1|X*2|3wQ8S_s`kUAJO~)@(HhnO?AOv^_cd2NB$E-NEC(8C~C59FsX^r4dBmA7v zQMIG&!@y{{Yn2j=APEk9YbE3QeDFmzMla5fL_*Y8Q_kZdSQq+VbOVk70O(k62AR!V z?UD`hP77{9Fe4@Q3)as2>PtD(3assIq%hCub9BR|5#f>&>`eNXAw2}fGUVvI1ISehux zPHlhph!vx)eNSi+Egf)+T}e0OIBFyMj8a5vS~k7KlJ?XE^X_qMrd~uUZIUdI}Z1`{l>OdeN@a&-{eCRZL>XP1PWqVT3&^{f(7loVCP`jirE-Z)Dv?KHp#;&p(I4WzaRv_ry+r2$N$ezlYM1=9~BZ z3(xMhoLGc3hZbvdLiCGfysiSi`nt5GeM!8Bn$CU*e`F<@*2c12f)sw)vV=)3z00^frd1ff%Ae1m2a z+@CCv-XHrqp+{DgtY;TE)%XIy(1B+d6xxu_m*{fog{wA_TyZ;d| z9|DPBp5P+xnWX%$OqRA2A~7L2;VarRzLFS!s(9(9v#bpK#ecs(SFkxI+wLJi{hG$9 zG}+2>WX{{nV`Ux!^U@RJVRroyey2YF=?|51_u8+cyf(BR&pxqWmh7x)-R zKSoD>R_M2nD09)l(V1?XGmzIPL>%v%H5|+CHMK-`T61l9$5;u*WWtQ<&7&?-yvFU@ z3ZE;uKgJ)EXoNkLB0BtNu%rQD_y;A~9GB(W5!Vh4A;k-Dthc@8DC%t^^GU3H7`n$e zy$cSyGPEagrmiiwUrai0+nXu`uGsR71&eaqg~3etpL6k^o@!o~=jH~T)yanjZ5F+9 zUjaUnA;-F)j5eCctd&K^e_|#l%5yJ0xZp;Qy>i>N=E%%#-wm>IFgADr=C=r&pz^k- zH>hko0gHB@dv~;@kSj}t-?|;Joa6|vY5l$>>*!*fRcxj$5xcONBGmTu{7f@;^o}Z9 z%u93h+Up^W{6AxGz#JO7+kJlf=m7PrXZc!1H!E?89P{`H0&`91XOw_^oHd-xeRN^~ z@-wM>1xD%ok~C<0w&S?3LLPU<9YiLSEP@QK==+iYiG*DdlW5tw`Yq*G(c&RG1PaU<{wb~HAf$Yp{fmYWOH&K+l zgZ|>aCv7oTOq@XDmh~=}!tE+ZC#EPvTJE0YKz!lJ{}6`%8+&hh6C9%}*C7Mqy1ylr zBj<_W1SYE3Nd+T*-!%u&j){jv;NpC`d_2cPk|#-3`(pAl;xeA|;)o(jeU_95|%(q5A-b z?)Wy(^S<}q?=QwsaqQpPd#~DS&ROq?z6E9mOBuifkW{CI(0rGy2S|3YcgfqvcM=(8RaJnUsV!{tZtPX-)?F7AFlyO=q|;1-_T2|T zazMdy+=F!DJ4`JUyA?R@48#$#)gOmsz`~Tdg1N@Z{1!mHSX=ROPj)wt!>HC@Yh(gA z&p^>ld%%z|yMpR#9xps+nyGe!0?EcuX}Fb8ZE)evN(*;#;kw@805>m?VT(t@f0wao zXy9+7pVilk<;~O|Q#5Bn;OTGkodWR#mP3T1Cm_Z5%SYJE`Gb!5&x)~5Fz;PdDw@YY zJd5&wnmBEzD9JTR`YMxEf0Y~tnVNqOE#(Q-fCz_+2-YU+D!*u8oE}i->%HSZT`w8O z(UzAh(aHS<_#!$_>xql9xiuZr4-Z(@FN)GM($}vZvkBciD#pG-0iZhP8+~UnqYfZr zMW9xv@eFV8Q$fbP*2)D;;15(uaBJE5dY~7OV9k5E_k`?&mI)y|k7kTgUE4v#tg=e@ zZ<}l2rB9Hd?mEVYmjrRy8C>tb2=b<0IqvQZm%>GSLRR!=o?YEIR6t%> zkLvn?%0}5peBGRNH^F}sHRl(|oKlAwx0|<$6=zDmoZT&oSW&18U3|qo{ z1ox{E#6w$;^Pg-BXu1Z(^NUtH5lzSeYOVzrk9{DPv}^_B`V79KW#70C5WOuYr|EMv zvDu^roY)?~^b|g>`f&y{G2hbu3MJyX7B>DA>#O!k!#q`6`I*%z?3$!PG(7Js^#5I! zAnMtB!ONur)Mk1lkD@9+8b#>w9TIL4?hAf2n=?s*M~ny|}O85oTIMo-NpVhHcB|II0MfXB05==doEo~k~}wzrmAO%9~Byf`Nn$b~+B z=OUFPWke+g`7i-Q8T*kxh?o3a7rAyxGVwg8r8qt){M8D$XG(6+lF4fM5Jq5x{D1RM zcPfFl^+Fl|X`7t={MGz$CUGftX&_W0+`}9P$oG}w)}C-Lox94H3)J}syR16oQ|1~< zuy}mX2>uKW0Bt}^sTW71Q9-G9{)vwlNy6t_6F?9v{e1J6ed6KGm zjxb5aZ7`1T)$<8iv0s1v7`trWeE9`3`X|*rsDl`Y328Xle#Lj_nk=$1v`5?eJ+N@pmXaoMwKDL(b2`(+)q> zWVrbPx>&X{v(zfCvAe63^`pnlU1GO$CKWuw3f?yF<2arepMjCx3>4hGSgXO#rZ!j6`psaAFwA&iDm;!#z$#;f3js{kPmt zusq-fXpP9ggT4khRYyxu9KJ$4pME?H1MFjIgpc3#FfjTzsthbVzAuIDOZ%g?BA^cn zq=USY7fT=9Co+I9G1^%J3>~nyD@%$&^rJijJ+}IE;Z_w-8Sd6muko+Gh`;k~^f@x1 z0<)+00!9CZD}*c%B5iyEVz00*7EBFwCt}m#30+obMpu45BkIG4VDt>f6c|6(;xD?V1oQ z;K6+pu=>&W4-|y*;KBc1PUPR62jdOKSHR8{RiJ<|zRGTl2z@B-EPnNf0y&soh5sos*6w$DJ zL8*4dt@WZt&F6c*d?9@I?j2}`qNaq`RSOY4OkM{4V%zn+j7R@-c86iI5_yJ^0wY2b zM9)N&m%9MlN!;%(PCj&))RlsBZp9{n-bwwhw>!nY)(~ilqtZ^X{Z53tr45grYE@+i9z;rM5tn{r&x6w^X;Z zUF>J+A=J`IoW9|Wjl!phg|dfFI3VjO5kY}&jpJVz%Bx4_pCY@_`qO^l2nQNOCFI?b8V>5X$= zFDm$WI$BOH=jVj3in~7L90jNkg1)r2wvr?_H8mX@FK>?I3An6&DktjmkT~@H=pbf^>prs-OsRdA`hm<0mK#C7A zrrs;VfEwtY5+N(K&m%Qt5;8=6FJ2zFLc%8{oh~qej_^Ef4>B0q(lKAy<$2S5;LV3V z-?2{aYyNo;Ll+NQsH0Hm3(%aGp>*&0gEW&`a>-B~YcO)JBEBfqXd=e!PI3{oBj8f5 zG7_MsO`Iz5hsYi0(09Li|7Ks*c|!wt@BH?h=0a?je85BY(DPykfF!Zt4E9!tKBgMq zq+yP|Bj=J`an~q|@%WgZv|;{BZ3&1kyWGj?Z$D)(b{e!Ax`Q`a;%I7c2tzGpvtr8=b zS$R${n84N6P>7~^eYuaeO4JV4{MBbe+zx1V1&_Y`%scr}8sW6P8-qa`!-XGf<7Nwc zC)I4RHobokrt9tA<<>*4UiI|$QKxdktn(l7I2_M8eopv*r{OHQaxeStmRg>UE&K=r zqo@|eOdhXox4?wIMzjjNgCu zYUGn*FwQ~vN$Q9-apgZp&gL9v=5aStOznk(HtkM^z`f#L0tI+p1s;GPPAzK(B@$!m zius8#&x_9ic*f_vT6GQM&dWuCb(5br(2T=WH|#H9YxlZG+oA&DX?N}~8mcf9@_2+K z?OseTR#dFGVDPy|RhvL#qAB^eQ5P7As?OXgEGkSo(d=fbUu{HBH+$ET+zE7cH*wpo z)(r&K|8n1(V_CBfmeVQMuNz}^eZ@tK2N$qfj?N#}uN*T-j{BVPJ5x?adzKuIk^J6y zntnH0F~ZtvV5!Ti3toT?x7LYaqrGHEqEEKtzU(OHi5QO|3z(JebU0_*p{rCbxOu~9 zEFJ~nV&NdqH^3B*O+o~%UM+bqUoCsDT=Af`oo?=Upj{03_?bzC^GVO<;EW_$tJ`&2 zn=M1&W6Y0|9?c3R5nU+)>P(^j2vZ#N5HOL&e)Fg`7Wrjs+Kq=?md+)ySaP|U%{l%h zP7BHm>5ZHss>GK`H{jBb(Llt_fZ*O#Wnw7MYs<9FOM_9cz*neLSZ7j4NQ&>m+Ur|| z5WG~GHPACT;Ju$yWYF=I?>wk*a3%Q~)~CY$5DT|_y24@{2Yo?*{W)*^nu!d9T8Obu zg*2q-0iVMMmvq7WHhtGr4 z8aS|_+vjg$36B=gietis(=xe4arP3>^0F=rI}JM8$h!MCUy{LEvpBN+R8`(h>TsIy zu`f~kWF@rpY_+tLwe}zDpfJ%${}r@4vAf63WuFRz`3`yA-xp7AsMt7zx4nFG~-N=rSV1~*w3K(3yB8;9&SS|-x%K0vY!H~xJIplq2|Eeh>* zr3;UsPT~&E2L4uEHW{UWcO8XnxRn+yX34{=(|5+$7mNa8zs7ruz3Ms; z;9r8PjXVUv(-nba&HY5T+n%CY(LEC1#hfVA&e8y9$%7l}e{`@GxEzZ}P%;WHq!&ur zaBi4EL~uW$18c5h}M!3=<4`fndg_YN|G4h1G? zz=*3b_b^J~pCc_7vVZ1jX#*6_a(`-V*d`>$73W76*YQWJX5y7eRkOi0*=^{@m zn<+j)bHRq$jN^4ewKaF9#%io>uahklu2v+{Cl9<>Ixnl)K3G^t68Sh$S#x zq<54m!#ynF&F=gZZm~5|Mk@dDIdXcA=X3|sZoEEk)WHTR&F!Y9+sWOZ(6v@PW?GN7b6_ymG;DU^-xww~ ze}Jm*9zD*YS7#cW@LTDkQ;c#U{=XM&UAFD@$JmvZ>qWKPs!^Il2W`bK5?)wlk5Uq` z6q5((M2lPQBVMhy;+WT)?863l{^Z>Qpj*e-R1T-vLwYG_lM;y12Pr+qQ3nFlv)Z*2 z94;G4d~n@hQ4hwbm8CK-q0}c9jpd$EG`vr4i7D97IRdX9Z3~W9>E!;4)@hip`i*`c zK@Q2I!xDy+gUv;)Q2O)diJzZ0Mj_P>%Os)qsjw00@`&RLR}p*E6^Gs(I?`--vdGW! zQurk?z$xL>aN1Dr3Hb>~OeK>%$X(s4Ev$9~v}ed6alJZWP0;hGlB*NVN)c>fGr`k$ z!bDiY-#`)*u>`S^PHIW#d)m@O&+hxi!y0};CDl7JA#BYeEQPu%Ble7rMVISKrs8dC z@ATjxj_qVAAd+P*|FHG8uA#xS?+ep?aRW(W@BFFp>x1E&^$(WBbjir-sJStwN@&`b z=q5u?7k&fmY&PJVuj^q9(ExbrTYtK_N~H}pf{nufA^s8KP*RZUMmQ_4Lv2$r1Q@1{ zzhhb+3_g)kV<>A;AmvjuID&k3dStws$uw!rRW&4%@DWIE!5>A)>^kT90KUGL`&sKD zVk*H)J|Z}YC&WXi@*bo}uf(3=#8s8+S6Z*iEbXxQn~HS%W)zblFn>D;%vFw> z$*?UWk-%(8a#?K5l9ISXIX~e0Iq7r2$wOJ7${N&oDgJ1jXlr1ysFiXJL-pnY%`}UA zFfstkb3Wy~h-HB;4=Ic&+{IzJ3d2b2-Sc8bR9I>0W zC7W>YwcbCb2vw6~lQ)wXriqr)%4>GF{MF<|$qotT-46dzb`E- z1|0~>3Dio&s2GuTjm%K&36Tbil+MB%A?FP^QpGNeHR$(c>!If>ioB8fm)6*Ip(i#v za$!VO*INA}V!BB=YJT}8UNbP8YrY?}r(=~-QI{qcWfp=nmrcVm5N_W7*lG>cP$`o! z-W_?LxEo?x#vSHLvESb@tjTfy6usnlw0^!YwI8cyPmEf>gwt!;AylapHTb9Q2UfSb z*^x{O9s?;IMC(7Pjbs%7!+0#V>nTM#q#5CgNXujMwNMG*LOm8DbM!{X@6x)&;2Gg+ z%b%CFKhDawQJkwTBdXYSb#nnvuHv|P{T7_!x`r?J+2;VXXqD9RwXZIAw7N-Vss$wr z?A5VvV|Jw>F2q=&C3)<#gfsGbYb?YyVY}?eUxrSfNrmZOwL^l$I=DP9FwcsUSR^@zd>iIRCe){Vr*aqUkaEt;|A-t{ zRd4w{CFr01^G*MJnmexWYg9(|P>EpT>T~Ljo<45w5OKu=)&Ce5B(`=6->=Y2j~V&T zC)KC6-w>9gtz@-mMf&)r?{yoy*{2h*TL<hwZ8?SDE65C3HJELP;s@K87^;HBaa(>cgp&dqK1eQh?IZNeS&TO$Xx?M%Ji(#wuEqOEbd1pXDVpLN`-?5)+E^%k|5f>p~UD7EHDVz& zyBS<>)HJ=D4}bNG<4iAG6AbSs2EVX@Abs?7=-JuWgwS^E1aMPMJ_^m~1tf3mq2kh; zU(y2x)m@OW*Z~gze)y=(p<@p}!~B(~1X<7^IUf`=)Zi-%9POo$gpv-w%q)x%(cqc^ zc&rr3usr{;duPu7a#lv{7h^-Oj z(SN(9I8*Go32Z6bF%_4d;LqGS-_LIGP~HM2uVhb?pvqcrlCYxIs)`FiLp^y2l7rf+ zrP9Ykn&UM=YL+VE+l!<#9<*+*Pt)8;!F$W1)(b~ViT0ib(qU}=s2-=Oa7SK!OO(Y>qrQ~? zutyDtw!E1-(OKnsJ3GTTv>sB;ZI13~vSs@-6E7Xr!;v$@JjL#X9&AO$A|bY^<{j{+(o}T<*icH%Ttq+DTf+FaGW*yF)`3pX$XU3m%085TIA^l8qI|0zB57h(*(@ueh!huZ7i9+#<)WO*?z!#I zLmUq8%m1UO&yVACf!SYh0R>-;%OVGBz!s2^KUTbUDAXYMc&8I_9uIPv6#kH9rHM zB>tUmOu%5uT@SuU{xclqrXx%^^+(ExfLrzP->oSDzcu|vAyhA?diSFnI7hTD_*M+j z{)!5ka3>RGPiz$Hgpnaow&(Y>ub_0I1eb9Q{*b4-ASbf$2IHf|bfM4vGR;Kh;WO(k zeBJChz5}qk=N%m#_>`2t@>rQD%02#z4}%55UI@JcLJF!THZ>Fy6pgP>yCe19z8}(= z{YHQ@D_|7T81vI!fSJ#_Av{B^I+0~+fXOYLQDAhSQUt`?9f_pJ1$130#>Mc;S zq91q>bT3m9F(iQ7lGP>;nr>BVso=9RVtA4*ifrim#MsvTLiwe=rYYnOD>S1UBn9Lp zBt%4ch@<#3-Mq@H2+;u zS|zLeGr;kJ)ks+d(Tp74$2{@C2x(u*2N zRT%x|jLA-R_lNg$e|t#yx0GlU$GPB^vbxCy`;_rU(zA*gDjD#=;U0paP!Y5uj78cT zLtVv!yiVoaBl3h;JNJEOEyY)j{!`Lp0X|;dcbu4(EnwQ&8_yg3LO4h%0a`X!kAKHlrfc3VGYYT(S-ds*Oz+iDkEv3;b>xrL+ivGsC?u2{KR#IW$1 zZ|s*gEh(08@-7qd+qhh9lU0<}Fghe8BmtlE7eD#^$^y$1ecu6P&ARHPG@SnDp0h^+ ze%Ez=oKfXpn*y36VY;aKZJo4|?cp7<0JN(}@Pda&U8b$HXO9>}M-a?m@gUoKf?nH? zyXWJ?_*7u1*QXn^OeCMdsQAc&B6wh$#w~3>-_BDF&*4f;1j$ykd2y|Rgy=(;LnoEa zb!H1*Y}ean%po6a6PFvyuI9MV!t3nVCO$p!w3m};WXOf93&0;!cXI#j5zqJ4HkvzH z)m9q4wIb{h^Nc<9Ke^GySa(HU`#kN1zGO#zV>LgLPMOqPMS|Ycyx8I(B~5Ehf&}#8 zqX*|Q!ma)1cGhWnLi!A(UwB8_n8g*8iRNaO-EM!@^|uquVIUStp=Lsslabl<2|&lA zv6DfiGNmEFVsp0f1r$d%aPg(JwSpsLmpL}zs!eMjBS9dL-)+)4;oB$quLg)FR(BsZ zKOjcZA=Q2cC^p<=ftflS2s6w9{2~;VD9iOePLM>Jh7Zs3@zw1%K~(xyOv;mAw(5yD zqLP8C24)qC7V$%)4ed_pTZx&k>RLtH29}a0R~Yp zI-ws(l#h{QQ}D6ifK)tfALJD|!%EVq*yYYD%sY}hpl_e1&C7yJv*kmu5Af}u*yh5A zgEH#8@K;M>gwud_(G!xCynnmL9(|0a9=0yqDx%k7?g-a4bj8;)D{& z=Wqeponp}I7M^C8l@Ox>2ee|C>xIbFlc_J%KdwaN^%(C7u=y*MQisRfs_(m1D+S^Aw!-K_FXZ!fE12h*Y-F5LA^+ zc+WV+C({}L@R3e{Y}Bm@3$t6koaIz-N97~wkBw$E-#p}6M}L#s{1xDthQGlyQCFo6 z>zpJJ_yco}AF$_^zr_URlwcEyIW0c8e~e`43=xg>srBh4zB`9r?CGFugHx-`uPs0G zOKKLRAqJ^WlrTbLa;Cn4f`m^I7^^u14AWj;pRyBcFm-ZTvAB1|wpZ|ssR3{o=eVL|3sJ#$UnmYR90r42{81#U83`Gnyv-1vRH{W2ty@azgt;`z3uP|Q-M@*-5o5zeGt`TeF=i9$l4k=}u+V{__ zmf*_bY`oRfEIevaJ6@8*|3EkgdnzVo=!i=IBDzP!<5Q7;cj@25Q_fMYQtnW#W#JG7 zc;YPXkIjD;BJ>4}JT$rF5ms!7R6O%U#w}EqF~vN((MTEM!&%2MM+Ne+FMO(!I~Wdd z&NqrX64OWrwLVaRx=puAFCu`EHip134F69NC&yj>gRg06zxYEJzq~OSdbaR#L2yA7 z+@m1+2kz#?bf6mf--7Vl)R>F}$H8DDS+Fk)!c2ZyL55^c=Hhpgro*W-C4d*ix!f`X zO5_e`zS<{_Lz%%6NS*Ih&BeDvAtEGk)h?N-!T#;sQviX3TO@kLMp+!3)yI)F~0UaK#1YI zCP)5dh_)RJ9kq*Y*%NCN)V$TUqxfgw=GF3g|8k+mkZ|Y8G>SyYnGw$6k*t#OJ?V1 z#Uk}S*23(__2)q5EJ&u|pc)(|VXazfwcwKz^TE6P=IgXzBpMWtC<)c7iH0{aMdDXk zASa9Tkf3+@Au}1XJ^i4(%^%e*!60w9*{B4puX< zpJmBuLpApmw{8^xw)reZL`0w=)8&EdlQkhl2M1$Bpb)LHAw)tqDL(QUsO>{h7@6dI zhWrhRH$4hC(RSFS*<{qgea?Af{Y;(TY}KIO=(ri3v!#|e?LHRnK0I?H+Fvfae7+fqI&5<_|$N$w!&}Ef(I- z0ZAQ+8Gzmr31rxy&b3BYY<`hbcG!)l5~S4e0l?Hx$0zax~dLUytUe2+xoK=dg@}1#0P>^{nf^A3%&` zj~M`((_!Y^kmw;vNJe;e?HsN>P0}5WY>e_2+eIY+x6yL zrh(OKW^BBh&DvGjp~?Z3eCF#bAetpyOO9zxGoBjaG5VH@m;HvqoMip#_C0HGUg|2KnhGI30t^7V)8XM~jAA)c-!LgWsjm z)AVkEwwP`wQfJw=sK$4@Mf_x2Z$13f*PHrGblp4B04o&snf?*&+tVxj_3#<7veY^f z>92U&6y{s3x{F3;Tb*dBz7KDpKIi=S#A&TrOVW6#1HE*Y(rdxbsJTSdb=Z83 z{2u-srA%8T1JQ@u^zf%%e-YOdO0XzWjqlY6N_4v{gd7+?o658!B`CkIs1>>1X84;& z2sbrJ#~JhtnctVxBi|7WWc4AvAayfmq{(5&owYNxw43|Id3oxKVKzw}kld?F_333+ zmE{l8r(1y=_ycGAZzq2ue9Q6BM7fIQ5#@TQY>(Qn!~X_o!5mLXPGIxs<(}*K?8Bn@ ze!pxUyeBzg?jWC3qRRJ$X1f)xdCFF7*D5bD#!}?FB0otoHIOEVGhLJ3cJ<9lH`m?k z-Pkxg^Ten^iE3~DQH=24r=PnhZ^$|jK5+{!=NtLx?gn%GSca($v2B7?96yf0^yTWC zeaj4@l|gbpI*YJ_=S)D-`Q+8XaInX6{A5xGY`H;9wYa1a3cX78DLS0=!0E7C^T4&6 zwj(4Wnlz0&)bkMIpKba&O>Mitbt*J*O-ZYt(1Zy@K_6jxX z`CKqHW*MLZ3Rh@djHS#n;>xn2PFW}e!Zi<*O`Vz(b2E_Sm@@%8%TT2lc< ze7P}TwHy9VG|0#J2-obKOZ_?V64zTsLX7x6C=J~8WSCS{RW0r86jMN-I&yA4JnvKW z%Y{p+sKk^~_NcV)s^!>MY(xh9JUXXC-#kjwf09<|fI;JB!6Fq!Zlio<)qLaD6)ouX z9U)3)F4$;49FuCd;)i230>NKV6Q{2uus8Racdw4Wn4dOu8?xeQDB>b%_wUojRzpD@ z^Bo+KIe8KTnm#|kIT>DVvdCaQ%FN$Bq+|O{a(rw&B2_ecwjC^=#7}TzW%;M$N_oMS z{IA}2>?ii{k?WKjleo|$kRxx^S(t-_8 zfW|q6qs>Poa%o?N2pI~~@h6`+K5btZ?M=zbtBH#Cc*EJD1GCMp^tXDnKu3(#$WaA5 z$gPC8xJuh)Ifk&Gl%1*m;4DnN*2uuCJ@YFZI%(G)y1a>uTZ>)HL{GdMBa%RaEWV7t zVSUtUZ6;W5;5W5g_hyP_N9D=lv+sVP7m^-JceNgTZ`3k8zdf^Z_p7J4<&< zeOH$+ubz&nKvhx%s;K#)j8U1Nsdr<9-O(FuLPPj)h%nz@)72oo!k>|0WK?VWWbrA8 zOP5UcQR^F-3w)Ua6g7qj0-Wd1{SJ4o{NaXm8t+U3vo#My1Y3#V6W$9A8g7WS2}BER zfsxh9#4fyNbY2#9c`sr5&)m(Bb{$;D&i?!XzoQXP=C1vWbCU(>Jf|;3-|QXfDZe9k z(iP2XiRGAu*AhovF3Vk*fUJd4;0~V$MfeHQg5Q;Wvl*miBw4un8L}broM-f1gzAya1v)3d|O=X2>Dmpz-sR25I9wWA61xyJS6r+dFP`DUYmj%hxSktAT zuC@$rIZZELIePR`p9irq0zj>my}>G`TOiFZ!_GtURjX%PNgAaF3Cu_+i5#ZW4}T4B z*Q0(=(paO7mJHkZ#UY@F(=f3HAyfPPhpcqsXgIf)&mbley1V;)RfN4vb|Ug;%g8IJ z88l)BSSIi|v%E+qhH1+Qp|x(XJX%BW}>wD~AW~VJ1DX1}jyX;xh)2 zdS7%oNZRlu_u|w7%vlA))7UxribNzcD|)5%`-awJ8d(Np@Tj!xL~zJ;!qxvw0Mgs$ z(BIBMINW^kZ$yP3+Yh$B%WUO&MPs}+Z zafoZ|WUr>oqjK<4ACa3(XMb*H(AZ3Nn6qMPIHJKj{$wST4z;%-l0bUD{==E`%11F% z8HWZVV@j7C*ZRiAt>-?U{Fkrex9r`GT`i5N<>1;#k7dXC8Aw_guk%2^Y3E6OvBo?@T=$4>s3?fJ@(RxkEU~Lv6EH zAB^UszIZ|@al9JMuS-7Ll2yjibol{r!lG$#`+ZAG8`#wLLyw#m_vfwJ*Kid2lwm%to@JT^pn)Lbe z=T57C2wt}}c6mx}|6np^KP)Nv_Vl%fUhN}8--_)};kgrc0|)&s_h8Rwv+#%2h2+sE zYfcJU%bo|HC`_X8tm|KRlsXdN^n^Bf_*gSd=NfwWV;)P)f94`{jKQ07R@?LO{~8b| zfA>nl=JRtmy@o)~&e_;;4zfy^y2qlbe(a+SXTrY)77l%OwvP<+ybtyrbRk{^Iy1=td*a22DQa!s%uCDQSu0pz?HY+Lg-O=)m8b5$h>$q+gfB9JmI&U{jFbO4 zt4BUKV;Hln?{8>(=lh1n+Mku5y{sQ;7XLBe#NAfLGDkBqdpttUl{jyN)4n| zM~)yPk+f66mBO4-^r0piUIV<62(Lztv!&kpz}idw21+ri2$RlU21`Ri)79lEbj*)d zfyePpAM3m^3iybkRBlZ33_(;3W6!y)aue>7?UhH7P$x`J~ zktZiNUF_TihvrO7}x>CInMUn*X(Bk zk@9}c;Tsl&RRagm*1tUm{*xP8wQDUC8y6Hk0{r!{X74j+i`N@sDBUhf{ zS_s*xb9Q#V#4BA`&&M$vKaJIyH)nHFC9>oEC4R~|JKjp>NPx*KrG1L|x~-+{+yn-j z@(6-FM8M`x+>Q3GGVEecsB3Mu_!#+UPdH}H#%D87i=o4?XyL}a(+BF=P)GjF|Sty1{Lvv4Yb+>a`9 z+3Vs&wrqi%8N}8Viy`M!4kydtp11g_aPqyE!M>jQbj^nBZig<4dc*xXMZCr0ZKg~r z)iYY1&kjVWsbv@Y%w6Ub2^c@l2nr!&D-JA52V{w*HHxY;V<(oJsfk(3|Sd@zV2_>mlax*o*r7`?JxwL#nr+}9?WFQZ%3LP-Qv2f zU!AqQdOP{N@C1K?`db0hVu7vlpPyvWIPzcIlIJ1(P_xNCrawQh<@;-__BBU5+-jGC zZthH~agQ_6Un3{2nMPdRu(k#^^U%UYOJ*7R<0#9vBZg#CdpE8kP5|YoXa6WS-jI$n zYpp|zU)j-QeX{pHCI)7m_nE_M2|0Pj?43t0+zGzHg!_A3{@UR^YkBj}tCT1p@$@`M zdK@1Sd!-(eYc2DAr`lQ0T=N#EEfKsM5{s}`5(J?x-*3VXGDvT}Sqc>5O70UKlsB>= z^3C+-dW7xR;`)@{Wqb`lQeAijBuk4wNv7OZyx$F)$LMWh4*5YFTp0`RV>PXM<6vK~ zzAOKeANrMnb%M;vkXp}-h??0Mj?2cYWlrC-`Ih!thRn1Qa#EiQxzae9wtW3dXxg1c z7<+|iw{+u6523ks5AxTuk%EC#!u)2t4@;9S!>*AlJ=~OphL|sP7jdOFSzrC}NQF)A zR_!@l-1=x}ZDRt0F9h!X^ z5AoEw!TG4kC4+}pI zp{?S(@o?MW7)uCLP%-)`>E3-O-TlJ{W-;|OfV*X3OYthM#*8cmhz#Jw`~FonT7=pA z!?*(fROgDf59--pdOCXIGZ}Y{6A$?Nw~%V)c8xWN1`(FGW~2JN0Uq;N4(bl=do39o z0K~?kOcQ$4rnUk#Y%ngJo7KqXT{W3-!S?HEn@wvR&~Q42^9+A?oqenWdt2Tp@`-RCI=bWF*~XMjD~)-c zozG8Le)7QX!0g2_!EgN%;qz3kPkMe2pkuL2%DDM**xkk&PnoS>gvl}HW<$Md+l#za z=-msW#@Eoqd8BU^c`{G)Kqkb{3yBx!#L64^%uXDfNfTPs#U{`cRW&x-I8T#&<@9V; z&v!yoakRlEr5g9AgUqW#{1btes#%xh3Ay#li3!;rgYyny#fF~TeCTJ1~{f4yQSyI5|0r78py*S&J zXTKd*^|lOZ^SmA%zWx5;>*v(8NcQ(vYp%_t?2lNGXulq7BU8j?r3Q?zg*p+FcAQQq zgcJ$MS@LfZeyI`tK}JIu($4v;qXvr9D?~|XL{lvGD@TFtrEIpEmI4M^Ysx3&AGTZ2 zQtlBvDNF?ndf!L?$87n{HzYF-h7v2??^pM39==xb3Hiojv|N&lpmVz#J2zJ)bLU@Q zTJ3KBQ%V&K%9!4IR-B*LhCYTzl#GtP*hjB3+Y2vw?F0^KCTP+Fc}mcoF664l_k7|V zmd^AbnsUEQDh(0kBpNf)fIMY1hK@VQv?c^6+G;-Gx2Pof$TiJW3J(is5D}qp zt^C_?QLo@B-KEdC?l`q@AY=jg{>x3n05kQEp4ntsJbp=ksH&uc&Bm#nF4>O)yG54Do|qi69x4$*g3s#Lt~>M2#GtF;?J2xllQ?0l4IlRCwD_v zmdc^6xvdH#jKi0@BzY|%g+U*3{+jN!1kdhnt(uz8rKYynA8(H)106 zqF48wKlROx>h!$jxQ6|m;*4cId|}XRnLkqlofHYFWKut_`S3^72;%uQU=Q)Cr1srJ zTF@N##!5uf*0yuL?$GGB5#r#9%S(`aqce#n2H4{cU|>r9iTuo5Y#Z2{BNI#RR;ZvT z8UE;DRoJf~TWq^$1=)HqKdOJtfG>qnFOFJ?`gN|(_i@cPqov*D_BxlUsvm;~Nv{VM z4pga${03aEACS&cL|X+q>c%eS!8kkooG3~c8cf+v*!}pq{$SNk_&BcC#lWpFs)!pc zQadtDNw5z$&_&YK=2d6RbuBdg{xQn^aYT@U z%y0I>xuf6d{Fs}!nfee7GmD^^!dHprw_(1uZF%hBU#j4MZ{`A z(9Cp4JcwJ%wr|Cf-d$6Lr}1x*huK1lyBlXSJLJ7@9~&7lPx4@1QM4j(cf{($8zp$O zv(_b%-K(EhXHUjTTt2NT$oM1XC}5FOrO&O2aQy`zewwek=_B5fbo3OdQ9&em&Ek)z zw7q%+?01y0PwCeH8nQaVa-^CO8h~mcp<=F~f7##~6c^`|CtOaCM5O4}=Kw;I9y1c= zy-UQP?|QZPy3HLH^BVISfYKRPJ%uQWreM{BvOm7c8$B)V0P=`Mr zNdcv6UeA!CIflLlWRMRNmJbFB{JxQ_YDy2;J8n{;q!>q{CO#&9`)jBPMjgygI@tq?n?BDaT(0!s@L(^?bZ?@y{jiy+qR>Hz+x@eM5Bgu_U(S2|Tn43$ z*w&aS<)ao+qV3bv0!XaCgnCJpZgX98@m1%3?X|%a+Z-BDez|aSVKHT+BWoh(K72?p z`o$5OWTHNHe=-b(He&8kd%l~T)xzjIY=4&`^;4bE8i%*vQF))DVO}-Ikxp<%8 z{$Tl`kns|eAq#s1Vecdp$dy+1T91h^OU;6oJh*NLdBdD`+L??cAvA>a!=I*_Q5kFv z`0M&{4P1eV={O2ODtbx!^J$kVzSnK@|HK?%7X3{}%#SY~E|#yH_}ewnkb*wTnHwd|&zf zVpdE1VQLHGxrp4|^@q)+wdb%dx`@OECIec9HZ2B%i^x6&od&|wCM8Cha5MdL;#J+Q zY?jTAybZc%3#I++QZDHVFSVxE*+^qHLzGraDi|Ew&6_jrA~oJ$zAOEIg?(pKQ{D5m ziBX7jP%BfC2#&RH`)Ty;o6s2MN7Jnsj(Ck5BQp z{vY0~e8^hKP0l?tXJ*gdb54>-)yxrJJ!EEN1W5UI4GrQ$UA`3j_>q8m4z+~BUlaz} zeudx*wWgPyd!1H674%#)oSTXG5wEpvsPK4J;xdzC=OyDOmuIw|qFTc;DQ$ANzl`Oc zz(HPktQqNQ_VNSDG;4hwXTG86OJ~VS&w#*)cmOa5oZ6Swal)THtxI!pCC`c-GnvP} zw+oO`?d)E@0d*gru6Cr67Tx+{abtVy*G1G)4}qn9L$)sdM6O?WMFbFxJQYThiq{Ps zc7NRk<^;fWYQ9&Ip&I7<{t)HT_cn5T#%y6QywM%UMZ(ejpc`Inq{b}x&nTihD*d%O z`e1`F4mK8ruuAioOm8iWe^#wIhi*5sN=s66=K*=8 zXc=xcy*OO^ri>uLCIEHatMevwfFp*j#?5Do9S(Yfy1~l0ElY8Uqk>{V4|kJz*MwSl zOrO+nA#YT|7a{~iOyrdvhy&8;V#*fX#_)FIUJKJ_GLNDkNrzXV$(@>T2?^z%n2T@p z@W&b$aa90R#JaPc3|u;$KIk!jX)O1mdGr7ukMP%M^V`T;+F#k*lphkK(z#tF$~z0O`;Nqn+_jOY*QUexy&T5*FmJQY zg~CnLMU`_uOH|pMI~b`rGvPjhhbqbPwKm znnsn23vSoe7IWh9ve3&E>A`x^eulp&M9y9Fsqm(xkH^z@Wjar;ZhXX%FN79ad%aKa zz$|ZBbUM>MC)DTp&E|zi^`2aZ;XJZ^&MSE9(R`kDk2`bW@>({@+iwGj*Jk)oNDPqP z0GbV8@`q=!Myp>E7u)xx^EJxu7KTZ!w5(yzq0I07Otqv1eFdZYXMm<<>E!VG^bEJK#&uZX%lD z-QGH@XFzNXl-1Diaos(NF2^`J48?<1Hb&>ZIuaC^m61%%W2cLKyZg@Px#6brzm#wE>C^xn*VumqHVcbr2hxVLdQbqgn{>3w~IfTpWG?mX&ckM(0z_BCw z{v3@{(^E0$J~q8L{^r5ZRxC{%mBLH9Szfe3sJC+sdZlr4M`UPJ?ibb6Gcd=mWtIna ziMfmB{b4~iB39#g{!=EWDqwp1aU;<+;54?`)}~Uzti&KI5WII{PvXgRO(ZFjA`Vqv z*YE)X^Z9+N3vu#gr@AGk(4C!~BF}xRu}wGc{o$wD4Zd}DRimQ`Ni`9wy;sC}Mti`;^j{FWWW!PPJzGIO~HtyJXMlzoaSb*_O`%X;F$)vr5$q z7b3pV2yUl4%jyi+b}}Hf5D9*5z#6?7*c|a77;p@HEUXbw_PsrpUgr}*%ct<|&g9!d z1c;r!r_dD>A0#V?fcnlxr()z9?W@*_z<^jUl*GeEWVvX#ioC`*r~Rzrtb?Nu`?w|D z27ItN8F%{=A^;htZrfl70o}?9z`pNx(&xV&*|w|C%0LySG9jj5j)Q6u9^RjBB>4`? zniLrT9r`swze?>_yY|?cS)F-8ue00aaF5wW-KFHi(*bcAsDlVRpS%WwA<04hcbtTWho~JX@1&Z=*G-F#Rri9~gKm-QO!X{qlBJ`dS%hxB}`1^kQBu zQiZK1Gs18)bGbCurk$adjeifiI~s=nc$6B-KYX`?2*H2;*6+l?g>GKxPCpqrhrv}*ux@$9~;@>?GXy97W+Pcd-9|TLm%w@ zesNkKi6hu?u)AtJ%U?^Q3gkRd1xi26qJ3$K=$(gdkN5;P_VLA93-B=U>S z>khW78%K}56H!qiQz`KM*Ll{tfT0sdDT5vtQ?&6H2JL~)VW5Wl zd-RVC?uS_mabp&OIc$Ve17d#FqTU_D^y(a&;I3Gw#r6ug#6Fc1M@#WLLBh~}Tg^$w zhovVA%a(`bz3^49Qz>wvYCM!L$TWXuxvDo)#;h|+s5`sh;HS5}cFa+3J$-+7ja~gj z^zBZ>?$1;PN$A+e7Xh1Q%Wbk0()1lalh}=Z{33tPImnO+sWlL0-yr_J#5~{zV|w!I zf)HwnE0iR%RiMvK%*%FtRXtsy?Yk7E0Q1$wHAmZW{9G~ma?A){0X$tonGRX6*eIfk zPpWCysbawO>vx>p#(;tyc$ z8oXah`5bxIJI3!}qocyPaYF}RXtxt@8(aqJjs%#y7s^m!(s*_CI4iReSfsZsnkJH} zt8V<|YK(nf)9!WOVGqnEI2keu{rKpag&<^AL zGUBp?ygvH8o@){`f%ux~_3sOCh6yz(hC}j2EL*fS{eG5W;u6w`yo|(47MOL{()90A$CGOD6u#Tl;F=lXh?)~XkRj88>VO3`n=7GDqScqW^rN^$brF9Foa229WF z#NkIz=9mgWUkZjTs_+SW!4@7bd!GkrvsgT$UNcT>ZiFjOK1^8(#VA zc*A2Q0#v+Y&BN9~EXG!Bf|_25sNodnxG8-fpvuaG?8T;)R*TP;^oLYZFvy2>2E=yo z@_9133DT&pZOFd!wCf#6gNG$JF}a^Ewh3pTUyP$)Li=3{MMRlzMYApI&{d5?IszV2 z9+`%nM@pk`wkkh(O(5|MLzFvOC*7ce~B&A)#V^O}F zCiAw!-)f2#PXrQBMAYq+C_AT^%Q`KHnA9C;EI759wN9?tCsDq0+)r0xYxS7;RmB;C zR(|=1@;cKr-%od?Yg!Dc{;CJj9noYF4qM%iKO@en0fM6$JO71kDD_!X?b>Lp=6=cX zfhQoXs|BcLJlichLoK4krP8!u5LTq^=)3AbcDst*mT=-3nR!003^j1ryaV~=xKSnPsz!--% zkKDM~nJKro-%!N-CLhdDK>;`9+?@AD1YVJQAE@j#+x+b>Tb)AW$ikDzA&INe(exbz zMZpoLG%uleH|F46K$%Rr|2DVYLDwQe76D3c{$_C0HxfTaoX-Qj(oCC=zEW( z+;#1)neGf_4y&nxOJ<&SEm0=K`x{Uc|HY-4X3VLQs_7hSracdw$~BlvLtKz)yu9Bw zIrJ{{=Z`H4HK$XS)Ve8D&uD|(;wpDhEgQALkc!-J&g;r=ZUdik_-9~qn){W79%2CJ z6>K)#(EOF`Uhdc3O7G3oi4g9glI>*8jSaL7-{7_wCkKOnpFIDNbydaQHo}(`M5M`R z|KYeoH)-zG24!Rfpyqw|sgMCv5AZOzMO!Hy$!Ok*qZKFofu-K3Tx1^h9C0#J%392n z18?aTj7D5CvPo)B1LTSmkKv#?X{e=&E*^)((VIjw)xL4)=E?+ZG6`u=9D`ztxHWZ= zyDYKvjFWH=6)DfkQE>Hs`kOT8p_1?9aqKy|VLxK<<*agcje2sSI$M2XTlWc#da8w| z-xZm7OCvzT<$ZkReF}p+yjDk)W0AYMi=i#shx}`2RZm8*cjz)x*HxfupZ?!zWyb7$ z(X*9Z?c(Gtqzrx*eX+zmZ*F@`FJ3?$x-*!Lk)EXT_S(GH81_VSsViB`=$< zH60q!1eXI`O*o#Hn!7upc%BDAN(=%}5p)o@*88!o-B%yGTkN)QeLfm#muNqw>u+@A zB$(9`_k0>3f0zUj4Z38WXGgf2z7{qP?s5z@=(8H`zl3NCQb&~6jIi725PyH%f6o0% zEQxH@;x+2mO-(MabIE3r(j7^>2-!!}lM2w4G!Q4Kj%>%6gQL%`bkgFJSqux8uFg;P#8CEv1qp%VIkJMTh!@j_8R?Iq2^W>T#jtYUK7VArl zQ<-?YW4cw>b{h}Fi6F+R!a)oI|8S{P@WT{{01IZX%ak@HrY`0v`ywny?jlE~yQ?9- zTs)xmttGASdgE&vgs`ilL^-W4?&OSR{(a&IGQ?sveI7&eI{*saKniq@}JZA&-X?fA<2UKuN?^UjL=Eas2 zlB%ha&pYBv?cV$NY4^Du*#NtXqNK&WadP`l$EG%tijtr44WTPWZgU&pjeP6vZ{3f& zy)YK=Zw0<$N|I$-#y@%jMY@T6&GFd~a7i{Pq>Hmkpt2UhMOY;{??yMK($XtyoybZRXBQnhEsV;V#85C8PmM<&irnd}Xl9Gwj=9u`*0Glh8ZtY4A zK6brsva;L4%jC;~@6gFH%B5`w?mEabMmiF^wRio@O5FLBFOU z=FwwyMf7(JSn=5#(JXF^AL+LhQd+KoueVoI_5ByC&~7-7{Oi6RY&Cv$qGw}s3?=<` zCjo_2(2a9W!MxlW>aFmCuDmkGF;@^W5PKL(H0^Ie<$4SQMTM)Ja}fr!>sM3(|8Du0 z1O=FesuL0bDO&>eRgDcM#~dhK5Ph)QxQUdmMT;%~?R-VOn*=#{EmY!3bmQfWrj@rT7jHUs^lR2N%{w-}WSKRA-yx+jLk)G2I7Y0cVZ6C0vi$ zKP&^VTb4`nfH2@L{5Xa{*aySVJn;s^a_T{?`QoD;L4>r#z8WMocBtsHkXh`Q^X`-IRMMcI#BH_gc31o<~1sH_C@*n`{6f-V$e0rz+ zY}%s}c9X3Ud7dvT2l|lNDchL&ycVqCWHG+C+OZ#R-@xY6>MIv+&bUq-elOqhue;#2 zc#&Krpq4nBFtJ6=#P)B2Xad)b4-Xo{{WydN{1?^~ZGI9|l+!GAae!A$J!nQaNdA$0 zwHOhgxM@M*PsR}YQF!vEdVEeoy5)g?xvTgGvlD4$&+oMT_B!7juzHrH*bul4O&N}rs z_17;y4q>R;3K4`@*MA}})51A%C+Rok$*71=!mndkH7}ya+X?|bevzry$(!L#jX`6% z2?J)}OX&l|0oyqvsH+YLSI|%YYD=AGMvMxQ{1lU4GZtjY#mD)`|ES!5I{>khA7v-$Pbqw$8B z>ZKA85HOsr_krKO-Smo8DK;+7e`x4QZ<+`Nwsx1$_hfR`%Df+~0><6-dX3et2M(cK zthrdr`@C1rcoMYntt6(i{vRa@m+4FiD0@pv_@;NQ_t%C$8Jx1jI7J+`Pb{u#SJRHKoU?Uwt#(_c(_<2<8xr zeNwM`6unrJh}En28pkm;hz0I1s(vc-Z#g!|{o`j?2BW&-LPF<_7sYH1`&ri}*QO2} zS20+xn|fJZgnm1!+Eq@hf;M9);H26Wqp~azFawQ1=dq!ZQUv;^RJ9kqnCFvpJvZ!3 zK}uP-HfVrZ`4O@8Nd9;4qs1f`il^b}{}}*T#8Dm5OW}OibR>U-a23=FJ-gRn-n025%H#d~4r>nppz( z1?N}~GICDsjL<%vGRrt})Ii`P>hH-IQ1=0IL#7=5V=y89sTR2Vx*{I;n>{H(9rGKB z@sYi_)@V*s3-X05DKOFQ$z7~YCzAUFb^D6htl^#iywCj=YQX({1*uw4@aYnN4Ma(w zM#yf6SxpBrVIwG}oPgW3v0-CsW=3-LNYoULi1TAsF;l-qg{Ri8bu&}v*|V;~#;e3Y zjtS6&C|Z9mwdh}a$S8XqE$X2jgM*xJ4JTZH$bxa!k#}alcrWiv_lPr|1ZnAW{>8+H;%t2)rA7_He5hYGOC(!73S z0IVDWJtdEyH6Kur@w5pyB{gC%h!%xH4T@e$l00QDGL4jc z(Z?pO);dzCUvocpl%`W#0`JHsYd_2T5%Y!YyKbZrVP2aS>MGIESGkOyV%WPG03wFp z_EBCSi1iQNKRGD-yJDBdU6ojtrKQX3pr{KFu!S3!>$a)){nZa^ctEC% zExyulx}y~3;(BY0U`zyn2~yQ6JAR=Z#4q>DZMu(gB1Z>mY2!Dq<7msq*hLz9MM>2T7uA1CWMDB}$Nd0FD4sAIctGW>tV8>7RR2w+VM_=> zHS60lH8Li6Cuf70lwtcY}Yb2BR^=OLcgJ@b=y z@~r>HbYeb9;y6acOVdc+Rde^Xq1&`T1X99z;R7=nd6*{|M>23%yBhwhEsGvlE-?C^ zd(Yw;J46e6!;NGcQ%a?Kv{3`nPjx`uyc16`pd0_Cxva;a1gWf}nifzFlg;@cgc#&5*_TZ`Z_iCsD>Ch`rl zS~Xp_EYpCPHY})&FkwW2O+K2IDQJ&m#6&6j?!Bdjv3L`;_O%2P^=i<;a1bNgpTlUm z=|9k|P)+mFA+|7-nZYz)GA@9PnH6Y~i}8r;;$`nZGm`m-rDCl?@P9D{F4I+F4anO9 z@HLVEW=04}U{LINo9N8K7}V6{ID181gER%U{S1u+Iq(d2ia_mlTrdS?j! z8w9Rn98pm0N#IA5($9Zfh|2_PTz&mde*UWhJ0ucIMB%sa{P8^W1G0ID5#_&6wnjj# z{PPn$AfRvb-?uMcKz{;4?jPU5ql^kAjs4?0LX5zo3IF>;WOIO=^WU$87$si;HYNSf iP$2IA|Dn*$U0hvS<8^6_lIOhwJRZtDk}Z@r4ETS#(=F}* literal 0 HcmV?d00001 diff --git a/tutorials/synthetic-retrieval-evaluation/imgs/2.PNG b/tutorials/synthetic-retrieval-evaluation/imgs/2.PNG new file mode 100644 index 0000000000000000000000000000000000000000..ca930c9716bc1831a05e068ee6851af4dd6269ac GIT binary patch literal 107113 zcmeFYbyQSs^fruQp&*hnqymx>!_Xtn%U9Ts!WefGZh-q*hNbqBvvmchGEejf`93r|i~QVk3177PpP zrtiHwz+cdmcf^2SH(bso? zcgQ!x!ouXrNs4Q@8*Mf|@YYyL!(_azuD3g$owl!58sE0pH5@H%)~vQS*RCVcXPsf0 zpw)X|NwQ0>3Z{K6$u8a&6mmoSC(nzUIMt4fI5>0B=aW3%(=+>Wa(5-hMPT0HlRo3LPrnCDWp4|KM?flf| z>J}EZ>76$ejUboHGuOJeTggMiMcPzvmO4rP{?msq?_$7wY63(nDxNWSZt-%$UR3u{ zaCLfHIXJ)-64?9OLLaaF^nakX(wh-q3R zrV@d8<>K-U1?MlDzqsEByZM+5@|{h?0krMhzCb_zS-^QQs8|EVLiz7|Kl!D4;h3_| z)B}7%O(Ge148!$fm`tS)Znav+$(iAQfNV zG`*t}z>34ujH`0iMWn^U&Hc*B2}~vCJB9f9{=fI4Yzt77lf$7B_13xS#%~%HhCJB? zcIor%Fi<5qQDk6oSsDE2&zEZ_-NYG$6tKBly2}UrYz0NCYsDIVvnk zBJiQAkx@D&ot4(y|9CCJ#591$asQ(|5MfB%uYhU(TT$ts0fpr6$@n5t2a`};X z!xOk`*Z0K#UU<&{cm(zJ0yts+8A14Q80gF0|NoYM%=!POEe9WmCyk6~<!$Pj$d#S3a?`ij0eC>x_;*bt|E|e_7j}?`%eZa(%X_bb@qh!f$DxL~ z=*8e3I-xx-mN@+6l9G}Jz8LT0E#uxgq()cXt7ZJ={0UgXO^JWETH|!0s)+em>|8o& zOCUbn?{d^Hcd08u;_}5HTm}B+%ae(Ex3W#~mStSe9)89a1M1HTIv=S{WhFzR`lRvIL}}vvWnmdnc6B4pT(S3tQZL=|}BN@<%7+uS{YH*FQJeYIv+s z#KFvQUDxi{M79`fBkxkzb~_KRym z|8goLG~Q-I&Tn8jlO}|V3M^L)@-cLGl5-`5h{t`+KUwg)v3#&@V89F8hdDiWuB9bS zGbeRmS$?%rOS;}rnp-N+nsENo+k^c-m)oLt%Xh=yv+^rXJh*>UD<{_BIajH`ONv7mbaU`5Sw30 zE5DtXwkD)p2Ud{Q4XlyXZe*A|A-~7U3^51<;(oLGiVSjj&m7g-+WISn>^N*b=W|BS zt)JZ)el!?mk_~SNN3kNrj#7L?Q)5Xu388x`!CN31P$pD*d`jKd0BId^d{?~ob3%N; zQp@SrQmEM-*YvX1(PH^@Y=MzS(3w%V7v?T{DepS#XK7-+4GgFW zI{wDGJgRQ?|Kqdu;UZ=}zR@3vIG<9)Frrs!XP@{hU;A4v+^Z-}C7d)HaOPLWI&4~x zI0(iat@c*Z($X3zIBZeGyZbA-r|s%PXIB?N;GMM%;nEEo8yn`Q7V&GYxVn#_-@Lc( zcosix@}_G|@cJK9up+OE;?`_4lpG=vfZHEIec*};12tvdjs|C^Z=!EyX=-XBSXny} z#!3Q{NIN6%1BxXMsv0IqYTLkU+mDg|`tYc7?zR?;V^t{}Yl!yw|AUo!EQu!dTEE zmrnC!!yKL|5~Php9mVR5Gnsq~-2k(jvTwXl4lxYw`m~|P3#%dMkiJQAKfGw$g^S`f zDp5V=w=hj_0ZDa-S<;T7H@-wKn+(ybSs_+Ik1W97rpTnBkITn_2n4sl6#XM@UJb5L zj_t}S+BLR8F6$!zTkstcsuQgX`^qaj=wUqM?Gnp`lmKm z;$4HS-zu+BZ-l28U08bls>5Nu@TU_mcN?GdX6JBc2EDQDVG4yI{ z)^PA_EhrvKoP(nP@0-Q*Tfkrg18K`GK*z*Cm;`Rw;w6Jnq1#%xghDxfqt2AWl3qk| zxLxmmal3!8+zAn|MkH#&kRT5)d*(IDpy}=V3W`y+g(N~>~5e2FF!vXnTTL=;*Q+ZCiLvWBMTvT5$9YAPhle(AN;KN9AI6?Z&$>iP9+ zH4cdyE@M|W->23~+{a?;p?Z3S5t1)S;h5jesq*)8G)HaDG*TeLQqW5(rA7|$y_kBd z_caO9OAp~3E;PA~c&cxLc0&<`VffKtUWgpAA%DQYI$c3YV^pc1t3P1mf%LjsV)X-BJ0X7mh*W06GU%}A zxXbs%at1dd3qKG&g%rW|4dxN8{nh$N&&Zow})y^GVROac6Xn!wZ%0lvOTtLEusp) zuN>B;Y)jP9)oUd+Cu>dIp{T;x_Q#7Ovq+RS6q=2Mv>`5kbL$x%(B_W#un;cOp4O$? zKn>&N_9NCg_4N1dJR9~^Z12^!-Z{d(_ULqLEn_&SbiamAaXr)jK<*6FzuYPJW}9o4 zRVcuA5534;nuC8dt>|Q4rnc{2M@=Jr*A!Vf6<(J9X`!g3F*w>r3@&hYJIn4aJjBbk z$Xmu~>Fl<=Lr|8kmqSiC2~okJnrUP^P&Rh%0U2cQ8{pPMD+VeyS|&Xs8>0svFr?weHxTC`=o8IWb#H(#T4V(Nok zRLCF(D{0NnA)U$$1JM^^Ky<(*8*+s}@9yh=n3feP63gj@(0o~x$dH$S!#(-`IJt=N zwW@%AonREsKRmXj=woz|wY@b+XyRX_YZIko$W zsZB#`OsouE!X5B3aQY>7>sxVb`^-RSx(W!Hn*HqKvalP+G}jATBJOwgr`HGv9HB@*E{xkbs*+~>k6pi&g(p4GRv!GJZiOiKt_X@_Gh?9^41Mbo#DVK%iC(5B^|aax7Mu488v!HBF~l~_Mpwo0f_ zQRAclCDZ`pBtojq_1-zMG)lzMn+p1G4DHxZ^f_GHwlplM{?6d2C&c*jlI2ayn;z)*s^1t@w=0$-nJE2q~aj5{LM$7dSdx;{tV<5 z4C^)?nH>0VLV63tt>A6{{p%~e3RT;fy7$Xsd^HO~lPUR6G`*E6HyYLXf{q{LcZf+W zQUTBRGYz14C(}c$zLy!vT(_$`VI=ZV+2}Wk>=e{>%_a&fA$>}@C{#MM^-PIHv{s6N zwV|Q>dQa3E3|ETSp;CpR3ak&HIVzC5!Srs=3~MGP>?HhS5+Gaci>b2EWf6G_7KVEuU{j@ShMp!aSgAq1>>=F6O6E{e&uAA>e6DOLOh4n)+_ON&#@}Q#i9%P_I+a|1Ae0SHxoG6LQXHZATs+l*papFQ*a?Uw#mDF8+9xH$(43Hvo_^j0M6n zFZC{05LJsLQ8|j)$s^nX7J=|o5;>o8r`nqRp=W+PXSV3woLBI#K53atd>frf@151?X?EZWa+ z+L;C{Y@O8JmoH6IDsST$ES&&p_z89`y;3UL-HjOuJ&bjEL(-NI4*%52StvR@yj#D0 z3__?K3R=QUk0fXjkB!K;9ecekccpwU`W6d;psomagjo zO@y#nuosCVuJn=^`#k5ThZ!CHGl!y-F0OF=zJU+zOe}$ce7XIntkXMDrnit`JhdtO zUR{ahhhMC-4(PfpmDX6DO=dge=>^6M`Ha=i$Hq;7{PKCeOTtorSkb!4@mG=blQ7Vz zGhb7~ZL!7Q9_2?o&$Gs&wJmLi%~acS28PQTY*Gz~&KF1sjz@aoH5Ca~?LUqS4r%cn z_KduL{A!PHE;;PG7O(0V1`%fd*=!?|EV~Tax$Y@JveZZE4V3 zO+Q(MJ(}EDiKq(JDn3~;#4kiKP%i*{H1ZgUd;I*X5~5B)d7!><)oNU6b`qz8wT7?f zDu9XLJTf##AQdR}owaeofVcm#R7;{U(bp^ie=SlG8E~6v{=uS_pjT~2(VcQSXcxa} zwv)n=7jYcs(N+;ueudr3g4UW0Qo3aC?eVc_ltX@ij@O+?;)f{N9S7Z4Nwl-7l`i95Hh%VSPGQgNtp-bE`M#K*9{ zRBOh|p84vW{`=XS8Yj#%<{x(U9G+xW&Y+&%_p+t;5&{-y{r~_ z?_&Si-m4Hg>}lIEQnTK-@vbv<_Kytvy7mcB=g8t%eI59bbty{)CqybVR@yl$4V z`=&Sjs?8|WJL)*=CIS%OKmAg#4aFnQYY=Hq4oSl^ALx}DOebbJrb!+O&zaMs$W?5V z@D}}4)#c9s6i9|Oil`=Tn7e&K7+uk73pQWKE#v2vM(Z>52{RukVl~<7t;9zz5jC%G z4OcJO?9>3f-9Pm)9^4ZAa}MH&++gcb_-R4>lCf4kTA-ueN%? z19Hv(8X$dpl=sPRptd}n=7t$4U3E!^jW0G|2($~>tS?^KlU03k*ZW;JR?dBrSC076 zr(b7s;~4cGJV=r2AbIvPvG#1(ywG+=N!5eSQnlw^q17};satQ|&OUuW!xY?ZHP`}A zHT@G$rM;+6x`)_S{?$9cNztZ<(>MNZkgmiID+7tp{eZ!dLe5&sb91K|k@qp5TkOVZ z`;|Vska>^~J}ymF2jJWDVaK-=ROs{niECAjGtfs1W`I5kaaVp|pkk)<)1kUq6ffM${e%x`| zd7K&X^g}`y^>0hmy&-ueY+oXIg||7c?&E7lcRApb&K8XehErHBV$Hywch5bm^EllK zD(BYmw%@&bJNZ=og^N4$b|5Txr^R{vD!z$e?SW~YJblW}PGj6iY}nS3+E-8hwGNTG zRFe>7A5e=e&ku0zW8>4N6f?}PQb%GVqVN>l{sM##&-l$+q4&fRf$gtNn?%-mo9DSB-BAh`UiW()Vx7zgd}{oj*p;O(AMpT8fY3E- zRRf)T_wKs*xxYpQO>$|r1`MdJ8H|xGG64ReK(nxDxH_E@%Tf)38OPQB@M|}=mIXy$8qL}9Q z2CuuD?Bz!1OH19E3`@6Z;Vr|BzYU{XOs5YXv`^+76O-jko#}H3?JEeav_B^6Q};Bv ztE7C!>hWCN4fA3s`&&It{e1I&Lduc>AM5>$oO@2G6f84Yq4o?Xe*)h*p*0yFXgjM_ zHMX;3efdL_q1L-hO(78udBOEfPb1AeJ0qg)KEz4x&66EdhAI8B5%>dy1vy# zxTakoik?wJIV;G=O>MiMAGEL`KMP<~2>@l(+n_c}Fds$|ni)14Y6c$ZuEb?1l6DlF zx2)7yC>V4|5}5h{CU738Hp4I3ZY8h&7Lmr9TM`$;T=!d7(9u0AA0zt3?(S?LctPr) zEesGcoz>>v=+-%OE{CeQi*>cw}DJ6rF;V{u1tlst7=2WLy(KPR&&}ZafGBiK+4j-kJ5}=msC?SDx|P5yy`BvteDf8LI9zZu?RG0RbaYp z?!5x`_QCZmCt6ZyPTu~~gjVU?oW0UYCxE>)LdGyI0#M zN9}BmgE?l7w8=Ul=H>pn@dGJ?a-42}H4!K{~u% zWA7H9YW33^&uEcI13k);TMpmzkKhIKzs`tQx7tfhCp|8_JlvP`Zj_Ycp;7Jf*Rw0? znM*7cN_%QDN2T}qGD!GgM44N3lR`!=CWMe>hTyoZG2Rq2KdjX$NXUi<60K^nyIs*U zrG9)HaL9dtSy=eH*{`zREl-h1iu2*Yb)A(Hi6aUD|o{^Xqkb;Ev0^BShoLI<4S+L zA|hGzpglOpqdHY%xGM6k)g9lZub;L?X@d#R?F^QNym0?GYcm+!;)v^{@&U*fQdBWd zjGPQt%8lK&_i&>6dPvF-ya2y_)FKg833c{W8C1grlfq^>t}dCjO4B5|_ApPHEC?%& zY(HmghJ8zj94yQ#uMl0X(FRgP(^NQzTR#OPj0+uY4O1WQpaP7v5W4bt+-H?8gb*F4 zasIx>Eh3lWTVQ{f2sVI|d}vG4V;On}8f0>V-Ks8Yj;uy^38!tH6Vj&G=dWUqSO7@> z?V7E;MkucV=1XRRg$XwANdA1qySy8Rh%o7;(ivq|2DWM5N*GA$yb?0-roScFW?|gB z-x0xfuG`pmU6+ScNphR+ZU|Pe=x^-X{0u1 zgPjxAY|#p|ciiMZnoEpt% z+*P+7Ls&gDTNMg}3T~Y}Utk9?q|CSD8Ts09Rx6JyrcPl(HlwaAs=F;#;z!t7+vlIy zjjVD3KE*7}qDVsMMBZB^B}hreHJ?UIYM)=hJ} zfB3+>XUEEL{8pjevfx6-rq|=$J@^DHn31ELhF5t{Nt9peF3UIr5-(OutI|bkH z&Kn#nHIbtN)7W?c3!!*4rq>-AAWQkreb^T`VM*zHurSB6_jpU0+^)xwmU`;ua_bV*Z#82#V%PrAfO2zKS zg?7*(98Q=wD?sr&kU?OMB2`(xK|swrwmM7q%gptllZy5hGUqFemd5GDl-I55%9mcs zGBnU^)rSLZQD?BGHc5DV7sACMHJV7@%4no9tLL1mTfnipc%O7h_(|24XD%l|{w36- zm)K#*Fi=8iRcB_iafhD*`lUJ7cHVL&?G9#se>FHxM(-)9R;xR0`yu%G6k>;-vLF<^*rK= z4|ZSb<;9Pgl&#r)--+J*!>khc1IEEz#;Q>IWq~ML;tuVxL@V1ag798Q#pGdpq18Zx zF+hXIRcR=bcI@(1US2-4W5RdxOtt_3)^%`fS((DrPc@vjZCPV?y{VmYdk0Uus-8u9 z49xnEOE6#Va+PP4Z6Os?f*$kYkH$90GrMNkI2~1T8)rGwMCFCCF*L}?{tX}3#>B!;=f_lDtR z=Lq)3gtoS1ag%M?KEpHLP_>6X^v8pM?5lwT;M@(1$sty*(7vH*%#-GiE2igME8+r+ zL31^-4m$D*`|0tGugBgQn+9krEv9Rt%^iLj=~8OrV#KQ4!y4IB=+`R_S{~Ge0X@Lg zwXovf9^ju*o1bZ3g+TZ+<%t8Dsw!ZXJL+pJcS(ZWJ(V7E{R`YJyF?p4Xe_ve(!L8G zC)KNp4p!P@e!|DTAP>!~uB11wkp0T1-E`YD?{U|kJ$%|hpB#OG>DWJ3-a7{34|-`BK4;T*gb5;M6dZwQq1zKV-k^((Z_IMHWSB(8dYs${>vAE{HV z_J~J&+XjGZszyE3qnj114l{s={&=0{%dJrW$Da*)yRegTV0FgP>hqQ{t$BcUJs+Dm z?)*_)`qcC7&{3)|P+m>2wz{{p@~a-S>!$5fHV*erYUoaoAlJq(LIP;oD4Y{^!FoO1 zIIqOJrvoGlzni8=3_zank1>;{MCrQq9}H#mtt2()ak%V|$f1i6O`GO=ng@uM5C%_x zL-nz8r3tljZ%T>;_A;XYGi%ulH{U{Y+iVLswjdz{5BsVam{!5VLFuyJvOI+B#K@%g z0iM1@b0^48CA)V3BlA#z*=i!kZp{|uc(bv<`=(FL&MZ)yvJv{NCbnpu(;QES77HLV zq;GZ)ll;vBP!Pmc(1D4DW4%sj>1(a5?#eVr;G0qwa=DF8WS55!F|f21!f`zkd8gb3 z$+Tk}wvKb`?yj@&u>M|%pLqGR-adjTMK>U2?EpQy^W!2UZu`SyKppb?Al8rYc*M(6 zb^9a0+Sma^ZOsWre;~&=42g^XZSvI-VF`y{k{Z4bizuIB>&o-nPs20-j|`wvGmyB0zK3B3NdChSyy1a7mB<@Spz9zQPA+50i0pZ|O8j=%~kd0yKRw%!~x>dPLzUY%bdAlLKM zdEVRKo5k+g9S|9$X)pom%UmYsMrZ+e0ha@U3NXx)HS!oPtB9EdhB}c4_ItB~oj(~1 z0P?H$LXZP43OR&VFk&B%&3EYW#Wl|BC;;(a;d(#Pb{xn;qgJ9xEX)P&~GfWfT0 zinpB;#fOECv_D>PnUfFQ^r_tc{hUCXZs{^{CD6m|7@sN6GB#B#fF^{Jgfd)@NqZpkT58Tnm=ZH?{?K^t;I?hMep=Y9%VG9Aa5kLzE&uJ? z-GsUG`ZtFYK|I#Pjk`Y|aOuw78lOdmeaN`OK@xlb3?dPkn|ONaT+-aTHOD_55bJYk zaX$|XHa*RgmAy)+(r8k$QFz&kf&Y5;0>FU`m%W|rmHXxmN{Sb}N&`LnLLIZY zyCT(nBZbFis5D}^14Jy%;D^mX=7RW@Q^zs_KnUPAPiES9b+&=$QmuGmiyqJJHA2a}&-gCVGo-;ISJ762>KGtEo z$_yw)le=vVq#;Ka^(UL;=af<_rKvgo<9=T=EYf@F4*O)BYfWav9IEr&g{3wzD%OoU zjA9E9fs{knw5?%V9t$EPC6(@qXUl#zd1--i-1!)?EP3WQOEvILlx_WqQCzSWHhUM% zvkgJf_zt<*EU8+2)$sg453UHRQ?X927e|x)(SmY z*}mBS7BGMk!O)v*O&;_&W%L8hqm}mI8-W{+68gM8&cCUXGkhXt6-8Zz%6Ce^>Xdw8 zdUVaK2UON6?Pt8h9A^SsQ?)T%5J*8zj^s=`IXSr*VTT0U3FX%l@2@8p2cwdKehFZt z4$FIL9#8u4lq0c&i9H%2gLV;9)K^d%9pP`k+{#>zj!%hm!8vr0z=6s7tCvFQ4t=Qr z>bTuLUvO!i!d<+e@Y2d;9@_D2@_GV$oWln@P&*u3wU8dzAKb|q&Grzuir{id*d~Ka z*_7qEMuu^u>o0d6?(ey#3!lXtJgtjcs9{{k1bIDG$??+?-PAEWx!=e<(`#k$?4Mo! z4-EK6=K6vgc3+fA(bj%S$QZ{?Wm*{w2^?foiOiW3_cYCmFiD3InQ?}PPrYECc*_@L zcSo3tZbmbI%l^w8#B}p~Ve5|HtJe^rDJ~c=->n~N;_bUwInmkq@)=FH7BKs1AexF9 zA;KF*P5nqx9G`8CKjP?S@;-$V<#qF4K1mhfwu{2;e$x-khg;q9x8An)6*G=~0lhFT zs4AIYQMYUv@@lg&weq#TpR3{AqU!VZdAI6$#@<)%NNS_ys~9UOKTeoNsUilr=$gKGv`zbpVUl~V&ARF?~ z#~lYThziG4*$A<$5=|hLht*5{g!sGbj>*aSiSJAOjP_hL4MEieHvOtovE_>)UEbY| z!nf3#PHZp|@qXkcA= zy5E%tIiEdcIF(R5(B06rq4zhx^$uiUE-aY0J#t&`&@j@c9u&5Y5{Za(l7>2jfut4k zrszzksHS*e{2&g&rgW{x;hAZ}JA*$rWtf1$4?!14=ZWBu=euZ|S$Hi7!+J!)I`93! z?zvxF)&t}~LM?uf*;)1VWVVEfOsW!o6zXNLQnawTRtknVoZW*v?@O*vp=-^Y@P$OH z*S+^oEu0j;@{95-YoHu28V&{&xYGHnUcP*3R_rv@cr;;i#P7Wj&S&QBTs~W0Aj%JMSy!lLOp(2K1YUDrXO@4%_7BN9N z&ZAnE;}}z5X`9AU+qH%gS<8QXyw}(Z*#Q{g zean#{_%@q&*nF7PpDVFYSjn|Dub%2 zb=#`;iYV;R`vt}?i7{_y53a^wyLI~Q6na3X-2CL$0v~sftWRy-xc4{PU(48W_)YW7 zvBOd61cpQ6ps6v&Q&AaunP&1@_}D#N1C}t0*Six8%GV@COOU zVM8dAs~*qOD(O4jCfPEFVFdhm=GI|RNX;?dEeAOvI~uWf_8!U(8nrUo0G`Ieq?ksn z7|-eawqs#oSyZ>AX87)6@^$Tp2$uUQ7T=S%TN6@~)ei9P6uz!GaWooDOhLig99ZAO zVbq}0v%}>uBRu|fA;4Br@{{7cK*#S-sYC?IulSAU=mTOXl->Dp=5uuLB-SG|b`q6& z21c?2x&zP(n0`1C*R6W_j+q=VkxD)B5%jG}90~bEZ+nbysno&hy!|llcc*4j&tiuk zlo)RaVEhM)5tuLIUVh3;jBb6)A#Q73sf=p_aasb1R{6)9z$8YU^U8*!sFW$l{UHj>>i@G zM$Qg5a`}yPDfsMjlu~$AU%vb>6wjt_xiM0rMmg!})Qd~n?qgy?`|Q~>RX~PMO!2;W zXh`D}BjR=RYvWU7JM%KPocilnwyPN*w6DD9&g|O7Mf09jBuM$m(I`ibt2xKO&&_km zJt2eE->e5xBM!i9#_g5ehA4qbRa~5H5m$IsJ8%13Kt=UhwvSt1!gyqGjh~kHl~XN^ z(R9J)qOt;xJP;1C&mz?h+r@GU?~O#}bI~SpiCscHnog(C0&~u@z;T3z$ZPrYRR(6+ z<;M>CRCOh2gHzPan_Ab~NLT3X=4Z7P!#3oiJsx*`2 zmzsMG?Xz0f?*YOT4sHv~>q3VvVkaUN!p#J874jn2bVej9v3kdekiydT$v1K29lTK= zZ?VCY{!7gZue5nNMk|yhayDN~Oqt^o=7SORP@+V#WFZ1fx3DoG&?(#yD=M-pRuPDb zZZPKNSz?@TP=SAQR?aH3E8@!CFI21w1PL>CR~0&Xa+qWJRAB7K^?91iZnlNi1v9R# zT<)#Z-9(1@{d+Eh$P$T5K_V`GY%T5oup6r!1hGS0EV-B&{iZ7Ls5ampE0&d0fp_dgxC z!|tcB*p`0n$V$iBCz9qhu0fym%g}TzrV-&Nv-8jWrvF4_udK!Yer_>L>Mmclq@}m^VDTx3jI^M`J$$4sSTNdSFVyqh+g(=sbcu#H12k9N1T)B zgdZzg_hn3Kr15-dbJj1^`RZ$h!m*0|0Qvx~!v^;(D{XZ9X!pDuO)g!=Ra#2}GaxPi zL~Gerw4gb%#ifzQOMrs06Wys8>KxGJSH#c7o-hsQhn6j-m2_paer>sF^%8gVP1BM# zF`J+#576(0HiK0xUPpjtgLamXI)gTgvbOjDNKR*k`tYZRFUr4j9V1K4?{MAwQhL~w^$Kzui+wK+3? zO6-+{e(6*dgfq6o%b6!uj^p&5DOyY@HmP2R2iAk&Q+;zK>uECz4N5#A?e1-WPCcN> z(e&>fND%P*@?l|PNmwt;sn*t4q{KH}qzRb4GPCt~7=)JX^bcIXS66lQpI=M1F#pYG z;$J{uwgD1Mx%>hTcw5?jeD6a&mN{UMCbDy%=#!gOzAaTcX05c!QVA60IjV z_u|0nZ%qm%&F=`$YeU@+zzA1Q>$+?>x1%s*FNFodYV7g6fWEXCl~s;gbb2Y*CLw zGY8q1njpk*<87)-yU0z~J?M6AcEC%tBQv$hckp)PQbkd+y3~MI{iPRd^OP~_WEtq& z`ChnbHOuI;G7i>uF)ki;CeGzBFZ^;o)hJu~`BY#iSer{%lUr}Io!6LwaZJBxCjPHi zwx`?B?GjB@c9RTUa?sHu1h|Fa$#MMLK4VPM0VWd|+L>=U5)!H(+%IAEk+3h~gSp40 zdgvYpf2x&j*soOV93^gkv6Fkzn2H~K%*VHoFi^a9A7~c|pnfb)%XN`~?oPEQHnp2S z7g7KWuL7{~a%a5-XvHYSRF9=HpimBOPmH&+a)5yqXVOo7baXK%OS5x`cJioUi;Q2s zG}>$j6ffIX`c9NC=4#W|TsLDQxCLM2P_+}Al1il#H_BDlY?-62v0MXr zi^Gdb{lY@N=v;Bc4xj=8&FsbaC72A9-}Rt1{RC68oc$P&%tOlx>YG(`W#Ydlt}Xr7 z;@_4?;+~@F%)w)G7KmkbBb|2KaMV*{zG72~6|z*$++vebzmP@O@r8j>3e0>PJR5*x z5`D_9UG73Fv#_`qJg^y$6)FLPkTQr-rhlNIrk2)OTVi=P5hMYC#}Qc%0s!fK!VEvG37&W7C z$qeX4zfwTjr79@(_YksKvk8snEGgB4GUs>IZTmxMrCp>@rSL}AjKPivniVVmQ0n3Q zRqiw75o}ElYkL;zW}!$_ZC7`!2IM2@(u@l01DU>ny#%Hz{!e?6B}5q_Qk5lZi02q) zG{%S4zBwL=0;|qa*~$@4VuBy0Pp}bf79%ZHEv}My;{#tAthoT=HwS>}x@9fc-bf=@ z_77jBQ&=s^Kun9W0JM&i`h>#KQWs>H@_ zl0iLio<(;&_?Dg~w|wb6q)WFMrICEszD&mnpaHe0Z7$J_k@V3j@rkhkR2kaW$N7!{ zE!@{zQ;W@Zlgwr>9!-OXIZqunWov(a?oM3u+?)MORfUW_U2NWp1s_H{Y{_$cIQ{fU z$BV`2Y$Vn?dP@r>YD$2+T80@~)s$S|+@ z**3LsSwC_JEhoaD3@q!vFqtr`2mSM4y|H2lx6LRZpmT5y4!TqQn5W>vL zLsw1*6ODnBAav1lT(uK;Dyu0jZ%SlCGDtG~fW$@|bY@qVkKNu`7Zskg9&c7Vg+40e zjM9Mz)uBCVefrVi1BtNgWkBG1>c`3eXj=c!{B8`GrG3v$gW#YtPpb+uDqSho&?`m# zqP#xzw`a6H4526FG6|)Xa;ABO0#PFgjnW-FJL={x(KXeg3PqtvwSpQxXK%DOD;6QQezMpZ&Dg=T`v0To2VLZv+lVOI`ff2um~?oqpW zbaV2`fm}JW%N>(774P3^UVm4(@yA!Oja!A_7T^@hr5%cF4u^eQXWYXvS+Uq{7)6Nj z3pwJG>_-8DlBToXwQmQ|{;I+P#B;w`OEcxHfGXQ4Spo8oT0lV&t1YwvZotG(AXgNc zb9=lwJB%hG-DwdOCsP|*J92AQ^5znq$Z(cIcGO%?whV6b^TH9sFn1UnxV zy;Th~?_Un7mQoZE2S$s17sWD6$E)OLuXosJneiWkPo4mWlxS!CLf&erBm}!@OUN4l zMe-cb8&9=SnIeCY5Olf1j|Y)^d{P&}a$c<>Z|s*ZV+Y9;2+nuDY~7vBl@f?ld)Y=0 zL~2yDwb&Pi^g!g#k9d&(GkUVXE!??1ndNTNPn6zMY?CXv965a9MDIK_m3Ax%R-=_z zozow8$N7f_&Fs3b$WU*WjXV9e>Jn6C-SI`B7q1HRf)6jRoB%YW)vNHzt0U34Rmr;r zRZiv7Jmpz-l1^-0QB6@o0eRE(ZW*&iIv&a-3*xZ5jgaK44%>2DJ>CJdpq_AW%dYzD zk&Q*cyjhl|>_hnR@zq@=l}nlA*aJ2+hGw9?-cNR4$|RMM@Ug&Jp+CI!dP;ol1+P$W z_V1@o8=Xc3awxx07u%G3F3tmPQhOJyo%|JJqBKE_e@BX51Bu4`ILkTpyC>3TwCBF6 zE00 zQS!3|*2FyeOOi&$`3({DPMb%|qPM>DybHb}?Ee_GzPCobo4EnVvu#jsUZ=crb!qb= zt~&SH)3GHYpJ8KsevpIC|N9b+R;WeFa8lKIkB^8;JqqBsnUz>CKyE}H@p>z3H#>8@ zcat*cxJ3pLjlDkILjk#8I@n_<3P^0qg6n#C*VfIVggLq~A1Sxj!UggFT{;|?$tj+kbX+ z&NsBz8Q2xrG{sBYs}XX0xujv;xR@RcXdztyCp4O)idlTq<4J_&0QxGpSy+Le-&n3- zOIC4K<(v;V6R6a*jgwH8mTThFi0Y<%>CrxFQ>F)qRIa7u*K#-;9a*$_*+7AUEA`=T z^-aN(VA(`FBq}z?A=Iate!ZbbTYvq2gyxlDK_IP_K2I3Pp%a)yCgeU69h)yv)B)uj#2~W1BIe- z4E3*oEn?gBN-5OYPh!r?_a)6vbKFC2$&Rz^dPi);k_p?E*u^upZodylyr^u2(H_ek zJ?#Hv!B(Uz{8IFp`xVrAC7KW^N~!}Udwyp5;v{h!d8FD*KN-R3w4W!y!|!rcZFE5s z_633ZHd1o=GtkCaty3?Vm#jd_v63h#@8+;-+qVZ0XO(flvA&N8mb zt!ww&LQoo18tKkON~m-5%Sj5Ri}#sYNZiTe`dZOx*70ea?H%2fy$G z*S+RFW6UwG>pw`VL|eyR57Z%Q^QuhCPUM_Ev=nRix<#rGk`;N2=cSq^O^Jb2_WvcQ zymMOaCxO@z%$Hzxx)5gfC1n z{86@k`0bKblCq12Ww@)=r?E-LvB?Cb&RfBu=PePY?ip*W5#wZf4CHd)U!q&? zj=flDI~iesAx-7rr$lj6*eq?>&+qCkQAOH~>$D?;XctO{?G2Y*gsi z*dH^FlxKs`bRSpqDxW9EPDDt1C+1aX%)*LZ)@B!Ve|&fhc=H+GA~czY9lANd3c0gS z)h6=j$^utt=h-V~vy`gPddl8)=SeST<|KYEg<%^3Qr$X!w=loFvqA19;gED3&E-8F zE?V9O=P#mna&F@P&mzm$a2&e&mR6qeN{eFnjwH=lm zXz!1VspVC0dUHkk_5+z7kX(OpKj=W~Pzoz=e;%5F_AD(H3dgv!XmrP_hu>E5(0Iw} zt^{HF_q;W0bkvE5xou{c=!`xn&oaxGF`HiRY(wF48Za(vC(!LCQ3tXp6NiEBqt1_f zwAXu23Rip7>G?{OwHPouN1RyCi+AtLQ$=hM9`>9}2p2!#_)M!fp`NN1h?7X5pUVWU z9@+x7_}+jqxBEMyiUV~CqtW~{8+EI6wXk5nMq%=k1iIUCu>fWwD*aml^~ZOHh&yA@ z^p{oE3-(o~NY^zxbzhi!RN}ZCAp=cEGJUl;bm@E>g{MJEek(n8VL*r_a5p3;I`G&& z`}*^l6A_S}gjWQ*y!mUyR=x{w`g6&&@NE_{k%jK##uA!JM6qana?q&Lz?L25h49)z1Gi9D_qiCpjM zWU(IKcxO|3_`buvK`CHAzY{(05 zb3HFGG-i{1`G^HHB{VVQ(ndsC24*i@?6)l9&fNJ%l6uq5N-;r!xv^6 zCN$-!=gWmnJ`Sei_VV<#&`2kDZ+@@B7oiHh1DxgAN2-b`bzr^aMf+lvR8QNMzzfe7 z^c)fjX2bV?=nf}-ADB=aT~zdJCzq{*cr6ywlOK%B0!EVe` z$nx}=q-4bwQel*z zi7@oek!iUtPFKq&HY|zJ{V;y9+fxQwARyX@RyANpl%oF9AgXZBIA8lp#$-rlj5Zd*Tg@dOWHrQZJ5Y zL`_9NDpiuyc$&(MbuH99JokaqXm5JAmE0#lC|g2`tX34-k4`3X|}k20d==*Yl$m9MIbWzSxC4* z@%Y~28QA_+-1}ad;;x4VE}A=C)7X#n@CN-cdi}ZGhqDdg@+E%yy^PEy_M zPTzlXB=B1^_Q}Y|#Oo9@t_=8e8I&(;AA?hf59)(6Oko@VG{z~W8#|gRICKA)aha~Qm>+n-zr_zyQ)ktzkG)A_F z7MTj*rU#~EIoS&syq}JBf4x0Nm$w3W<+U7HK?9sI`&xJY5PS%cFHP^5LXE`B6~k+v zSvg03wX%~NhC)UnN&dHcKQ`6Ymc9^#SujSo$W^HL3^Ya0kiT_u-`E7em5h?DCC303 zx3C4NxvvalnCOnd2C4RABDt0dYU$*eq?waN~+*jkYdzJxyb~m9<<5^Vt z;}>GqBS83Cm$A7dxb!`1^a01~Q?mW~3cYl$i3JAzIj`>b_LY^WVB`63Tb0b%xFC0+ zYcDkb%t7JRdP_y%p2rL{o}+U^-M$h_v*c5 zcLP7W3omQ3o9^xmPW?eJXx`nRmd2}#FWmN#RBLU5g_UnIze81=&!cw&*b6L zJmg8=u$pkPyM&i$_ltQ_^Y)8YS8T-A4v3onyj$Fu;^dqlih(23(QP@To~2Cdq42tP z(U}VIR`G&wIkp6gYu(fBbPY$Uuk2k@IAlb+C8iR}*jjK@?GTxxJy{*!bUSCUXjq8C z{r42Hd@G#`Ks0P3J@q|_p#rqoxn}2735=zbyF#f z4@43h#CEgRTwgwsmAqjVC8~;YB#vi7TiJpChmmpTMNsbTm2%w5gV^;oD%j7LsZ5vGPx%CqXE1l^%}If6 z^DgkVgu;=EL+syD((vNyGKUAM2p_~>SzegjT9z;VvZ!uGrs)9w9uXl(oM1N|qrO?m zbl`04Jf2K`9254^6Ok4OIBQ;Ul$R z7OCY{wq|vG4Ac!w@k*~xt0^;1efRle& z<`Ook!Ram7bHuuI^%zPg_^(w6}*`@(K@1V@#3pS3M{ zhu*2Fcw}6%&0ysS-=SQ1>J%8|j+@y!#?V*00f@b^c zCx4G4wY*&IAFs9giq!PCCTVv6_!Fh4l|~5Msqd2MnGoqoDenGnt4Kp=2la#|dv;|e z!dXA4bf*~jF2AuGDdk$VGZMIL{&hZcCy!g%8k5I0nX+>J20NE;0q7B|#@fxV$-u zR=8Xt(X$X@VL7YMC0)!STSxnVsEP*0547=zMV7KTXwPsALTTI6%)Q9;cjN$|MtRyv zdRfZ;vF3@CFe{KgbqNv(^WQs;0hvhHkSje;L&$=3`_pF|}+KouJD28!^+)2h{e+_h)0P%~{bJOnG_&X5{Gj^i4)_ zEc#JXzpEsm4ZMpJBFvs;&>@sQR92?V8Z-(jH||Yudi$2+!+X58EzDx;M0u!J3sTpI z_^63$Ug+(Xb*muvh9KVuO3Sb9+4ztLNd0JL3B=O0Dm%A&8cGyS6gKU#)!s;R4i9E7 zuiPhJdbay?l-RQna$qo}y_$L_2M^ljdE8%5YA`N~@41b>KiPs4-ErLkZ43hdGq92CAEr7KZ7r7wrAWWw;?n(5#bGzVd}yLET6@|r7f9jdfThJ$rPxL zQG3P@mBWxi-bjVyPFhChLLG^UlzJ;se}wN$n0Q>z%|v0Tz(k z;z@oor?^@lab?MiYS)+6Cra#~5Rb^BaU6hmb*A?&zOsDD)JZC~*)@w>Qu7%YDn(XV zDg(x)G5z;Rlc?3bXwKb0S>r(@%sGyzVoCPTbOJ;d=h<{{jxX7c458vE_-@}2Vqsu( zx_vnOB3w$N1{>ni(A|Gt$mlLMY|I_ty2Dmoiv7CEq`Dv6?ILrFM~4nR&Fgy+6%${& z(VXwL3Y=ke9emJXyc4ni11hf^|2POn(xvjo&Xc*qg*>}u z_(PFu|CKMQkuQ!zd8lU1wQpIpj12!haIkD_SVM^?2 zLh0CAKy%n&e=Y4s;pjt!H4L|OZ>ywAl+d0n&2X(-!KQ^OQdLxgW6V)_sV-18n+KY2()P}kM- zr69-fQ-l_uub?C;WeW1f>-KsBXY{W%L--Y)-t`;?t$%P-z=-BEKdbUsemi5C+-2Sc z$N7`awM&x6uSVL-HFjQZR16AU*NWJ?8V<(kb&kYWzVK9#Hmz1ZYK=y$yy45HP*K1#Gcsr!*MXr{|XPf;-?*3N6omS#^a?o9E z>Tgf+pM;QC58ytJpkf4g%!n5m6MB?R(TNFd%a_<0_cHbnv9Jp{PPf$!0kH#> zqwaZ~3QMahbDl3ER;l+F$==_Y_=52t(G=$}bM_a-BR`qDg!t|zCmzLcc=WyQpB&t` zUzmPNZ#oHf+S9?>!LI`XY;x%7)%d4M6P?=Zy!-a#&384VJ46+zzv6N2JAe5;4TY6| z`-Nip{*8E$?8LQYK$nLIC2Jb+;d&gKyYRH@g$pKJNQw#p1Mgp<M|)2w001pO3?PYYweB^mNM4ETit(!X6}!>g`AvS04Z9I8k+|$C{c;^@ zn0jMa{Rc$v52f*)-J$TSd9aOF6S{5upNjMtIe>CZz2Nl!K`V+$_Lyu$`b$m!K% zK-u}Won;IL9DH9j`6dT-)w|2&^;bU@u9L*jHc9dZ;BwAM+|0dW2L7HZu0;U)2&myR ztVT6NU6c(idb0$?%)acL13o!`w59BF_SFrJAQn4pJtGD%oQlS&ykFi;3)a^LEzBm8 zX{^b1tIOL)UKEQ7#1TQq=c9t{6`H8NbmduSNsc_4- zQGhB`j4x!BiwBR~f#KX4M1K!gAr?M?*G{8~h(m9~Py+D>Vplt9`h0j0E6F*(tzhu2 zVt&qQU-Eh+A4|K6yG^!Jqp>`yP5(tlFHlm}jzbG>5O?gKZ6@%W5i1$S(zFfypQ&l4 zd{}xUh$W^9vZWV&f0=yX+Ct%Hz@|wZ_UWfNP5q2W(n!Col#XQw@y1- z3*P|q0_Noy@WDi5 z?pO2CQkvB|#dKGAIijOAO1kHG$lW;)6`OLV3k?4f;HUDb$g#?ajcZx=sTCXSNYerG zxvQzie%GNvmD>e$o|#vdv#YD)As*tWJuV@kZ?AT=Pz`OxFT@N0GZjzAa-n15{-g?) zlpXpNHxuH9$&g5gE(ZCS=AUVBhYWq9vvK{QTW3;>SG!238K?ThzW5QvpM;z4U0L`R z{f8l-2TG^+)_Mctfs~8*SoerM@Qwd|*H}6kEcJ>eALCbBgSz1R*Y#vXeJpPQiyGy3h=Y} z&~FtGsdF2(Dk_Mzz9&GyLmW}@nH&zdom*n(561V7{(=ROmDjhONX>+(*HjxK^)s~y z(PakpWx9)v#Nr*{C+ zr#%1WcTy|vMT4Bq-6(BF`N0JwLn=I?)3 z1%?^n2k=*aFtDX%Wv1Ij$U{B@k=t{=L6iF)|IpvyH5Hketyydj)MMCyjtI^^YQUv4#w}O0VH38+QOO|0yyeI_ok40^?z8* zpu%_eu#a;YCd}VOUmHmi@1v_sp~$Qu5~i zQU_8n_r3+U7jrED(Y8$&Cl`W3hg+ zzx=zM!*8(noi`bK4U|rKxyjGD%lv;DeoaiYm}LF*O3)7*-bXg?vx9uV zOMVKNBorEt{(Ar54w%epB-c6DwQ?^3*_~n)slU!rK91{aYEheE4z;!@MX7ll6=d2j z5Uu$jN`CM>mo%OL5af-3G{JRPEL37 z6D_9?R-wIF;rND_wrUQZ>|Oq|qlKELz2AE>rzs9e>ays}=&f2=Tv54gyJ z?+^LZSD9v5gB^FK>1e8%7#Ne1z@o%NaNC+9SkQ@mFcRE7p+(9usz?bCh}_ z^mj_+Xle~Hwn^~i>6Fd#q9yv#Dr2meiEP;fS}v}4(F_~>#xQk8jdH(eMs;#%$R>Y- z;OW)`w9yNx6lGl99ftA7!(CKVl&k@DgRy~!=0EK3e>#Hv{Tjsp>eJR3>P5qCKa3+7 z;vl!dL${I)nT}oh97-r@F>KR<9S~*MWZ0a2FJ=I6*$v}h6p1+cB=A;40@{)#|07t( z7->6M3|Rt%pOKM`O%YC>fUY&F;ERooZ2(@34KED4WsJq?a_lr(apgm5dm7tlRZ!Kp zGk^XBh*k(Njg*hM7>#+RcD-MP?Y`NGYa64JpDg6Q_uxnG;v8a(p#6oe8+gI;|LkUQAvEqpn?MUq7*4c1ZRg|532X67Ie`tfAHMruWe$5O z9rYjvB?c`9OTN5|t<~o~w*INXb6<;I8)zb7jD;iY+?E*8a)12WM~j7nU$*lH^R^3a zG%HPJVVfabz_99Gr^93J-Y`tf2toAftt!;&o#o89?kK`lEqLND z+Wm;NH&G2lRa#Z<&gr_$ES{x^cWqK+fIxz zAp)NKpS}_Q^MFmU^8vvrpX_$;f&K?i4H0`+sMC1AGO7E0QueHuoYl}ILtL02FcZq{ zRmr@!(11~(Y+&9ECU;Hsw<<8jkI*D2TSqfPg_-%lVmVs{ytpMT_iP^YAQHxni zP)klrN6SjflhqKBr60VzpWmwtgG;{L;2Q%EX0c?K)V}YNIYHg3cKYS);CIRZ2uuwx z0@zyQDXKN82qCA_cA<_(sl_d5SpeDoKA)_!QJt!d=+Yg{)@4sNIpzJ^-i6Y6_63>@ zEvpM8${0F=u+cWdwuREg3$?cN0C8q$hnALL{LyMw$R%dTHHCLC4ach{9|IO-fO=nWBf>|*;fP1twv=f?-@JGHyf7bC@^eXKm%p8xt)30X1SQyPFBhIE6;#dm-ks@9uhMdhp`nb=z~5WRDnuJlMgMMm+sFoY zl`Ar&+Gu)Gk3^VDdhe!I?%_9-{Sg7OhX3^Ak+B9gpo3NDe8NMgtR-G_=PQQOZ_c0( z%lc{Kt-$q;Q)7lNiK`!p^RIg~w>OtrrVoy-_FWbZkM~+IhQ8~ytnIgx=GM2GI^-y9Y7c~J8D#T=_k5Q@s^9P{osOJen?1< zB$YYOqH9f$mYzkzauxN)_FW95w)T@y`hc_Eod>7*4 zinFFr`QaQ}p^dj)+8!%wG*->6(y)egS>ll2$tUxAPBW8*!D*q;)cRp?gI(%2H3fsB&>{mh7_z!2VWd%3^W-VnmZrznXS}NS&&hwn~z8 zlUXbXNGHMBm6x>N=e|Rx-Ss~j0(Fg|UsW`Z)NJeSBeCRkN)wBTiw}iUNt+C$ib{S0Fj`7ire z9C9&#BhB#m`2?fntR1;VYN+24f#D*i2#wSy;US^iwO6R?FPUO65 z@+1yRZeECN<8+oMK0Od2IOY_|BYG9mo}Sxvqe1><-&(kNKG_~F(|`8RjD1Rs%Fecy zRccs=ySAu4uco!nbmb_Hm;jMW>iXdDfikyuW+I+;7hgzve5yku_$}{GrT_TaimA1~<&V07HB6)h2 zaGwA>9tnhHOrR2+BC`I9W4P?epq>X3}sL?poUEs5VP(&wJX#<{=@Gg$wY|B`l zcR3VIn%$*%E-!^JI2Z*No6&PFX+aRGar#_on6#~4z?rD+__#*BcFtA6Dgm2TC3602 zH4L|NY$ewO=MWuSAn(i&|86O#iN8dWa2%7VlGThCB=udsP;;47Rf+<0BnTG*K^%f| ztiR8zUxFVI9xh~RY8n|AM;BwbH1gLO5s zXF9qOp+WdBg3Gdl$x1cP`(3_d@49J%%!+~jZXe}P%m&9t%k zLD_Gw9%{NryG?#BL=47p6Qf;R5YJEISeDFqkm0tC>DrNrhLTEg+m*J-|1|d7KDvA{ zm+)f{*3tZv&sVWSe{3$z2ljA|U8ORqBDex0db@^I-eA*7q`&I%k6qk$PJ5Y$R3|hz zy~=s-)h!Be5I&G+y@d3#-)SSvv+4Nao5j#dlAM^KJB2)g0i|2nMe5TJhk7sqs$iAk z8G%*N?Z#%vfo`qEqF{L`IG8*)WI|6%WAA-Dn5sA*sbF}O=$CLr`(&Nm${;A;`S}zo ztb~PT{|A>F5!y%*S;#J|%wa6>gzxx3V`fe|@}%L5o1G3N8qTqTNPr;qrsZm%>O_gb zxxaHqZ#u0ijp^#-`Q)yv*TxNQ46aomA=YBrq{E=$6%kG>I6-YJhpfSUZQ8iN|HDLVstPmJ?+Qf z2UZm-g(?rcr`+Ssw3AKKY#a-!*z^Q)^L&Yo#hYSv6^&o~aj#LWX|N;O$>{>;3M4cA z*jl!NAtOI4y>#Me9oKO%p9ZTy9P|)-`#uD7#eL~(bV=Og!2(8GK7nV!CkHDB1Dslx zNd9sge1z4CGm6ag{<{a2C?h#`(20@r5p3uB3(da3coPC9&#_b#n2MpHPCz!tlhtHn zZgd=!SEnxna3s%I)jf&pt;&%EoD$Tg3YU0UTg@wjGhkjs62dwmnLIaJpVJOB`U%~> z*zv;fBwDgX{4KFtjVanVTVMr^KC%rIf&tAWWyhXn4kOm-`H>F;oW(3oHx&Y&UrI47 zjwJ=hHMdbL!BE{9WzZx1G>ODoc#?NeGdRkU$v)E7PAJL`WQa`gpc$9q|FS^kiHpGeE~v31;QtKTUdHp}q#aCSq_g^F);_HU@CA<*10BCb!gQ)4 zdO@of?O2TZ42f=P`DbV(ZwFo}=a?;)P@)2(~&ZPGbI~hA~zKTKWXU zR$5b>J~Nx$>|idW@jKhjFc#<2GH>za};$lWi-x3em?!g)cp;<1v~g^h%8qK=MGw1$%?hI4RXf6*IB{}gS$A**>DR>2bv zS3wr_vz5U$G(X{69vc0H8BpNlJ~L`3)mG~$cXqY0l2an^2o9CZuT5FYoZh?!PeW4y5@PIS<|UA-l*}g^U`b@ycotQae`b># z^F@XDo6m_U3}PRWn=-sVo@5kzl~ed!gjN0=x-?Yk@_YXXPQ?C}CSM+VBAZuD>#^>Qcv-7Bf$(M0v zrbLAYD?-chE2l!*$+~$Yn>hxEK#IKe93p&Wz3E~b$ zuN?UO9mcbH1IbY(Q-_9bZ*t=q0}@^gvQ2+_hG+@GwihrhmlPv?T6t_RAni729>`bt z)>=mF2W1D3i|vBQtg)JW>kp5~9-J3*X*y%u#nMn}Dw(U54_GZ59vv#KWx^1H2?Y^#GFhQq~so+!-h8C~)Ao*nIytXN$sog)|{qs3#g`O;N3bgZrmIo2t zzk~b?Xhnrq@QWUiCB&IuURS(|U(J=u6zaBvnPT92S{jL&I>cOSu(sNHh3^aIM=-%r z2fN;k(%q5>h4~!n?`mgub%`b!1d$e8LT1Nm!l74BO&cpItO`e~&D@M97WxK$mS{hK zyEQsqPb_wv{ZBMJ6^#F!X2aFn2gjMqlqYUAlVro~Pp8O;z5*{<{OC=wf`vc+2ucQrl6H}Aw}XnVmKvC{dSQ-iOI16bPX z;}de}`I=nDKL_;48Mu{hlQ%hrG4c`8e51}U?n)QgxyQ*@4&8Zi=~xu*ygF9PZj>J# zirH=`5clLgZ{q7k8*0tIoB;+);T|n*i0rXyWK^p#Kl#$qe8oAJ%7jxma*ZEx%!Y+q zA#>?iSShnYOYHkzhurW6!P4u5(77lM3V$_+2mvO`;zNaQSXl;Lp>l*I!_%^wVLJFs zo$(Qs=_zR$3FJ%3Mdw<3XPQt2dw-Yjts~WODqJ;@r_Rd53w{};nAG0*HG&QLqgQo` zFl#0vxW1>{{3i_i!{V{=72$tY5a?10;N(_mGNHK$5ZTax_blp3?I7E7=JO7a3KTtty)lM!Y{ zZHS2d)`eTm9#(301ozpl<*Sj|G<-)wjHaZ9rg6AUgwxPGjyaY1SDhE{t{k4IB{Rp7 zJ-bA*Zhe}edvS)$gWlMIJhSTUPP5e#tH|eeVneN>*ajSOM7^uQ-XsOcHc#fs z+ftAq!TqvHExu!aL*(N5U?z6H+E=9X z!z(SJ2$S(S3znyv#eQ;?F}7HC%tdsM7e(B{-7e2~EIlcywrjU9?VpYH7CRXtsz|yb z#q_vmWm;D7eMymWgI48}8K!KIdBp>F)@v6zGpI??(s){0%Ma{MHZ}R2PCEbQGpOBZ z=j|z*SJEDyt2hrCmnfyW32}&K614J~tETxx)Rh^>W7bPqrsJfYPyJD7!iM#{kV_q} z%V0Ol)Nj?3dTMXHXhmrt=3_;CVgc36vF$S&^kU7qlyeV++0|2Ce8{^^El3`(g#`{4 z-%0ed`0haRHQzncu@r%jAg}*)Y4sQYZGv?rgL8K3?paE#E#Z7nqxRM*B4`UK*0gR- z*p=^@!7dqtWzqbY3-L+ZJ|u<*5rS~C+7Mwc5GmP12DPffBP=hf*zBUj@?YSem3z(K zlnRQ3{=36Is>ixeF-j!cn~xs|*v2fLF@zC?tX6HVq3BJ`x(E$s6Q|j`?e$EGRQIm< zMLvUyO~FljeYcRO6dqj)YX3V8sc)kiJBPocDDWn|)@;V-C;QYadXTGo+`At?&^5&~ zt=zL}(Ae<9E~oayV#?q33k|Llp5wq5Evjj$NnTQJDw*L!c&09&&SIUO>Ht7lz>_=7 zE`N>N%EUii-o-n6S)5ICbB%aOux7utP-)k^Js7Ka{B^U_tG%t@fUD8?h%gUjc^5T{ zXJ}scIFd7zW^|YK!Bm|Y@hM^L66W$p4wbmVqJ`GInvv_cx%O}HKO4lh^9(aq3fWaX zb1~tzr=>2jOzq7U%;0}^36QpU>uTB^f)twCVJ{99&Z8F`=5lXN{y9Ot>|mA{nE4vE zu#M{;XoBb%)8-67E7mk?O>mc!GJnY{Yv1KxR_JCgF5G+K;=%3S{pWpfp6|X4kf^-g z=7dtyCHhRWcK{1@04YtyW^1fsu+rkWLhv#lAGPjIA3W%K@|T_a;!6Sn9m0GgQtB5n z6wfyo#Hb|6t$cd=qxX{ZwC1}fh{9~c9`fSRaKhNnm$USi+1qR#im>eM_TCV5v_t1| z0(V(mw9!=ovdQU()=8>j#j_!2a)T*rTc^Q2PsWHtV+e+bI)Q5$j}Bz|(iZNGk z(~)S23eKX8Qa%DUGhRct@D4Py>Z3A2b%zmJ$D}KVQ9q|2jpe7+WODTHgwQ-3>L z_P)`zb+SL7$7tugA{Oo<);! zOzIs|zsU9vr0i&l#WL#(Nyp@zDCQ5b3Ft1U#Ak%()B>jqZ=-kByQPvYfA*f@k_+O6 zc%`{+>X9IkO#zPkZ;e*vWy#If&gboW{9^qHimCaQ(_%B|_#3`%81`{S@jE8gw!Vj< z1-3>-47^>qqOpIaSmX~51f8z$jymsj+r){odPWztTIc)s6(bGVBfH3~&YVecPO(}X zl<`Qj6EwxHZXPF9vZ>lVqe776L_N|q7Zw$WG4hi>bl!1Vn9tu&|3*q^uu0s4J+}Ux zZ5}sjiJug6%-p{Qpj-+1(h7LkJnA>Et7}5l1HEP|BwL9H2kMfno|Q6hYGn+2Q!R!A zVyw)43l9DN+Wzidq>QXe6t1XVMi2@uA=OGm8<(MY;I^u;g1Lg_DEED^_?RfYvV)z~ zE^&gJ@rltOIujHII^?RV6UpD#Bc3MnJLFEwy;jfuB9ja$$*{urs6eaf9O%>8i! z)xbx6`!|?N(RaqPyEOO*#P5Fa!%o8yaMZr~XIuI=ps zKo5bdG#zB~B&vnMn&xmhUl084662qP6Vz^h_xe62KK{%WA&O)c<~VwTklH3l?wLA(D8@ zKVhlBI^%w7@hi5>LJOURp=!Iiq~5{%mT;oV!^RCda~QH{W^Dax19r~d zIqT3Hf+KTS$h(@@sw$Akdf_{;R%@O8p}KxM(FY;TDv+ZZ=<9Fkqo@*h=mtjV$$yQ~ z`TJx_WK|SgL8?h#hEQkf9D`itXCRCBSgAwIazedO3&FA1OU9vbwewAEQP3h^Dj@y4 zBDmFkm^x{y^xJM1R}zZqJfU7rIk|aB@T#&O#@FEnMBAdJXX88pek}GSU9wJDg@fKB zu)3n`EeQgT4BDw*38tT`;OX2n3PSFP{n6Cw#e!r$1SeBbcR*&>KHzNYsizM z!);Vx> z8|8!a5>oeC+6RS|sL~8C)KXXy`BdsiWzrHxjN@r7=@Zz!X*p)MAjgrcALlT3)}mT$ z6>n^BGt%o#(BC*ZxLR$BYEAVH`7J-!Zx08+1|d_3)r(b0%EhE3KhsGpsmee*f#F$( z7S;L>H?AJ8xL^2l(Q;54;(X$dBXcD)ZQL+;r@khD;Kno2RmWuIb8T8+oSkHnC-d6e=;?Zk8MNJqpGt!vdBS>; zxw8d#dAkf#%u_k+U9`Hg2tA2c4ps<1SF5y)G$o$U&5^q#u#09bxOu&Vp?c5Cmo=_H zpzt=%sd6?ExQMvcxiYH}(TH!5!fTZOYcj~82#GHidW!P|j}n|DQhsK9hX%7Gw5l>2 zZ|SwuC{nCG6ut+iCEt z!bWPSan|&JS;gQI{qoW!j6>zBQ2u#hl-T@%>Gz#l1U5(X6|Uk)kH??#Y$F1l7J~7kEj$9G4(pIqPb8vb0r!Xe$KTMsmJ9{Z$UM~PQkgv@KiYd z8kmiYMd3J9kryz?71-zRff0wtG%KG$zeBuWKXa%cRdk3nur^Vr4FC-I)KI3gP(@;a z!=+WLoVVl+!!Xf45?SH#)av4l$0l0s!2d!k@R2D| zq7UHWCr~x=xkjEP|02_{9SpNyi-@3xAu0oR@h(caZvXP~l_4r;-Y*I#+dd2_rFu|F zi1w^dE0HiV{=}!7WDNBgrQkO8ava0$XM6Bu%oZ zbKGE8CZhzUWZ4Xn<*0}EywrJqodDG z+$1hIj*ok?iWX7AD>Ci7I4+UMs^WgDKtR7y6Y{>&x!xaoxL!YJQ(x`YFpf;j^`+0Z zmvy`46fjWU0GPy`Obc@ficiRxzrQk!`2r2!ifDttK~6aC8#P2DgK=#POM?YJA)d=O zz-K@qpkv2bR_a7-T|#c@R50Bw0MQkaN(Qzeo6B9Bk(V42TL~$czB{aSMNxqhs|f)M z7KcP@*!S9(ig8RYe_%ww=x@=p>RGVUf3ddf5Pn_VSem9UX&Qv-l%Ek>ZzTgC>LEm~Jji+T9K>TGcApGxY8;bzV&jEu(bF4}@SGW$U^@pF&uuv#YmGeh8EfNx z`lLp^=zgnYy3XL&cVjghbf-d;RL`rW3}hRI=4*;`s@U{XvIRuTNnS4=i+$a^=&E>) z6@xR5N-CwdudcE?7|9g|@-=6k^&EEk5;QnbQ(X->>omqYU8n<{Cap)AY(pv$Vqv9D z%I$k<<||Q-9!_Sl)g{3Lu`u>di{t1a$CEjOA36|4529e4Whe)-rSQ;EiPg62;W-%j zlpkhXlM7N?=4sF%8oBvH>v_*P>3^}8;I#eZ&M55NHtP)G@=PS~)}WBIM!c5=8)`%e zNP+}=VWdg47~_=Fd@yt4#AvE=@mERm1CdoTDl&<3hqc zu?nxEynHQI{(cdG)Ho09n*`D% zH)ZPo_GN;^dzvTN zc;ujb|BHRe>#Xv;t0~vi_8{p;Lkd`K6^Di+b*1{T>JxBGoDJ&;-cAcKe|j3>Yke@L zTM>q}*72x6Mtb$cziHOax_jt(s+v4rHb;zr0Ma}qHwqSAtC-bSz2fIXKi$>zgpx{v1sp{RYSOFywhrvIK zGQ3z-jU%U}7wqY$U7`tcXM7$M7s)!IJt-9$CpYI^!&0cl7l@{l)va?fc~bODMvu;n zuWa5zBNW-Kju4x&HmJBZWWFI8&$)<06QhBdreidm)lFbIUxrxMsn*>Exvfj$$pBNt z92;fx5+8Aq<#wIhQ0#z8O41ue2;2doroZK37%3lwU$C5uA6su4f*%1MM~zzPUGS{C zLq^cuZf^zkL&VBf4cwd?r*Ivj;cLprejM6-@`1f#+NqSvd2`$U!`)kW zRoQf5<0wc-htl2B970;8y9H@Dq|!)8OE)Ur-2#GufP~U7@$PHEE;<;AdMWyt(`pj{`_rdb-T=OgjV~j7cTt0(WFkCD0 z<$W_}75ZT2;Ac_>$O>0$rxaph7+ISQg3MYr*<-c%k!W4B%K zOjFwjO+3*{a@k&8@j0}AmhyFOYQF#x`+(}nWcIT1l!obrui?C|4UNe2(XG3}YHTdr=iRib> zjSQdI&8Ca<98}`g%4u|5Tb~I^34IR+JaNuYt7CJ=+jXmi$ye#b7g@GX>RUS+OZu$B z`B<~lc|)RfOFJWJpsr9)fhRpWN_6a+lMaO(9aw zazlO)GKnP~bKvIlu*FA6;W1s)x%j~IjzZ-b>)9zhj>Z%CLHi}{^}CUz%0Vuu;={jc zM*b$Jy0}qskBa2`?=RVUKu2u)HU;VS%JJB!VO%S;|Mj@*bZSPwaF4!Z9_9>W`x^pN zC`zCUCtA%L#<_3&9IEf#NwKesjTTV3EG+lcHJzwMn~ry--KAik3#SN#HS&fVXKmrx zEseG63gEOQ*47#7p1#pIU1Y?ap!I66x-2a}CJek)HuEO%azm9m3g;Ep z?5Q(VN|xp9s7Gz~M49{nbYAVHG%oPKmf@$|22Q(QN%M2 zG1&yQRnU4Hg`P-|PDm@Drr^NPz1Q3J{BXH&S(occLINwhZx#>nGUKAsMA3 zcDi6!nnns$ZX&C8;!>G6DE_!?xVW-dc)EOkeAGE@PvnSxU;cr|qcVGG>)9~g=QYyJ zCK@m5GFbXLHpyTUr6er$JQA&NPG7C>)!QDit|int0j-(hHOrOu`VD%c_nBAj+GsEk z05o4)`~8(aItv#oEY>w0)p41UIbc@KQ+cBzR%hf0%`Hf|IPt{r}j z&hN&YacQ(@GK6T{Mmvy{k#GFGuEUCO-YYYmLOoq-TKFUSb_p=~J@^2wHvIKLkuG(s zK8?+I6s#Vm@mfGHvVW>sA~PU~tJ=qw4Qvk}Vis-uCyfv8Gf`zKL?>bw4D|;uDf+~b zA@1`eP&{V+1x_wS9B7@2M*m5;fv*aGkC#q=8b%J-#N^8PAgE2|55XN2D%5QSf36Y2 z|7|oY16M`#`B1C+LNlRC!t{e>v)2!O=fFr`+JLxgCj9s-qn>4-0o0QSI2`B z-@t*HYg~3-_346C#iq;kR03jR>nqWJyC$xxVm({ucv2{KD;Iu$+evDlWVa#zjB)vf zNkAa^Y;TU`xZwA1^^&5ZkI0xCTD!Zu+=GBh1c?F&LeD|U@%GB)wPTuyXF^I!N}ea| z80J9#4cdh@UFS&K(b1u1W5e3f-Y#2a*fd?$+Shv1u2+zd7bHX+^peJ)ho~IGuU_45X~R$K8-gV}xJR zXe=%%kzZF!Q*kuxxO@_s{PR&Kh68#z)2J|{WCGR`%eXe#y}kWriav(1vbV1>ym*v6#8mO(S&lX@9T&`gJlabu!M{&Mx6Hj-<2w zJ@D9nB7x>f$KFbp4YbG0DJVpwAtbR785VC1WlNmNRsDAmjoGua`cv0|Ax|se(9z5* zeB0jhukJHi+Anc8zfSXUXw1Yq^8)6P2`6 zaCbyuW9H9)wcx554SPN`;-mXK;VmB~CMK5e`J>|5&||uR#5n4@0TMu z@-DnrJiWC#XJywEJtU9|F#Na>g{8F^dh-s0+==VK0vrLXAc_ki|BANAEp%qDbK<1Q z*wAyAcdC3N%pq##k^jjhJ_0a^i!LWmqWC+W@N2IME06ro&l`dpF1bPIgzE0@b#q=^ zwNv133hm7C)x<+Jgro;xw`6wz&5H2%@5SIR+k>McC*2kw5wK>hE2bCE>rgOKxxoxR zMKC5Og8Wkt0U^yeR_fHxr1C+V2owQf9%$abPmqXaM}j=-zK-J1-L+8EV0!#SSkyCy z`H7+noq6T{Tj_aQXE?X^#l1(}2Kx6xt<-57QiK>6 zJPNCaL!RJ8#}$uPz!E9utoPr?IH(Rk5-Am(gpx3c?9fR=NQx;qiTsgXEC8=3wy{1S~3gY!e8p5Efn@fm;hdxY=; zE>V^X1}m?tf2&leis+w6e7vw1Dfteh^jG987X^hGFaN2qh*=j^{OTn)3G0ojsu(T@ z1`&ea572>ItY*g)k>Y&gm2|# zrR$V>UZ&z9EGht*`=BqFaV`9vnHP&W>#khN)ukRfrPK#DLqy*nAoyiG1d{rGfJykb z5u~R!?VF6t=ENJ6l0vu$L#aR=|M~Gv{2~g@*|wm3j~|=EEiu%x2!74Lzrf+l@_Yub z@nXRblZalVgb@Q<+_du2pN|3|s{(8)NJw67on}A(Hqt~mhA1tD)H6wnECJ@_7MBP@ zMYWjvd|`7c?H^f-V1MtrFiGY%j%0|?t$P5k^#NQ+#Nj;X&x|7eGWvI>7KLCQHJhHl ziq4XzToDj(LV=(jJQDL>LVnOm^S8V1Sg9Ky zz=YsE^tKtzXs+iwQB*N-d5 z7LB{6JBHJeyP^4nGhoaljvKvJSgx37}XDcKDsfBBsF$F zdIU;NI41R%u7$+>mNM9FejbPzVcWOuJ9{G7!u!w+b|QrIEE4$qAZ&UvA$Ee*y-c=Mo9mODfsR+GWd9fHQUzl94U;ldh=HkIS{Bl{5kv&=r#&NNl3)@ zZjOx7@4i+XI#B2h&fR~XW@#^#bd_wQwMl%`;WPq8Cn&}+1Y=w~DpPJ_@bM=rFKHOxFQ)F?f3ji%6-goz${7B=8UaQEESg zHXGE>mHd&VhTQP-19qT52RLI6@G0;h1%d|_1?)GY^0L6Pg0c$~FhF-ye)oFEx8nzY zYvJ)}gDrxTz1Pcx*t6+pAbf&6u;J}Iyvh4S`paq)D8T`}SEiZ>Z+&6J)MHtoKt9HP zCbFR7U&Tf+d~qKL79hd_L30IBzYm`tSOU!p2i_=6yr4C|X86KvMB>ltZ-{`8$>0|< zIw^-uEz@zw7k-RAE_gfl;0`YM|G#>j`>VAxlEmNaOcY*v#R2*Q|7#3%yui)P3{AZ6 z_doo*lEAfp1h2r?D`fCST7fiP+Y=GNn?!K<=TS-$E_k#M9OY{Mb8~4zi-X9J8Vzoo zfF6^>XNgubU~cjw3ix=vB&ffDE=>$yi(pd(?g4^mVCGj-b}))fgRfhyr`)6)Z-_ou zhU9us{xgG%fXo455nAUdlnO~h1>f2fh2V+pC`IaWU7$hOE)x<*zEarhWt7-cOGL5zHFc?n*C z&qFO-XK$8Tw6KXN{M$|Ok=OsO+ABft@gz00E5Hf(=+W1!oYw)8pl%wx7Y=I3k;7@? zb7-I~zdPAXh{cHo>~v>h3($|fJKfe|Lg?7YfcoVtrp#k85m)(=#*InuEmgFd$KTu$6_~ zm&suEuilpm_Sa#;n?Tr16NSPYR8T3ZS|xOpGewn1`D{J{!)-H}gocTkuTiKh2ORz% z&A;CQ6W{?UL5aj8<>ZWouNZ_zl?pe$=f5l*RZ#bE9nb!}7Ia)j>genQ;pN{+OJ++K zhbyDw;|v?=OVmo<`4ft6suO{RH=fj}RqWq(m_9BVvI(D~ld=KJi^Z!hV$6vIpDnOM zouC2U?cp>VXZz&w@mGRQtEhlY4j8|z%)67qlU|kzRc~*Rn(FFqkR6l35w!Bim%?|PW{&hHqGPr#`0{6uKuV^+!PMD$Vv-QqSMEHzLvj>4(h?7ag zLawZUi{^JFv}+SEWO}=15c`<+qs2KcE8dZpxMAG$HDgWsEobWqFW{Zi1WHZ2Y!*fsI z85>)EXJ@CVEsQfQ)bV!*S`xRp=8g03Zk5aTkDh&NhfhjG1xs`Dh2Y9gRK<@B9?Odq z%PruqEO^wNqXUN<{&yk?8y=Rgx~7({`Tp`BEXM7 zv3>|{J5O%NMZNc-&$!UNRYvu1WNa=U-L`whh->K_wBf!)!T!dFiO(p~7|-zU7l!~% z(u>T37E*|CkBgaE9+}~K zWK4z?_$Gyb0DwioFJA$C&|^J^MzPD)*lG}jxV#3)?hOrsh5wO-Pk9Ldc}Nj(E@aRp#DjNH6#4_)BK z9~d@{zvr9}X0QV?B6#4RA6~)o-|g##%0B`ePAV=dbCG{Wje4Z`?<2pKzdeMt#?6tFA54H2Q$*uPY>08oP2K#Mz2R<5%XZ%z0OW!+Gmz2z_Z#qj zjL1CqK12en*w`LIT;1hiKfWm3*MG-v5eHNZ=||BWCzlxj(d7Tr(Sn#PehYwsL|evw zgxvj}xQ<8Q#o&ynZR*A=Bw}5`UG#)pkm{+8mi= zi|E3J@bJmEod?^x2!4R{Y(!>=6k@b~7tC((c5HqtML~NIkTvQ2V21Fnp@1x7U&aX^ zs#4*GFo)b6!AWln>AO*WLpB z@5E*KF15Z6l1i6_5>6A?g>&6PRgEJu&wyoqBn2J z{Ul#tBsGfITm2`delz9Kp+TL)hkeEQNGgPDnI9cu-6 zC|bcc6urZ0oldH2MZF)PAECHmPd5i0^h<@?b;ug6E@iJz_Vykexs2!KwPeL$-H2WK7y%Ly zw|qt7z2cu}T%;I%+%l6;q$;Wm8$BlW4VU)=+dDg3vX`O_1othH5t8YT>hm>-o%6Cg z4mTB?3%-*;^kbO8-Mtzw{WKid;7$Dd8}W6#iPgpvBel6hnje=AKdxPIWNex4a1faoW%%s%r&EuIFD zlaN5dgGVlTpo5spP0<3D76rF)Z*(;_uO=p{%RGR4+sJr_rR)*U+_pxXc$^}_P8ESS zK~xcVHhxAm9mlIMuH7#rp@>h`oiaIT8atG@4!=Vl$K0kuUVq-&7U!OkE1 z>FrY|I6l&kk#od}5M1X7xdkah4YFKQ{C58&w><6P$eT+=5Xt@g?Fc6>~UCrvO z#Y<`0XGmdsR?AU!ACtoIO3*fU;(cYzTcesjZ&wQ#C!k>C+4xDme2eAGV0vE`=f#k(Wt!Ks4Wi1nwC-Eff^O;AJntFN0 zsdh~9GiS`VGfGJ+?<5T%tad_2j?9NHNT*oE&aE4v`KE>ZH8U4U7eoTh?};eC$FyqP zPc=q=U}dhqfxP!!%Yc-8H?SAnuprtYfHpmR6zow_j^{Qpk9qIF9{PgIg5A(IKmW3& zkp2=|z{+Hx39usBn|1K9ouUxLyJe2>c>s!?BtET1*@+fBOpmtJ7A>~oQP-^^gF<#b z)$vbSCje)R{Mpcfh*&5pOmA0rjAcddJ54+VMMi`c;_k z*&?4(9155m3M@}99p|ff+(ealUe-NtzRdV(3rl9cH#6*dk$)k(pg*B5|${?k{6+^3t&Os zN^c`PR=Flb0SpTGDW6X!ure)`0qkxg;U}uc7*4=u{r@?N*fw3`1} z&epsoWYe$v_>@)W#qq{q;<794s8IXHN(4vq#|=vW)S&tLwY7?eSNuU;0N43qM#^l2 zd*@ze(gfrqeTP}&vhn88=``uUcU(~l@ATGF(v1u_^|kFxZIA052y$m3;AT3Do(s9{ z#Z@l$HOS8zc=C7la)A{F80Y0i)C2MX<3cu%?!{@3+yY+3ZTDS<;SI4jeRs+ySBTWw z{QgOU7F&OM7P-Mbpl@=^Icg6N#jD>O+w@L9pJ5)*>8hId$9SXc z-C6xbUO{2^+`!k6!>dAj;_>O^mY3KH*kN!EMO81ai>s4N75E`24xQP1})3T1ZIo@!ZVxj+bz6+)_hS z%owX(_Ro>ko>+5(j^@CIjrS0rj=37QT=wV}JQkvI_bP%emC?HFWI59s0w;%e_t{@p zA5?Q*Qv+TP)#h^Tk$U+nhyB6o#|NZNq9ooy7sJh&!$db^nb){^qVbYo#y zqZ0!=c5x>ngv&8NNJJ!ke!(SG0;6)BZXutXdI;j()#5?~xiRzc#%cO~WT#v6=1F?Y zRknt@#IO1)NVx^izFNx0AY+M=` zUT>YE*Qh+~_*852gA2c5jxTa+td2?-k5c)1eBfO;WPI(dWsM4=6m)B&z+6j5he$uP8PQ4cM#eVQg$jlJ{hKfTD4X5>G*tuz9^}deS z7Xok5c-V@e^cwl*uT`uvkv!(74iO8hbU{uHmcn{1!^S(W{xd$Pv{9jh=&!CGk!}HH z`0EDf)5nT)&VwQ+<9hZ}JI{=WB9`~2e=Jdw7Ii9`jgwE8N@|xI&_jBM^ z@r6DuOIG$YEfDA+1{Y2tQ6O2Nu~GQ_+(FG|g$dfW;L`qjFt<^k@alf~k3H~09A(iA zNc8PQdAtkRxuU8{&gJY?F1ckSvmNE3qmz@}8<<)2kSN-T;?&)_vUv@UOJrk=Gj`rQ zC(>^W(WjyeF8gc8gS*(#8qtV2bzixT!K=}33Zp-AMP4JRyONG>yK_b8bVE_ZESpiu z#mr&}u{R9kUQ~=XTJg((!!F1B6kW2u0gJ|G|L4*m@IHx~hXC1|8vgy!-K8gZud49P z)%7Gz-Jc6OP`!%`We^Q*O}PD>z-}PF@$@zTC}h(HJy6J)WG;;+3j%X9Gga`4(1xgz zt4-R}m*3(fO2Q8HAdRA!I5n+Y4rC5mrbQ+z@j)$qZ5PK?y(!U1s|2*NBb%*BONKUH zEsJl5Gl5G>>!dz-&b4Qag2i18OfK}A=Kw17eUCu$8Vv2YY#gJf4jlX zk6zQg)68#d0V4x2f+6F~(BOSUaE^0m?E#mDDgoyC@K%c1DKfP4sR~=whPnMuSkim* zsQ#p>rXz#G=TPuuy|khtqV}g;gVSx!S-7wDpLQTFeJ{4E_nRD0=}gH(k;oAFn`J`y z5er4N69xd5fOD|VQhx3sm_Troeltfl=*8-#=;gaeVQSF{`)z0pbC~OML0%a2?2|76 zCChVzz1c?~26z72H_cMJ$a%1U?E52kB0T_q6G==Jl?>t>YU^?(A(RtZv#*X{VMKt< zIM~<97h+NOyU{&g=~a$2xsaYbAb}Qp{h`0VPU%&Z#f)4{W?t#UOifb?DWHf|n)cz0 zoS(b>e%8xnbAHa0y{shYn=fUTivmD*{p_*sxGmiG{N~?);L-1)1cfkO%Hhrm(+f4}IcL#uA zRpMPL?1;laP%oRtl9oI>AK?mVvHh_2o|1I5l?FV3LGLb8>Ms{G>bNbMb%>>VhE0?m zJC6#vpbF*6sy$)-)wQcG(|Ro*qcck#>ISa^qzM727|tLt0YW#nu!Gay39j#mbr~1? z_jmUHD5=-wTH=|GdXKV7*JuA04f+im*g;e9K6ZV5J?OAwV`7U8niq#yy~b>xinZPa zwsvP^bJP4xB=I-rL0hbhGys!n47HejzAz9AGVq#6@3L?ElLXu@>1<0M=jLDfI;d;z zwdEXDm3=ue>^--BedjQ;8wW^G%Oi=`)2#m3mZr$Z;@$TeiYv=sC0N}=<;HI8 zRF~O+Qz-dCKRC`8nA6e8w;<%J}lB1Hl)OpXMHhiQ74GS(QKF2r7eW3B%6 zHaEFoI{kL^R1TR@PMid#hWaiFf!@($+mbZJF}CZiUfz3=;t(#V#N4$9peSyFmZ0H<5} zt%6Z*BrQwP+Dj4d(^FpCos9fSLQ=@KXmN&J>GdkP+w22q0d`g-u_0gT4uAPZUGuSP z)e6>4dgp2*NPE<;7*8K?txE*wcBZ{G>SaUGFs#}?r#nrJ6(o@D<~|pa30wWH!_Pe+ z5?-n@gw<^`{SD@rS!u;Pf*6R9(t`Zu4GPvVoNu00OF=4o}b6`!h06apk$%*|aC z@_u4N4^O*w;}WrS=Gw21Ktctay%fv6TYdeLR&|a;oUDF|MzxI<+4xJ$LZ;qK2HUe--MCLEE6+QPVp>z{SZlkW?4X^tJW7p^7_?mZcUvv zx-F}(0-Yg;>aRnWqpi9I?Q?>trrD&W{V|o_z2_B~_ct3LB7o4Flq}}ktnV_Yt&%E+o#lIu3P3iq{Tcnp(C5U4dDk{c1`tw@te2>&sb~+mh|Tt02XN)C zyDG@ag6LBo*YT`#b2_6O+#%hj*|P71`Ty~(4&Nr_q2ChXp}+j09vj;-q83K)J#yDz z7>n03RvA^$@gDnk*l|2T<-Y6XIYDJ+{$-n$(&0C(aF+Mc1%-D3BO4nQvvOSnPy1E^ zfPMDkf_l;bGMjWjw#tmxm{`>KUMSsKi~*{NP0Eu-P%!5E62RvdmeKSGINoKQ*$ob* zMgb{tsI7k*1I!EitE#cv8pVL}#yjV-*w!R~)TO5EnyJ$DY1uO`ak{WiG})pBO*0UH z=$&m(1w5I8+v)ey+AX242%_`Kv_>R_ce53=RU+I3xApf-eeaIso(WT^pvA{Bm7ib& z5>RoH4&?0Xs}#+q(acOJ->cpFuRwKv@i%~G@^p1Xj( z<;NR4e!~HB0G8N^@m+=w`dhDSu)ug-o#GVtI`L$|~pDZLg^GNeO1+8H{oJv|MJd_zA zh%mDgX6wBbStF0YjSA1@mfOPcF$IKpsem_8O5ylkvR-Bk-(q2eG>Vw77OcoZ^G7Pf z%d@ze!;Jw02G$7^7x#nn^*^OtGA=Xi+`j*~-?RHZmykYZ$FDG6P*Y<)JO0Xbruz3J zLp2|pQp&4-sh)nERCF%2VY+AQ{_S+KJmQjSzgUoXv#0`4ow}BMa0w(w)zoC9Iuw@o z??v|oET2O#IDcY55C{1)H=xg**V7>T0{d&1=^Nhj^H~q(pDdY8WcElpoyJb8UeW;u z*9fSA#<>FrD~xFp8>dM;DZ2=^t>KBIeJ4bWMw?mqw(#03L$t{Saig5<$w0f{C0W5( zOZXW&?{?u{hh7jdUZMOnzscz@9AeB7FLv#5fo)&UfbGosZx006_D!^=2>w`ycW(8` zjH=8j{J=(ojEW9z3$Vg2kW)A%pdKVM-#Ay2vQO3kTGnXu4cc(xe*Er*11DY}aoK{o zNia2!NoTrf;if?oY1!vUO%n^XftHnjo01WcuEi)_j#uYo2v}7HpVA&9#=4ua4nh^wigF zBPx3=ksGV&S)uEY<5kt@l}z5xw${jVu9QGxkG)Mcr`xS29W4@n_YwQGI1-N;Q39qd zm%CwXT#YMqH5D4Ohe~d1nTNNlUp{hUi9JW)l5HL!!g07&*1XVkvz& zGpo+~n*$GfeSXs!g~@ut7f7)SdL`Yyt6Ii>=<&OfOiZjd5bVsk7?%QT9W7;=K|}o( zYaz^Dt?F-_ZFOi*EyyIi1!|h)jqX@%%HNYQa*SbZ(#O*laSYmc;15fQb?y~deLq`c zg>lkiKD9v7r6*=6**Ey)opy!w04We{I5zHpAsY3g}bZ zFcoa*SXv`0S{KVyp+6#&IfW@xVuBsp6P;Wet7kQtGF~jSY9&>QTzK2*LuYJjBwwfy z9a#-#d<@j(vSLk>uD5AL&~B+c|1lle4gPq9vu65q5V`?lh_GsPNDy(*JaT9oHH>L+ zL|`;+o~@9r3?f1oqyLVyRtH zT#XxuP1$?ogwoyZ!t(5$^+yEN-l6e1WN!Q|y9sMGGq00OW|7b#wN~EmN2Y{rzIe6T zdSCV^#OsuvuC1qY-$x$fejNDKiUIj;Y$Bbdh4&P&KcGR{JIY67OCEQm!3On6e+ne~ zVy}GqzV=43=@-x!?%zSlZ}~Y^it@>Rq$beJpU513VJCEH^A^Cj8WI;s;TsF2DRxRA zip*oSkI?5KI*j9#=v(8@6!MGN+30m*wTd7dSadwqn2?|z<}Dmq{oP&c!jYRzOPW3* zX!c|2u}+fOrmf$moymHy3wp}H8r0L^`S>eEspL&U_J!xAKHG2Xiq&knbes>U|A^dR zF`15PDKvV>CuRGbm`*S=8!~8%MdiKe9f_kZL~cMV@wBWU>)cxp(lI#0c^p&rE4fcb zpRc1hJ&3qd=_}_*zr*<&&)Sc(6RfGk!qI;5w&bQ9kv$>%{ujn3!Nk^IIcbNUp}`kE z8UzUw>HGM=)6A`olaU7~$?nePcnLYyE*~!sArqJm+`bIxr<3q*M(GN!eZ;G6PTg8kI>)Uw)cu)Db*ydmzFu!)8AD ze$(8h_&wIOF4Upq+v_tKiC_4w7*e-9X+5~M3P_(zGhf^d>kz-@Bm0;uH83{bz*t$s zp#PX>qnrXi6QhjmKUxx}d7BbRQqb(>+z-jYG-RS(2u953u$RiPDy$v5l{#6g$lbDO zR=9F{YLWB_86EPl?DJR7+@VBHiFb2#fz?+6%MkM#hN?@?drH1nu=aWu5s9MLNr#5g z8Jx}vj|20&_=AT9{8hxC@W4kNY5F;l8 zJKPE1i+44g5{L(}i6kFKNTQ;^DwJ6v0|uMf=ews9*J;P8ijd=`4VLjU zuku7%m`HE+=~Wu-_POy6Bzo8Xh$W*}TZMnEB*)}1etqX=Ln47^lt5mmfaP`im2;&jlFlSJqgei! z{Yym>wczbW$G!cN!CS7F=WHHKO9x>QT9XqE58o!8Er5Wg=7_#q9%?i_Y$)mShw3U$FCUN@_zpqt8xMhrh7TVoesjO^TjVJOV=t}k_A~opDr_NuC1r=+_3D(6_gC&x(MUOQt@y~c#f-vJ%Xm`44 zs!=z34Mq}>TkA_@)O<`KwWFdjqgVCM-|?wPOJl~lKD8j?=h6)#Ch=tQzQiyv@|i}z zI*Q2Q;ON*}=a(|NLvYd)C3|Ny&>9)B$tt-ji3fd%^PHA!SZ%nq6}Kdu=K(~0C}(f` z&11rdW6`8l1{3KUcE?-l9#+^UZd0jS?q3^s(h4*Fa-rkzLH7ul_{2|ifI@Si%~R^0 z5t#-}{Uh-knjb9u187~l_yY7{1)~@)oX%Pp($gHTsPgxu+7s?jLxP~Zs z!fVeoEoqOU%iBpt>>U>;pXq<|6d$471v{agY4u|WDN9DH%$kP&c%sqf8?Zz2h>|?h zZgGq;V_?JJo0$8J@`l5Y>&U4>;6GLV{K99^O%_+Vl@uhDomZm{e_RtX7w;eE&`_C z3^jYiHDoP;Y+5Qk&KQrbe5S(a8WWDSB*}>)f}_2+83+Eagl!3X+mBacHW3#RX*N{J z5yJ;UIj}o-mgieCpf6mHXO8$Wg1~mxgLGE0=Jm*Nt);VP0QnSug9ytc_^3|O%$K;b zL#!(-Vyp_A{Bfb+4sQItZ9dkTFQNG^X~%drdF(5H`7+N}wTXIfEPLX~P+kh5Ln2d& z%33i_*CNh{jfKf}bDD(}$M-{vRJyIzB|cmo9pU#>k$VW;>lN*HtBE;M022{F zAag^rbl_r=h`Y4h(8VdU4Om*(4Ao_H_cb=4YvYYR;ljfTMf zJ6EGR6aw1eIndJdDpQl0pkt|J^z@h@;sp~rG)Tm`x1O-k+sd;=%`Z$?FLy5e#Vdl} z?e%hb=^T0PoHk}0+qXVoA&--g`~>2ISq!;{E{;(Pk^`UIKDu)f(0B2ddOja?K!qqc zbwuZeWIzjkzFlEXrhGWInMPGj(M9PoCn4%_N_(w2$wHKf^9Ew$* zI}q?`^-H%=Av^zT)8jcMmbNM5Zt#Aj8p>3=V*y7q!CnqU!TQ>jb;>RE)WbB~S1_Le7 z35poaC9C{8MqHTd3N8V5{LyJFxZaodx)qjkd$#JM6d1Zj&BaI7tOVZg&z8)qI4brz zOFW-rqeIGneI|J}Kpq;3!APT^`72k3K;Bu{|E80+!T(M*F!>N45toyhpt4w+NCS#1 z7#0{~+|EBDYQULDjC&nOdBY$>Mc;+0A%qrcz&U_>P3(_D68kWBG9!a5N>yO&nW~8B zuzz02miq(L*J*(#Y47ORu*ChI+b@zbEEOi3^x|$1_@c1ott1&2w4LKvTnR)sOgI3) z?nNnGE;t*;oBSrRps9&Y$R2xr`;JT?ll`0+Lu*}=SU_R}YSQUOWZeo|a+c=O*(3<~ z6n{~4;fI~ic+mc|vGSgM=M*e=sU?CY|L8uMRrP^^7lQ%@eV?4A zoKyj`B+fMJn$xw%$ciBgjJ2OU;%d9lrEQ_JyS33MXXwBRA!0flk_e zli}u>vNfX0^UQXtKi>8Jk>7eyworIy~ew!(1W?xVa3 zL-~!{X5DW(T9NVOyTHIB8AruY#En>$@V7UA8o&iZm*YyRYnJhy*VX$wOk&Lj;}FZ8 z=OQX`GR41d&}f|PyVgrK91o}EcryF(yD~RwS{2{iqSw8(+|e&%d_DU1(qVkF|%M zvOSY%Ek!0-xS2`tA&GP;=Qp}@A*&YEXV<-v5*0noX$3Tx-#MO~VB^~}?c^Gu{x(rJ)okAm7@Heg~*U#(&{4dvb+R8{6 zKFEQVQ-)9lea?pr(m$C7XMCfHH=-e4e~m_u6^?~qMS90ufqObKC854MlE*U>J>JNO z=#b_fSpo}Gr&X)94{W@H%dwpkt2f)tS(cyE!nZZ7Tc>;`lpMZwSDMtj z?pn(IEoQv?ON_eWRAgzEM*+8x!|H{G=N0}^q^Q4l*?wsN^&=x3i%`;5wNil^1&k~T zT*Pl~*SGze(R4QPV<#lAoFA-NL>V z@IQG~p2bFihH}qZ$Z3rwf)0@={Qe+ED3CZu0i*XgrX0^@M|=6s9!KxWPHgKvt$4vE z(cC>sWeFXT{ay>A^S8T9_l&zI!KOLidS?g}aSh0iqscc^6 z8cyWsD*S%+^j)#h`1zWnxrU^XsM>Ddy}`-aLRU(_NXH?CxZE|#urek7!j>LcAy6js za$Y5kYo`ue3zJULK;lOV5`xPcfi$w|za@aP^<-F}7HUP`DlL}Y6S(=~hEr7jllhlc z*vso4wQW~{Ik{h#WRPCBfaN%z_5yyUl7hr7?N?WX7HL8Q2mjY@jNzSq_wn;)t4)}x z!t3G~@BWWgJh9;Ee*c_~%6RoyTUPinbl-$a+znW7<7`OV}5(HD`(*>NJZ^95=7U9u(N zdlDfM!_Mmh^EXD#!zQ%GxSFp0mgj9=#pBXMrY07f z@N-2XXYMdVTF|z}kM?_)@0lmUYED-4!Wjuo{0eFZfc9ne_+8d6E#P7o_gKMejCU(^ zU{6?T^3VMF&NQ{?n?j}Xs6k0?*+#@_3FXO`p>J~c6&qLm%5jtnbQzR0Xh+R-FdR*7 zW{>r+Rz@d7JP)R0rk}rwVREe3=PhQyNG-{X6CfW?rjQy~B9dI6r|uxaYhsdjkddf+ zSN(YURm9e3P^38{eFE zWqb`31IxYwvr8slL$XB#g)1mlb+(zpyo*1)*{k7CU#ZG2&h9qal*P$-BIQ%t@g4Ouj0>XJyYi62E+sc&9->z2rb4*k_ zCdzT9$4r)z*narZv50o2*s^sZkl3?(iFVl9a)m{<*i%~2iE=_LMslRBTL6!i?69qs znFANGRz}r&KG>G`o2rvd)VrMABgXCz!~&5h(VZsVYq_Qfb*kZQ?^qi+fHye?ImP!kaE`aGu$mq zD+hR#$XbZI*pm+AR$kJ*QY0K)d^{8`VSW1T(^#X9mye`~#{NYL=L)Kmm+XOjneVIT z>h@X7X3uKJMWa?r3Ih>q(V|WeJ}f!v(23p1Qw(J^hx{g#d`gR{U(W{$uhQCg3FbmZz zWX64(H;6Z5k=Kn>U$C~~GLjUUjS4Z~>|hcwEE2|8@y9taCZfTk$tTJ~gK#^3MGyRc zw-YO6clkM^z+4{5(%T3k;X*m_5TZ~{iGTxV?db3a$24yxdRrqciM(53Y-W5dAKt&d zXBs$uf0#bg{sPLE66l=MR6HowKmrc!tErUoc1o=<`lXMn*JtJ>h};_yWz*&mn7gg90+ZFKdpbvQ=+{4aZPdrPq7tE zPvg##6~@=?q+hi!W|l|lUBRJ~WYP#?q8=eRx;EEGm2Zp;3r^PfIYOIn*e;I(ua07N zG7>>7sjq-i*DtT6(9B4A_ekw9{iJik_Ufpv%IJJ15d`>6Oghv2RVB^|sAZCJI>X<7 zOWzxbf5KiHM3XO(+-Y`wON|QQzUsuLW>NaOX*pP0Dq+2_>+)FrHQmF`ASy%lualXa zD}Nk=vHywAVzw%7)Hs{|yc!JcrbuDKNtn7xA;Ms(v7l;&U9uE*`1sPMt+agO%LB2u z;9(}1O_BSw2Zj9hk8_7Sg8#$TS4TzJwf(9nEjfa;ba%IOgLH#5NJ&Y9NOyOGbV*AM zk4VWN9U{^UjY!83XXEp}-*?tJ=P%a4TEpD4>$-lmF;TP3as8Ls1aBhGrU4|5=K>FV z0*Vg_x~7uREfvk#Qlr`9o6~?gvYqV<7ryv+Pgs46 z!L4G0y_}1LU%lx)y%mp7n3`d$sFy$APHJeMS1${-?ZJ#hRk1m@Fz&MuaD~1Mkgeje zA`4IwAU3!=(v=suKm64O+g}ia zJ1;K7PU6}>;19R5j9+Z(4w+So4`+#BmS>R6QW z4a~?&vI3ax2STbp=R7y|oN{gHX{VKNE`0~YoihPXrR&LVW~LllY^-(-K!6GGXB6B;|u|73G%*pB3l z-ggz!g13Zxy5cBqHZ?|6ZOeL{(~*-H+|sFnGJD5?s{#9RI>#C;!heuBUwmYsgWqaS zY}^hdhGrH{&OdPZ97+^51~@hjlW$ifmm)HtSUiBl;E(nTmkTGyJ)Wdcck@X<^_~bJ z`cTwp+dgsDUS`#E&~%lK!&!AIR8a8>C3ej2| zM8uWbct(qftCLzho6!}c+G$Zp2|4Pt>%o*zNaNQX{Rf(6)j-Oxr8;2feX?PQYn}GH z+gQM1zAw)|of?B1=_3r&LixF5(=}R;#B*UrNaD9pj`NzJrxe!IMTBKrk~h9??Vb4d zD_^InxYK9B|1xk0>Zf_?kh4>r>@TQdGxgI1z>Z@d(3qo;;29C6Y8s}{m$T{4wP?Go z`&MTClRYs7yl9$Fr*1DOUz;=Z6c^#LviQjsaFq;lG>5;ETn%-}dx#wTFyOrJE8k+j zx0$SJ@DYZrWo5h3I~krwePUq>D-oj{L!{jGjURAdqvDj_)wT?K6tq{r6IwMzO`?KL z)fm{9NFQG;5Jsj1q{Dvi3VcQRi#o>u7OG%L3G2rz74erO5gcyyyQHf_6c zQXb9+!C;K^B_%(Qx_d=)NI8$h8$>0zY3_)rbwBQ6YP~>-8zR9Yn1$+)66K` z%)@&$I(o|`#&Xkj;new-m_kxAd&54d-j-QY`rl{wX9GOUB%*B!TkoG@2BYSu^(h){!9=Y4ts{s_c=Pl2yZO4{ep|1o` z#J`dt2Fz@v9v>N4)Q??IFxVn+KsWGG;Q(=eBtRsjy&K9Gq8M{xSf@uL-dX1wnK|7q z21;KQdTR_$jA3xQV`Gso(U4XhtnGKA6|u=$n8FYd!#6Fqn_@jH$89rLU~MoB>#-2% z%aN_HnUz*ik{4PGZWBdUxUGh+y~s(3p^;9;mmGoha(wjtN3OBV1`CzII_$$Y%cRYd z`>}ArfM@+QLHK!^nw)-wcrN`C?=NL$gVT_-;n~Yxa#0ZSqqjoO7(n1&8 zr|*e-UeSXY>qaIqyW-J@dLGekWgeXNhM+!IG$iea2C09ExhU7MFQPaSy`o!`5u3OE?RmZ8Uixf1dehJ| zTI|l15Tu&>8I>U(D7G=28B8YpZZN2jK9oo_rQj^K^I%AX;TgT%8$hS$B8fvr$D~to ze^BW@FS6R3&6G6T7NR2!dfb^TuD&4~!R-6swCsF2IEk@A6*~lcw5>uBC#|?xvbi6= zUWso%L0Qv@?+VsuZH2O#k54;uPM>_7X7AmG#TK#p;X7~oQ#hj)i}291=|r{sLE&LaTlnH!mP)~$6f!anrpI~@H%wmMRb`a1t%t*ox1*Uz4#@z z@{gY`I!=m%d%@_5Jf3w#X`KH>fxvUn`6~+qscSgUCR*2Qt7Wj4#WKP_b0AEmGjASF zZ;*ZV>q3$lSj9;VB*eoKqtW%m(JdeyL(|J3BBmLB<)0(w-+s-{#f8`LZeP;aI9D!| zsHn-GdT|7i=vQjH?PJj2yncbq!d@UfKLnv|n2ouM<3%Y`JX|rKMH^F8Js`cnogu$& zRAv#ykp;*9I;l4y>4dzk z=_YK5s7Pf?*sehooT$pVLfW^8LF)MBuh`tSew@N)3Rtn)YQSe=%@11VL=z3!sZo1#}%bUwSe;=TM=u!$I*Q$A1FDfDqVl` z_RkEWl#5o$cg^8nD0@B!a-;$R#h#wZXW>`paX$#+F7h=>_p_+&Y9pK_r#a)q(jYpL zHQNA@MrpF6#9d8P^w7@EU-v^+v_F)z1gcsm&Ub-^XYlY5Yl~dFN)=P+`>Ugd-_Xv_ zqRn(D7f0jrnPk(_u5mApaVT_x!f9t5|S4^Naczhxy2hJ4Ag-gfi zPj_2mHSlW_^>ca|GB2 z@CugfD|k_#&(FBV4BjTaeeY(q#RG2>aIKXWn7@n8eaaqr;L)w_iVS9L7~QaKso+N~ zdQ)Q_>_CMJ{$2k`htDCIRjWh>?RUalG$#0ZwmU}F$6TG(C#@#fGVgOb^;mZ~(NN(7 ztR-yI&v+Vhk(#z>oOXxRk69f8KG@T#r#+bHr7H=CtkL>*neB7!EJdRMdEHRsg6 zoD`|}b;j4t+!Ck`eMZ3mCdHPDTejS0o?)-Ys+gZlbQP5uKFAl0tEg?^Az}$< zajriIbw$_u7yTH(dARnXD7;fU!{wy9>u8AC>o&N9gFaY?cgM;1evqIdw=Yzrv+BJIQEDmjwD&FXIX+a)wNN{;<<6#g{D{r;Mu zIQG%vp~@=|VOhh~UtdXp;@&glSB1qg8I*&UuAzy+m0*T=N;-EV8h-vXxa_bUadUCu zbai!Ip9&iuR)!D|6crS_Bo?fOEas-Chu(ScUb2dm<#0dh_Tok)iG! zJuq(KOl1|J&C${s{Sk;D-*w}Soap}XiFdBU*2|GnUK1H0n?KCPVAz?PeapuJ6Vs= zIJMJ=TRPlwU~3L*TH*Q;U&mPL;@kSWiuBe9-+V4jbBG4)c~BBv*=lU4MwQiz_VnAV_^- zbBlc-hL%^0)JBBr$Ppo7_3W9-I_}_c7r^jMP15?dhRIH-T3G9Jar*h+S(7+Z${MDD{l z&Asr?1ak@+%zqx}EPpn0dthz~o1f`5q1Mm1?B|CD-Q6tR_1V{Th4C->;U9D!V=ej~ zh+g_7fRw!DoAagg`9=S8V-{1W5s;EorI?2H5Pkz!eRLj%<#4@hvHXSyF1<$uw$65u zv#L616bKokqN0){MkD5dhsSJGXoy9moA@Y%btP$@ULTLbB&g>0<{A(88b^m@Z!>N3 z5}hwVp2B!B_n$Y}XL6SZ#iNVSghc^Caaf3qT__QNy+&Vj2`)}HJr^d~plrNkT`9lD z*=4q-sxcE|`aVA%P_H5DT3vU6AD2U@sxlz9=Vb6cBskv8`^#g8@(jx47^liS+MLGV zO1*7TYMG3}8#|fY^`Xo`$H*_W{kk%UKV+N{zKR0xm3rSh^8aK@iRMC(0hyw@Ko@U0 zzAAs}?oLDaAJs4MmT`H;u^1tmH+XDD`>KC_Qb^%i=LMW#i{^K$Tk~+xgins!_)wz+ z-R2%n&{Qv;W$n@DS`~nnMvW{To4RF-Trkwm{=37yN=rKufu4iO|+Z=nCI@uv9fr{uc4$SVFJ! zD&Cc8;pIKZ=~x$fbyWFEaN!Vi2bLkj{X_It^Gg1gfa9s-4P9PqCj@ZYW#>D-;qBir z5~|*Ff+1*59GnFV2RYW$ZFQ$b^C_njy5R)%luEj*iKW0xnCYMI&H*FU6&#Kq{)sN=g)pQ3-vjPgBv0*@@Dj6)+q~bk*%*_>Bt@O$;Muhv-LU_0;z{i(=Q6v`9ISj8@h`~)(%ZAb}>!PF|)ezwwz-GQo=-6mMQ94 z0y{5$kM=!qBmhEy1jK0{pz>Ru2kPlu=Z@Txqs*$Nj=HIY{5eh{;4>-fJZl>jvM8U?)Oss6t9&;zk~p3%is$2tZ`~A;8J>^T zKRLeiC7RJR<#fUrmpkP;H|fTyDwj5|(De0XP~_^I4=zQjDz3*ay*VOULw@=StBq;W zyRV~|zcJSQWq0LzKpWopP6J~R+X%$NJEpt}+st!PBSRRZO89dERd&=bW_;B^*Heok zwguLot@%+`5V|2AJ=O2Sjwp6aD{-krd&t~N4|!kvny!+Wm^{0#?R<}$rL4JG zBB2(4(J_+gXL!~G>?SM-koaTe>ed^B7bLl~`@NJ(rjq5JPtc58e`j!Gsl%ed}Q!vJLCdwbHmca?_2ck~o2L7O|T$ULEnmv4@}{Ef-ES+G4c*mMH51 z{+tlA4R}hRjMvYlinDXnyNd(djx}|nL&Zd{sZot7jAp{K{YT9tSLKAPcws*Y{Zlag zO`{76ZHfKeWBtYJ;zy_{3fRrUVtR>uf|S?`tc|Aavbl1&`cGtPy{jN3FN9h1?D1G*2^=(%~!{4ujy}Jpl1GQzlNV{Ku&=+Vq zAh;$yE$h(jt2brqxH`e&e2Wk##SL!JQ7U{JvAN2-HVYTc%sze6se6L&=TmjidXi&d zZJRJy4O;*37d$)=rKNzUqx6ha6^p_{iPR#s)5?w3A;SCg-B+^o{WWr;PZs0Sz4iZ@baWG4K7DYbVo-b`Gh1 zSX7az9_-L#yq^?bRbbkY33gq~{Hfiq!EaJ_E0joRAgbu~$~x_!>&FAFtjRz9x12L; ztUR|$-EFM@LLRmrNu)?o7sZ48YAopsZ~G(4JB4dD^>awxSIsgi?x#I(%06_tG5yqG zSF1e+AWxc))r|R3S(+W|$I_#wBZ=qLamaH!M~JsK)=O?wvL86ymTf<59dsn~b(@|9 zZne8e%y1r;7*z8v#0S&kf$MrtdX!7NQTVh%6xG9$yfq+`10Hn|XR^57^6OXYW6V0? z)%<`r8YgAUB2XT$oZ6hc{ME>$$+4O}{S*&F!y1KJq|F4KuM3l zzxtiMVwAf5E0u4YV#z`j`xNe2q*BcHzQ_*n{#3Or@+a`2g;@-4EhkPu+!#~enocPk znx@*yE&jSw**zq9-u=tjR7?Y~6(7nD*@zZwqBKev+~2^q+B(GW(qPs`pm_ebQEl^E z_;4NtglMm~TJE+G{u>#L;+Y>V=kB5id*7$-u@jjmOpo*ozg9X!5QnR7=v<3 zoZ6&Nm}v$s*5J2&y@VU=h#!c%^^{I++VjFg?w4v z{{XlEiPOZ#8j9}9Sakt^(RUU0U#|+$O7p+|svfnl_xSwwcdCdc1TD!n%Px1d6pj1j z-URibrg?P8t{GAzE2y2eaZ9*yaPvWAv8soYgFHY^Ed1Z&QpeEbkN@tCf$cROS9Vc} zfE1*OHp(@Clz{h*EU*^UjrI=_aV=psn`)_f^0DCT{}eY{G_g9R!&7CJHr}thJG+NU zz27KRJRMuZGDFUl4N1=6;=~ITDhW#ajFr6={vM@_O7G^E<+QFA?s~257QKYsqd49q zS(RHQ^QaoV398WC_l$=HWu3HwkRS`mMDz5KngFYW=LjL@;fSgo`b%fMFrOD?Aw({* zYLBT34Yd1{@!KaT!h?c#YA4i>j!gy1OGqdLe2_-#9TsrKABj z9o%UOi2!8gMC7m8222Xb9Wo-WlRfW{IFse`wHF>+m1f?R1r5zzi4_-#a6@Qgi^|kK zy1HuO(f(Xei*`dyrJ8?CbE$Y_P$3#)j|-hySP}{wPk{EXGNY9Tv#)j6M0x>voU%Zt zAJ@0P`^v>U+QV)M`Wk%NG3VWXxf~buU!%dRi@H&p+bLcI4C#|7wB0iM+s0f+Z`6*> z{fsEskPqo=?uCdGe+m0LMCYOX9%s=%ssUgOQ+sl z&pHZUpOVgc^SPT>$4^`>s`h533UDkpK2_mPxYm!2pB|!;tRf&96LDp->7}bXT*iWKM(q7B}zjOs&mLyNZ*=GZs#bH0n1r z^3ANdSi`(`!(DFY{B(mWn1yY%dn;^gPh1@>s5lQoMeZ2jsX}4I<7qS*w+x7bsrJo} z9Bz9bKq}2_wf`l3?C~^IME?vdGd%ptNxELn#PQU)iDJ3Te@^=LF7N4b-3@=i&#o`o(6=Ou>**hoOPIaNV_Aw#<%VZB z_eO31&_U3|nN~xV_Qi(=f%ZErZsy!O7`%gw1-Y$Ztaiycs+?J*QBlD6FX69fb3))K z0U=?N+j_>g55#JH(Mo{x%QQgz9Zx4s-}D!0t2l^Rf1c9p$m@990Wl_Oxm_tpghdU* zZOPkzDi39Ux4I+@HDAa7n7`&bYwlf^QeT{tOVclQK#rFp58AeGN($?&vV)TQvR8>PjKzm>`)^6USm_iPb}N0__IP{m3NOf{8ydKWL27ei>(X* zcMLFb-D_8W0ZMNXP{>HZi*ytM#Ni>qfj#||L|(1HDJq`kyq*qpb?JVkt%C>ybGRX* zkOME2DE7E$f6mv7XeRQ@PvS`mTtg8eXSlzdfS-h3hT}gQI|H9aPB;`pxc$A~k7VBu zr7CcCIOABOMvWDSsHQaWRWLz7L|lZ>#RGzU1Tvq_EgGQx+46!0>I=Cb&o<(%AhWND z02L~siOd*e<2tSR!+?bDXLG(qS9yLN{JFIEt?bn30cFJzr$a>^>yypfqrnsK9JQgP ze4%P+a_tN5)cxL|NFq(KXGi=I23250=Ci)@K>*He(~PIzk??7YGa-&v&z?&C6>o6? zqu=^JJA&WUr81$m`P48Bpx&YU*Fy@_)63u$0_<*Y$I$6``ZiQns%>Yv0}s*@jBX;{ z8k|Lnh6RkuHE>8JSa_CGlNj3f^!i`2+Y8EC-eJ7s5n;!V!D=Se&ma;4PT4M*jPU{^ z?vjC7;8{ia^a7DzGkfea!k-Wj(VJpWKRcFJmdG+}o73S6K^QI#pwOPLrVjs=PtTZA z1JTQmS-em;-T5g|6rh@qX$55Ga-m&8xHLrv&`PzQ0zao$K1c9|*W*ZgG=<+IEYqwN6y^7(pCb*|6rd#5E`CT@>%l%N43W=JsLlHRAN{(9S?OLtPMfRz0+*L9 zZQ=C{Z;?2n{nV!j>sP4KY-(zEnBwHzjr^gx8C}V5@APXOJQdF=_MTrXv=!_(*?Ncc zM%y-Uhz;W#rQTX8rF)fE*f`5@lQDzN9Wl@V@#oFalkQU()P-NUDy28>)}KE`t` z2pZ()m_evY^67$g6C_RhLSWrRse0F$YsT_<*Im=?B;~;lV&#^5A3PQ<1k$@lvG2Z< zopLzECOp#IQWQ$#l9|jQrK)4)VM5zJ@}W+V-i-^WLiuY)O-f`MW*NNYIx<*F|E92D zWp~OBoNiVzd}h|(>Nu-I2Lmf^m#cM!3xtXqU5zVNr#@og@F(K^+arZtr}SH~t@Uux zd-V>fPdu3@#(xclI%XT+uhHad(Nn#Dg`rKHKR9s;7Sc6F%b#S~k>xFx2OE{q}M~J@m*YG1cmQB)jjl-=i7W zov(gX&8XkQlv~cgp_#J_0FEwm@r8G%zH5X82FWS-QCmgxbpu*-yg%g(drV81sWHP` z3gwSJ6xrN+gYO3;!Gfs%oC5w}*qATy;I5G`3M@gCdrSiH_Of5_d3^Oh4M?6AHeaiX zut*ElQpk`|X|Y8;o1Y2FElRXM=NWtRI9TOG>D9!3826l>x(J#}3HCRuKs%4}pw-(5 zqN@eRqHB`@-_Y)qZ!a0oM_w25I}X63RO+Z388zsv$8;6ag!g0zHI*H*{W zcN1XrzAtfj%r=6}RWgW7fL}-Wxg)>`8B&n3ZP+Nj0OCG^?Sg_-q+UfpBE7dPuT9Ne z6u6gGeaL0BBwjG7`BOb1@=+4cn8pC!Mx6DG30`tB-4N{(!28Xx_uXwOl>Ok2cv#KA zjMpf}(1rp-Kaj107yP1w;Uamy(*M`E&14pKp?odZBe{LZ8X?4iwaaYN!xdsgr&X3B z#M9K;d|K9slX~Z0&4T@fa|M#%C6qCp1C|Npmi|F!09JpR9%$g~U4Kr)cY{Y!mG-e! zuu0wsrbPugPX$rDXxq@w*>Ol3_$Va&>ObFmY(^m`ZgZ;KNc!^E285-l*wp%>l+-Q^ zqrSni;jdZwS0t19uaay@E!^0{fVGY?2D|@NrWXU#DBO8m$BCqzW71ASDYRiY@FeGz zJ(OrSV1#^B{m9h7$|$9zLBlVqK-n z$@SW-pLfH_%v!21nFCx9>_%eL;Z4+BX4^Kv*n^uxhx`a7#7*Ec+!O^#P}qiz-@u>mSRg_SWOiflQOEG&&-2?cAB4sfKoe8$RkMA64o4 z-KXX>(mG`Qmak7_j7Ym}@f_!>^t7*hpU3;X$QgG7SO%IS!A~e8d}O1-R~Q_f_o)@e zw8LX3-Az}aAoe0OJ3s2Sc^5K4vh>pOcDBC5uA;ok=HnWN$giZ;)q0E)P@WR9uwOqx zpXVFg%&e}Urtrn?1{%rY_HH-Ka1JS@+25kqY(lk7QAh2OK&WlzHtpusv5eLBQ2-uJ zIbiMenU>lqYji)ks<{{PqAI9z<9(GtB3&PKWf@Z8fA_brqTM%Y2Z@@E73}O{ zX(7*O#S;}S)jVdfolS3vPT|kwoqe8Cq=iL5MRek(+Yv|d*p7bMW2U7gvf_Xv;?7Z=hF3xm8(&ah9v0YMwlv3R=Oje%4De5 z^E^+4lqeZEWDIF$c0K_M1{kMZ$XJFy_k&5#^6iEI=s6$ZVX1yyIYxQA{ga5uyt~ed zRwrHj1@dF1v4Af$$kY&tHPZFLMEupgYgPu^1^bZ`TLzS4U

JirLBdgF%cG&XYUww^IrJ7`O`iZyN(Ik7Lp@-PT=n5maH>xq)5uikxkdRfi+e@^|5m>s8WR^{pZ*7(JBhWHPn7Po48lvfLMUvrbJr%We5V9SpC@I-7 zQnkPZ1_cE2UF9nJ*FQRv=a>(0H~HuwEaI2*Iq33haIo4s@~AZtRD8K0R}FbcDH3;h zo-)FCwCI2pf~Ym{1l+~-F_?rqnkVgRa=-j>=S+&Pw=%qC?CDX#Po~sQDDR49Sb0`LGdqj#WC~X9FUW6xhqW; z#O+f0j6lx2<9E$6Lcy)TO-1IeWxO^Wr}#UOPi55Cqw1*fmy{~SpJY~Y?p3l26`{Rp zok)YtgdubjYtka9%FZY6<4qrg&sBZb>-y9pdYFlS?Jfuv4fMp?r#fE~82Yf`N?O(V zI-7wUL*zUd8oYMDG0rdfjt#_b9+D7!raUf%F?{ z;nWlyGBzo2V5)0R$MiwKr#D~7O4CP4L+aY}LHk`#06pk3^0VbevZF3AIvCsPTG%T7 zEs6ibPnE=AzOo)o^&a~&R-rRmPA@mu&U|PrA+KVRctIFp{BRa{DMW#r8hW-ihYN0G zg)fa&($niOIIlQABiMhRrmHSM6pkG&sriBvp*FN%lb4=k6TEIf7G!~_iIo3_{Bl41 zq~rK7K=6|`Jg!fFan`4|54yk-;*F1=8Is$juYa5tl=V>(n|6qImx&qi%sX1^FQrQ=53`RG z!-9lJAEM;`n%4b{u-jlE64}ORnLXNk)E0V${q*YS=+11QmBJw&RqWs^%zS|4onRQ7 zx`h?036H}@90P;gQ|-pLeBxWK_4Il3+5D@YxGtZz+Gw~aGCR}$JwoRE6~Q`sBTAT% zl8atW;otf9Q~RBglIB}td4v{cfj{Y!8XU@n6@uu>*A1g+wmkDN7&06%v3*jZUiR{r zyT#@G-o8FQ6=oyEw73yNIrnslz@~ z5{(Ol!XTAg5hwSdYUkTqPmOC|=6)h`i)x<~7iL*I0rm?sn*Cod5!7*f3P(l{lQ!9u zmeKI=Xh}Ak0#GLr)*!wnTkrD`v3&?Lxe$esLR1&A^4mf3B{K8v{`$lj&uQOy-E{&Z z`S)*;*&m}~v4h5}(vs2rqSfGn-A(Lw1~xVfJUl%6MnpVu9CP2G(ua$3@2-Ik|KKMQ zo=fQU-F=4PJ*Nq>o#%tSUxWlCPmQU|=UmTVpwf<8!v)e~DTJl)3u4_%Li;XFQQ!VI zPUo{H4CQh#Q2e{Hm%mw}rogqN*Nr$TyUcdbTb%dBK|A=+n)Hfj@a)pd>byiBFWd}$ z+OXzBmoeW?=xsP3$3{k>Gnet*;_Neg!?@XU>ECcc9#6-NncCWDbuc!g79hg%Ijw8^ z9(}VcQZ$V8o4EaOvDttf--IZiSMeY-Hx~j-FlgxMt8sZ&>ZYgflE-qZIdZ6P90}6` z=SXYIDI_CEIXOQ)${v(cP0SSv~9CEGP+7~k9?wW1I^xIUhGk=NWp^>0snM}uaf40 z>vP-{{Cesb!3je3$0gO23u^ z*N#Y@aE}huoKMOBZLLRrg99dy#O-j=f=w;r*XeE10Z>(Ms#{k^#B-bq-YcF)$0TP# zs^=CuOXhM|M(B)CTjoPbNR-8ug8Nr7w8s=K+js}KEo5P=pga#lBU-3}x1aHD3uVCp#M6buI9YcFDvUb^OFXs9{ zMZRk70K^H-NwU5rLzPCvshQI*JNk;+V|kWfd_On~L2fr%#A18BXEyZZ2c2sO>EJzK zh|SBXHn1}uX)?XrEp~VcOY8BC)M+K&D#saEZ(B)%#WwmC4#v<4cIV&ERMM>Bd`>-K zkC-})l08Ejx?A_Oi;X}Mrr&yPrTg?PtCk5u%jw}a&Lr9PNZ9RtUXrR*A9#reEpm($$*w{Ux<%1eCPl~4k?b1zK+;cS)3K!wMRy+!Pu-9~@hxVamPcu3^fsdrVa)l9z|CLWP( zdAerOE^@>-Thtc`-;7QL#{%nOA`pbxp|i^8OrJJyLs_U%8@K9$1y4K~h8_i06$a7U zmPp!0AtM{e+z67L#n zX14evxVG+PmQ#qNd1MPq1J^w@?ci~&e`8C?&<-0erbNbS0Y)M|EN&A2mx28vpvXV(GY9$`8YT}2JBfW z3t=%a?7*L(dk|6;k`-l?}%iX|gJwpSKJ`priaQOV+_H~T!p zNIHOdI^{87V^*|+^gzA$=TfEvaf!>DoJFVcpX6v!H|`7r-xRnJU{Q^7o5VZx)cM^L zp@f>ztB9cPk`1FzAxq6)HnO{YrtCEm%!G}< z1BN6_`P)IA#^Xhy2Z|lYFuqLvaje#1pu% z9okOSs{dkB$1cYvPl_*SkK65a?d@vzP;Zj5KO96lH%oum8JPW60IJC9MN6SJO+;mP ziDwtlW4E(uF-A=jMO)V#(AU|U{|v7U#<~TyN7j=GYhiGY{JOu4wzfy9=KR@}0o~a1 z+gyy~5#5B}GQzrvSQ#}xhN?|HQsuCOb+h7gS!m~-KyRPj5z4UwPJpm3MfEvc|XYX_Ox<3}Y{UsXmRybkfiB&MjbO z9B(A(iTqL{X=y$Uv_#}qaQ7$umKmp8t8(r>lGWf0!{zg$?@sgL{w#>&#HAnutE|fs z3zKXsY}BQB$k;7*GxSIz-4uPrAVWY&@jeH+n=H%Y`C)Kle2$|U0+PlRP7D6E`~3mq z)Y7AXMC(H;W|&18tJ|sZ&4(mnCe^eo_@Q&=q|0Lsw&blyi|p)6X1uhV8-XfL#_Z6} zFF%=|&V-)UC_$2s{6D!RI}4vD4<64{RPSN#M!MF#X+);)hC{9>??FZM-TLW+|_99fo*hmiG7GqJ{vqEAytdi{U?y=6kRM6Oj8QT!z?*uYKaCTW?ZjVDqEI| z-b6P`+yWM5B4sdB9qmP$N;lV^cTv~H1M0y`dx(X%D&?x*hGKtHzHQ7RErf_p&%8)+ z;_U-GCr-<|j(w{#q7ERd{ZgwICCpoZ2WngPg-A3B`h~3!op@_7AB&bmsRHUj%BhNf zzF<<`FG#l{7vLtc>-?`-pyE7QO<5az*lyZEEBVABS?~u+(&%SpLuu}m8tg_m|FcFG#brg5KHrv?@X~^+ z2wsQUX}pXQVj;1ze=Zgi@6F>rQ_(qrX6SP+e?t_rDg@o&fz@*(*My(`Txh3xZ;ORN zj4o2*pIK6!g8K2;h1OY$>w~t@;0Y-UA|+X`Y+b!*fymsTJUDbmhqDpm-8n8s6T18y zTI6!&)wHECh9|w(?k_}c>U9yaFRRMWU-I-#+P_d{?|n7#bpZeVsteY`yl++gwgPq1 z4wNB`xhe7KDq`gFO?_Domt_W4r@ECMBQ+g*s=I&9Tym?^yuIKBWlpdouJPPTz^`<# z-rT1DqmEueTuvGHb|g1_U~wzmD+C>?bU?_JXyRJqZ6B{K)EeAx1KEL z&Z;OoVtxa^fuG|Q79-v)1kyr_{BWU~mZ;kSD)%ST9b5K21u~kQb9-9*iK|i3LX+8% zzYDb<3(ekIg1EUGwOohVu{}V|{CL6hIr#xILhoKJg75q)dXNlT$W-Nbg7RkqibL7G zhoE9)VM^ldqonB`rB0ku>`a>to2_96NaI@|NIc_sOZVE6A)N`L9Ff@&qgp}QD)gJz zB9t`)6{C^hw1p8-_-x$E{{-I8p=2)gUmXkwzW8(*Ib>{{S94c_NXgSv0EGA%3X#a0 zTRR5yi-gWli@>Lh#O?bJ0jDaMsGeq)Q<~O;B#hMT@*<-wcu5sxPgv_yVxfoy+w^`8 z71h@QNe!1Bo#lOJjB-zn9?477teBuYp({5wn#=N5A2?aAcz@vCm1|$UU=rl@lpc-J z)hN+-W-fwigQMqsf*QZUPoKlR-C7(z^(XcT-}D{c`^9T4w>FbmUlYUmx_?rngsdVB z7a}7)8T^m<-^x!C%M%zPkwvB{h4aZTAKb)@AFvCUxEPtWQ@CWf2dmegK$-2-%U2KQ zpz1}}jfKu;ZlU)4)8;kV=b8g)MD}-{3WwXPQg4}EaD2=gMMQ3_-551_#$zmH>g2U; z*h8JUWojng0JJ9AHg>dPppkF@H0(5wwZObYd*A0q=v%#xn5Hoji9vN#VbUqMw}8(jarqeg;5jCgVjMwAC6elFbdQ8I$hY38*^%Z) zioQ=X1W9YIZDd0hE_(@Tu~AKvOMbFKv}PGyoR~6OeF?)YYiIimP6u$^*iMFfvxm_+ zE30Klx~jNcL}`l@UYvk^`^kbU9;j16O$1nmtc}DbIBRzKg2)7CJ)}R6osvA_{eo-r zVWgFYS%kl&5qMQIXbA&u{^+uQl6ZqPb%_4jQOC{7ZIIA6TF=^To>8xc|J3AfK1g*kd@YK~8cpavHgFckzh)njATIK<(? z;*B4KYxu--OR)~VD0jzz@(fKQyEF<_&4H0*B}uSX2nGlCmdIRE-ZiDs`&IGz?5o}% zBj{T>jNggc7yU`IPnI|uOYIIDhfc3s^Cl|ZKj5tgIg4u%krXe6bL1Oj%VURJo}th} z(qLY%Cs4eJHnN{6DldQa;RW@cif$&=W)mWdHI|8exsX_}(|02R&5^)2Q zahIZ`&;7Y19Yv&Ot@i767?w?*)Fw_Je>HxTTL;ildbnNfnLcg36~0aS_`6T34#$Q$ zogA`5_M^UT#ZQ~O?sEJ6$_H_ZO2eqc!Kb%yn>yL|k3oK?joIF=8nIjWE0pq`A*sT@ zv*xJgl<(SPeL*WFr5HiDPRWxF78}AL8EDwLgOysy7xrM%4%%V)=7DFGl9SboJ;AUhHl$ z3d8AF2G==;hMOkemqk=Zj@DI);Jod^$zq)q{QWc2{mZ7XKnprPe**g?mO7fe8>7F& zIHD=GpQ^!e4U-eQh3-E2Dh?rQe|g~lvGtZ=Rdrq4uz?5yvgwXZBb|cehD~?3NJ)dV zv~0S&d($l~EuGShfOJWBzl-a-@8|g5?|uGxsIcambIcLvd5*DO2Q5Uj_^gNc+i%S- zQrjA)n^W0~2{g@reT!$4CfptG$cA2wk)yfb`4lafAX^hRi3galQ8Oqj@=%T;)OO;< zc_k9|KHR%d$}>C1u^yD0wk(w5Pmabm(1ci~_E`Z7)(B*gx-tetBcVVl0N@t1jyYqNggPojrFNT?meEhJ&P(-Tg5IGUyP@e>b~p(OfJhJrX(- zdlO|BJqF_Nw)INTM}AVedBz6zl$QMvNO@o!)HvO`wjcP!sOzoVf7zk5tFk{#OJIT_9LTR7^Ni*ax3^br(b#bT1WM#md#^AjtxKjm&u+#T8N zj(q=MizLYUP>{qEE^53aBUz+v&<~!(0HQP#=W-pNANhm`8T|$7vSxNGynvLTdh)WK z&t-K2l}{v!4>0RBfFQ2g=vic-<7p!q^Eaw2+m^fj#LBo&Z>(X9y*6z7z0L8>G^wZ5 z9iQ9*50SfJh%W9l#!4Cxl$>O<@5Nfsg=N!kU})z}FS>5Mf>f2?H?T4y%u$HD&ScdN z01UekfHAv`I#q!tz05qn-X!B_rU*cF0~4y(Lp9@$y#f4HT2Nq@F@q7oT+uP=_{@V* z)_YtzA}-D@KI!Xtqw9d_xE27TH#anba_w&H5e*~SLL(#Ypt_;TnE*=uhI_q@?sU$v zTj0bP9Q5N>i!y|zi=y}o=VxjG!U-bWe8nQl8a59}1{;olrp4@C+PfTL4M6-^P{9*;#eC@V9BEF?@YFNhelGD* z*w!^nH-Q`chFbgT8-K-#Yj@lRP~kD9&s42gjZNY|6{m$ zU|YzX)H2@vG5Yu6Gd%1muXl;mF8RyG;6k(k$`yv)7SHEm*0G)Nu15^G&@2w@8|20d!<(4+xy@eJgv!g>ec#YFb3ZE+GZMaj-w30OX8^g|mk+*y?3ije14WbB z&hN%%r3Cvlx9#O9)k6cmVQ`R5{UC*pS{$*;l31R9G1v@tR0m*Ve#u{&fM^uILNwATFY~YJ}w7VAxYFKB)RjR(rlU$>uv6x4K zBYhA=LJAkLf@4&UwIAgK&qhi1@#HmP;@7_(3^xABp2HJK(F3Rs!dGuSyVwG<+k--| zdiO&>u^ieu#|_yfm3n^ zB{~jxWXuy{JqUr0Dw-r)sAPb}jW{j$XIX%!E^`Url#eI^x^ zV^q&Vji7Cxc5aQAr^p0fwyf}RzhJB3=jMObdgE0%hN=SJR_VI-ESPAJWeq)m-K0OP z&foP&42<-91rAr>jqoA=#{>|-+ny^~2P~<6%??V7pUu?>B7kIlTCT3O4IK zz63=J;QMb1tX2%q>dhCHn2n_UxrjWA2f$w?gDcx(qHYow3}=e^_;TPM6#$l zz=h$OJm6Z&bt>BVe}<(q^rpJ(Rn|Mg+ypX3HRneRTIJvBZjm4JoDWHRq+K9Lvk(A4 za4&(#s6>&%CkZ?9VSN^L{T-f~&{?-w_R8$Ch(zO?fyIswgS87>Pe?||Nk(sSi3IRN zfTJ##IJIulMjA*Gi_I49s>4}TF5*Y7=l|uRh*Ye}K;syY^?A!y775l~g$l*d&DYsF zGYdoUTN!%>HJ|^S$_tZ4a@S2W)r>obo_<88D5c5Ty&T&rbyQ*V$(73F_EBwP;ZeI* z$;PO(B^tGj`{h#e5-^WIKXM~6&BQAh)UjPCrF?6&jbddojTyryNMZ2v8aWE2Y<&Er zB1EnA!&sMJQ2TwUpJ8xt6zu76~%RD~m&d=g;Y!_=@btMMk0vAnAl><^Y)( zrW)W^ja-LOf`;5*6;$Nb-4eT*HSOG;E_AK$Sp!t%WRV&9SZCJ3XaCt;6Jm}JGU{G`4YeB5t3Vkmha_avn zvQVLbnIsx~N3!wY%LnAcuS!lH0Pw&Y=bWQe^t`C)sir+eqh5WlfOr1jnyXp{?c9&p zI?i@hRm=4E%!^&O*PgGe;865iW;-nas0s!v=C7j6Yfijo`eo& zwp=+eChQ&P9CkJIopqzAb!l>&)Py~6A9p=4>Iddz{TV_F6PQj2^}hQSg8WM%3mCXr z=1;p2oO;n%$1j%tl`tTHysl=+O?e&}2-0a?1Jpnq#C{teIG{(_pSg!xz)~=<7*jy< z@CG+u$Ok^Jd7d5tX)^xUsOBSDAcSkQR-vdUgT6E`VT%c?@f&R|Ib%}5_=2VqW?jQp z>nT4PQ5}9aX13#`6Su}V1AhaV?x+yA@Xj`fSCC-FHq-X9q47evO z#fJTmj3+Ul49&_wnZwD4_%7If3EyxKl5+Vz2apWmxJwKD9LhcXb5tb8eu;^!E%00q zor(9l#_GdnfdKg65HoqSvWR%$H3~#-Ivt3B*58~H`Mq1PiBKK_UUdWy3$+os2<;V; z(^+KmkO_qE%Noyh6K%}eTQLgCKT@AqIEQ%UK&GoN>ZCddFd%0-hriqWv798n^KWSx zcoqJL0T03{6?O92RWmGHnu$jyw+z${9IiBF8|6Pr$BLwkE7Uxu0fIz<6x+Rz7?54R zQXGyUH5a7fFtI4z4zUV`Yd#Tpc;TqNhK@+oosHbz%61EOQ_3q%vj?~CR&o<_B)!C; zTMSrX*PCICT#=c1;2o4)sqs?Z^cXrVG4z#3V7F>G1>VZ+j>zlFi{2zp@wjs-kTA@n zUo+O=wCvo;TQQ>wtFA1YJTyh*LCHf(CITbgcY{G<$FJ zRe;Rv8Iak!;KCyGd4g&s^xGSADAO$h75w|tefa^=OC#dDf&*-r?3N3-l^=UEK)GRP z<>Z&eUphCk&}u~TS__N|HhUUW@vx-L= zJBqPCRu~Hf^{h)FyU8Y+38(yq5eg7%QQm_k+pgLklpwxij1xcKrH^S~1Z!sez!Mqs zs%D#|A_?uO4~%_Zi2({frYX;<8(M|?A%Gb*WYpsme3SMDV zGX1+_5uHFmm-9~=kz9|Chn09RfH64^Ei>7b2@iTRMeW3e>f&LZbazmW1Ead!Rf@s) z|86HIm4im9;zmU%i>JQ@sk>{PCCi3XZMKJdjEpgiyNoLwSBmuX9 zTP11lG3K_vRsHY+;v1TLqBiQAczWf(`K@cK;S;lJ>^L%2Ucij4jUS9R{L+qxbgBW; z&?uwr%+D3W_Z-}KVLfvtuawh@o3#8p3j}*gb0t`X&I8jJ=fy@n7Rqs-h|PhngY1+qOc95uz;8$g;n3~9Mkzh*vK^(+v|o!)#&wy7EW1WTCqImHxPAB zxFM6L>B6d(3~+OKkT*`n9?w#aboy+6(3AblOAm%Rj+y;sNR4106RMqg+@-5wEGuQ! zI$N}*Z2Us3Ttd;Eq`_QXq<)oq>mSMSCQzP5Inp`pBP~LaO#4k>h;tcpTa9#U`Mxm^ zSe?euMr2=Mo&llg9`?wNwR`?tXSK=qtk=m0WGt3`WgS;-rE66{fyDK%xC#KTwO+Uwx;-zyy9zim=zawDR^G{G9gvr2(9 z@inrmpROg8Wu^FApn^NuQp)|^qO-1d)_zp(p_Zy%nU=tBjGDQE#5`B(eWB>F@+~as z$LJSAiQ!Vv@X%fm9~&BgeIe79>=)+m)w2NHhT5G@N$WT!`j@>WwY28AFo8Uk%GOUm z=pMsYn=Hq^Y{i60&Qq1!iYt@J2msOBVG|V`B*;g6Q6pLl?aY)luwNk4>cOC@;Info`Uk%5+4mx>RyMvh)=#MFcE3725Kn zPh4BWGp|r!;g1R*bAZ(^N6qkTj3$1kn~*qj2{mZ_7@*@))RJp(d+Y+zV-*)4(QDLN zQ9Luc-Y`yUNSVmThr)=&UW}{v>qOk^ogo`3>bis8AL@2@6X5{WFrrKqqR}`wF9WcF z4`!{_i71d4CV`|c18gVdddvnd8@voDwnJAsJ>o9w_h9vN{o4J*mJee~1N} z^jbM)HST&9TnGAwe^1k1d^FCep9{ax+xzL)OF4#C z2xMc2QD1(Ug;%^wo=t%%q5g{oi99K;fXiLO$kvJzpCWiJ^z6 zc_ju}CNp4rm-x;^+d6WsjyWLV+wh{XL zet^R3XT<7pU-?H`|FCKJ(aFeR%rzVc&?>-l_Hjj#1<~V1I(lF;CY}^4ehF&vANj-f zyKRlc;qANgW^2B8^Pal|#7|XFpp?+}R`s>_->26jOLygzC*jU98r6Dd*0z0h%AX>l zJ1i~l%{;F8?Z`Szv}zHM<$x}bkp4+3t08Ya!C&P~O7xlE@um;DZ|*ce9zV>hks4BU zZblTnsPzPV*MQ?W2h7$531TRXu;!@GOMgO&S!fe)6DLD_=S@Y!&Z$LcK{RC~lJuK& z4!yl`f5ub%ZD55wl8A2-XTNny%Lzg`cQ6E zi7;not}&}eyBak|JS(#01kj|Ja(PRI5N!J0g1k!dXx&9XG#huO6ERRmNnpSpw65>6 zy>UFp*OaZ;^o78^->Nm_*yDfhHgEYW{185iw_e5xfkiOgDqcmK>@qMN3yWvvtCsyt z$*Jf=$}MJaJ;^4>W1MAq_()zZv20rfS|?YY+(*y!fm_duQ%(mv%MW%yn@|?S`ZvTf z*(`Yg%zH&nhGT&qA=-@T)(-*+$`u5&A!4lE{gK8-XC`6W* z9=!qd_YvFZo#INFG&kwLr#ESU+~Xg>84%X~Ptb1svW6fiaQu9e^g5Ut?r$}a?cLLB z9vR&Jm11}@b)B6SlYLd;7nc0b!63ft?6j}*kFC@GSvoEiLBX@)R`2kG0i?gn?;+;SJDe0EqqClS^DrkX4=%IaRGpCYtrbKcZ`wrRAwHw%#$< zC{$_rdHfsf@U^peMtZX{j&N-G5zL)C#pJp1M$p-_^ZH>5Em_I;co7}#u?}{-_KhAE zpKW-8JprMw!Of##@s#ld3I~?=w-#zFC6__Bloh0ZiaQhtjYHU%fXA>uqWZQUG+=mw zvVSQ*l7*x>C{@YDe2=nS3g7QOG_+JA53#s>(>wPd?^%WnnasB!lE!JTKSCQD-U|7U z&hVxFkG&Lvpa2z2rUl%`8tBvA06aSPib&{4}5dH5Bi#`WtKxCw_cu)cs;omnB-{ zC|HJmRq&PJ$AQT8lc9Y3J7Pik`v(54b3VK&4&JvwjEvk|aE=7!D(YkVMk%!#c2Lvs zaz^j&y?nI82$BmE`6G;}Au^d~_|A#IzKYVpHpu9u2!|p|tn{8AIXoMIt@=gE$sYeM zLj+fc6_?d?XN`IyQQshuU`|b*IbqzMFOA>X!W)JCIeAa>uimAoXi2ns7AbF<`yoWeepkc^E01I; zWPOq1?d1iT3TznEJ(57odf?liu1ygsBXew6&H5<2RFhff20T)8R=*xP1p!McW)e=v z5vSbLB1iXu_L-g2u5<Q=j``q3FDDCI`f0o-q?I0txGc8w^2;{1z4-N@ zk=kI_UR~4T96)bYY1y-pTFQBM>uWoPwB`D)s27$~bUcpl9mKrwdYd?dp;eu#Z>Y0MFH*XE4 zAHXyS;&Zf)2&MqGqfRGsFj^GJCbZwHEIZ-Vnd>)V@NqZtyWE+3LB)EX)a&3yKrdEV z^o8*vw2D<0LK3{pxnddF-qTyPDvy3=7KK zUznH2Kl_sbJ%Ngsw*i_t4!j!-Gl+{x80lY$IGo=vTmf1-s zO}F>QD?|N`fo7q;yXeV^=;Yx;akKeY&BVu;ZHCB&bD;%H*se`l97b{|hj;jIhlP!= zCv&EkigwiK7!BSa&&|a3%RTRfwDnB#y}z5z5`kDPDoBR&080E+_Iw5h0ddtb%YGLq zDYHiUo5>R~ySomxh`?(ONnTeaS5&w3Y)6Ojy)j3MW)bn=W+i{4E+~y&VnJ>L$ZCq%+XeEfZPS1CP3aI3>`bSA~IwQz|rrNurE}bU24tUtJ zjl|gRyW64c1e{`=1Vq{2)+Z`&EPM}}HmTM@)d_Kq{V^M%rY`3E&*dAJAaats&{l-f)` zw2?5J+-1O}Sz{pe=;<_}WXx=!>HxtqtNKEe~sm2Yzf7lZi_e z`SBMSawfPRW5wTsM3#5ac@VS1ZYQ{3`ZaqcmtTm9ciQ{Vc!g|O@C39vAey^O^*L*I zZXR%vVU+)YNN{2J|DYkXz{|?@3`~Xxm49aUqfkfXk+g2+ zUEsxL)lU^B0P=_)5;t!)+}uaPTWQlbwAtDpDFyDAoIFBwZwzm10%@9n6kk;Qm*c}F zj|S3s)?PkR{*PFP4R-AN!D#Dvh|2Au3y99s-JyY&;miXLK#a z(8JSSlQ$UVeSwz`jEu!3gkR^ds>zO?zW~i~uC;|8X0lMWe&86J1h%X{jT!;N@lbL- z`?pr=n_lwS9!Q4$wmvJ%Mu8-qJ{9F(Nq)HBcI#Pn}~{5~RmaA!i_i;Va=p0=g<#j6eb zvw4h)Sp?SBO?+74WFmO3PG3u zB-bt-n*&I6RQf zNHE1Gl@fJB$mZH~bSm67BmT^@!FRL2u}1#Zj}d__;z>CS(E9(AWu-A7(0kAfJ7llK z={90hAbPkF<~(MgW48GKr)K{c^rB{Zzs@;lF|IRHNRoL^IZXCKj* zg~xQ;)yJ98nQ{jqZ(}8W;+lPo<=N5zI#LJiO@qpl$j#6EK)Km|JX@bc+a-r2fkxEr zb6$_Q6UvplQry_n({Y00QlXGq*NWBH(q+n(N&Xc&fyf_NWQMK>WPX&`-%>28Pk6MK zoUSHChNO08N{NMJZ_oj#T7`5WexpxBF_u>aX^nzmLoGr{;aq%Hwz zK0I>%i;^{eg7L$1OW95n_VqF`+n^gxm72C*|A`0g^7kL(JbU7Gre-xRz@MoWLJ~3) z&*?X>up1`SG^S}yQ6Pk>EQi5@47C;{o4Ml$9Mhge$e%1_y>a%peqi^~*|Xgbi8Bsg zr4M!26n(2x&hWc8Aq%RyCcQ`)j=>P7ikQ-6NRV16AaH6(U*~;9c2H@?&~F84Ec|}; z-Sgj~fe8h2fQ|x5_ocu^8M=LT zV&yDVBi8$)?5ytJL0vpA{{Mjj87%2blR?W;5bSd|QjC?Q|Nh~XU!H(Z4M&OH&gXb+ zzX4`iL$P5pHri`&@>z0%z?gGCwwr9I9D8s3Rh59ZddSPaZB4vo7I#T*rrQ!R`@(dVd}q{ltG%|Zjno@rr!bAqxXRbFeR`=;F!1TSNr zpYS%M>T5us&5f&wL}l!`Ft1Etaj-G$xU=K=x1#1#dEl_s=vHUT#$C!yE|&g081IM6 zJ)n!kJYuDyEJZcV0fN5QPVe7EeRZqcz9g;u@H&2tQE8K?t1B?Z#>MGT_WwTJz#ArQ z?o_wWc}Ef%qDSC8wm^G6ahwPdKxX)3T9e_veR4q3iV-#H+FMZmHhG&xzZ*c7qBJp> z$;e~Ae)Is7j`>#@h>u^E4ZlAhZ8OpuCTHs@`?;ZGI#sd_K%9oeKL2*X{|{7fo(sx_ zSXOb2*of!uXgLumPq=tRU0DN(B7ww+ZDOpv+kncK2bBh$w;LoMloEkXmPat9;aO%* z9)70r4SB0agzoC3-ps+9rv_j(Ds{%r@icvdf$T?9HPY%B?`QLG@27H14jc7RN`hOiXy=W>x`=U3{e;&Tje-|H&7X7`WN9RcZ!Cm!5{1rcd>ZSRWqxK z-^)}MHhp;o4kC}Pt6@gg2{l9R@@{{pq1CYkwA)Bgsd>Oq-pdczQyG-58^W>Y%wl5P zZBQtxycbG|O{wo`)k&xgxaC8d7GM2av;c+e18`7Iihk>^D>Gx|l_(Rh4Xf1NcCkoC zdua6E+DnxUY0W5x`JG$`4c%e^0|n?}k0&|>cST(iTLDGJS#{$kP#JW=&N2r#jvfEr zk9?@q(?$8;E}8u+;F3Xuf5cW}M4xl!lhiG(dIAU9_2=O&0CZ3}yiNzi$G#iY>va-5^zno(L1YmlA((z9t~X#WTFE4ru(tu?0JWIN*<%pPES7#AOwtU2mwKXu_7KT$m@to(y>oWY!3x4l5uHhz-UF3E=# zOjOTOVtOd}Z^rW^m3-ou1MRVuRd)(#3k*}nZl05EeAh{OXq#2x7K?aKl`&DCP?MH^ zLK^ex$a?0Cml~LYx(4Z3mWt+`@2XI1Ee!=)UF{G6$m1W?4d{ux0K{n00I$}x zt~$LnK+Aus?8TV5s#y+^^%GGc6IE^h0^s@9G`Mnnza?Zv9wXN9R!z>LIKFU!C4FM- z^>KhNFD4titDlIfQ;e*O>Vt;IS-RFAs2On|$Dyk3k#GS)&IddI2@|>A;QU=R=iJ)# zl!fR5l}X{^%=_uS#TAOvk7fxupBs;bzQ4Of2beqTj`15A3?=tSicgz)cLC(T1&ymz9X@0AR6w$z5e(LxbB9-(Gt0ZWi1ldOt_|3e~xw( z0k2P$nZXB8<&C7j>P^6X_due5o8@;&jko5X$u2D(u-7JZb<}2Lr|#X5ENLy;5XP#P zaH_+G8~vpmYYzRf8b9@JgSikb{de#saktVw7=jb86Mu>YWbPW%aXs?9cs0E;QwUjBM1NZJ^TeYSLp! z#&yVM&RjfN)IpgvTIS4b@9V(wy6pdDHV6J5_#w|m$|Eq1hFQ9jj9QxT#Zrc4?`ZN- z$P_cpQb^5y$=+eeZW*nMvfU?~E&@u9|2O5;z=m=5A^-5&qB!aP)XKSl9_tv5Xv}#u zB6Ce2!;r8#{!5xy$%(rh5NM57F%NXc*?ndbQSmmYJ(AMAdiE@ES_%qL#Y$3+(C>nu z(c0B~ZbGd;h*)p2{^yz%1HPBTydlu(YGBI2jL~_2JfOiF zm{L>93{UTV{22z_^UIg!^+E=O?f?Nu#reD8@7Y5lu!BHJsRMMkkUeSksY4!W7!f#P zP}OBD&&4aelg>Q5GOmzjZ1t6ecKH9-;V#jcF z*{U!{a{<9P&3OC6n>0W!7To#7$_Z1yq)&QQR5JSz+634PX8t)vJs^$W#+Jryxt^ty zmA}$(6(A#VMb$EWfA-bW{xvuVlo3%Cb{c~Lls;J-d?+&Rn7u5-aW51V5-9(_es*1# zH0ZIooVdH^t}-ba8oe4q4wZ>Ar3r4x-oa7*IE>+$??Ca*>VLh|Z-F2ku#kx1a$>|L zB^@OXQCO1)+|gq1>C9l1;sbK=?&+k4J1#CPWk}DD94(}a&#Rqocfzp2A)Vn5vq%&v z=5*Dt4PzMGKyo_; z9ToUrYbF;gm@b+NHcS`e>5+?mJkXp;8{ z3*J4nutU4e=_#0Hrcl+p4+Q@tT4KYJ})?X|LE{J;R3{Ra#Ha ztOIfKWwSVMw)v7+;pUtm2_DrtBSSRm`9q3pTv8d&)APOELwCIEE$TL)J%GY|^ak@r z?hNPy8~6L>mqm8>=e07bp#vEu*lfAgv#KKBO9$AlIlS7}dJI6S+ZpdiuA}e2DXSoK zUy~+Od0r}THY$qGZX84`T2fN7aTn@OPIMLzz+gSN7Lq_&MEZ^vXzM92qXq|+y{g86 z!JEIE3?|_ElXLfm`DHaX^X~|c#g;9-Lm2b>@z4LkvL4R>)wrEoG>L#x*Th8>-P{^I z%z#tB&2E)R{W9@G2J1PYOK%u~Z!f7ks?c@6!f1uQ(9^dA<1YFrBfmF9jR{ zJzn)*?I?J^qjj9u9GzHGH65LivG4`JSYr;`XNK6jQFXnz|gwz9W!D*-vK z_W=etZ{!9x%fwq!_s{C#^(%Q-pVhUs=;&zhJq@OOVfk(^y$fuYx|Xd) zSPBCrx<~2aR+Bq0%#YkuaCF=Q=lz*Z^g>7|%w7+6>m2c^u3e|X;3$uQF5X8*rdQwqp8YI9xJ|v zih$(!rLvb2F%4XVjV#;E#$B_dkO;}nndVkZZ3#_XD7rV3xXQWusERq~sO)lq){jXI zMR%&L=!Edx+}ux)-?sZRLUo&;C6H2TFCxd;i~vs5*?y3rZ)hlPEr|wU3;`G#);rpx zr!5E_3@ZF*xC#eRV=XsC%i!eWNQp%x)^^{I= z8x@aAdOpeFY~x7HgYOO6?hJh+A1$p!L?&lzbeqJfhDJXF4Im)?_6A1y6tV=KuKn3d zMEdddzR_VkEiEnkqpJ6Xm2+$@pqfDxmAX64x6fYJvGj&dEm!d+8(J>Bb7`eXx4OSb zX@MZYm!&;liM<)U-YH^~<4GX-+U<33WNA|;GWwRquOibgoalW=&5di*dH63jnczjb zS14{~!q&0=Sr^%twzbAI7SlB^eFRrB6buclIItK{b>)|3>;eVYgzsLa~M|7|UwWNVQdU zc+z(CcgXIG@N`u&I>Mm&6fcjx9WT+alX9O{3O+HU;s{t~vZ zq69eA7zWjbpVS{6X`W0(n{OgRc0BgwI|V{IXJT#gL^wjPCl=6C2euw4&^N7S)8fvI z0si8`6U)IUBS8Ue$DCPfw{Gso_sw22&2u?|U}0zL?wL6&Sq7qaw3s7wyWbGy-6*6K zX!?`K5C=2NmM7)Ym=MO+qiE*WIY+x#!Qkhae{VyrVlRm0xrr#jlD`&f$t}WU|Hy-n zvEh2HH&PL(76r)~kCGRrXVB!HkHBUQ8UQ|9XfkjtH?`;EiQe}6iQI1kvG8X_R_45~ zuiqF?qF0?akF{hy{3tDzeIq<66#GfR=!Ka6c8-tk6uLEXnY;x$;*QJMA=TJ7GF0c^ z&eY6xf8XXE4i+{y&m&xtZG|*=dpfO z7G@SaWRSl2k@A&M+k+6rKD6E&mtWmH%g$ZFi--R z@|QsLsBsn_MnzMfv>Th~d-?h;ISmb>l9G~rI0I9OX7y*Z)Zv=*wm6PYTf^zfciG5% zatVEO*l`^qwQ1<{DOT=VyJh)hIr&_B3w749;K4WsUj(TX&^WZZU`Ek0BEH&>JVkTj zkS5TF#vfZ-ULldLIcb+Ler6z^q0(_jnNh1McSif`*B^^BMY`&xn&7=e^@)i=S z5Zqa&KPQnzKO!gysbr+y@uNcR^gy(;c1{&sFf0LkG}ai?yhakq-mFOO33s2LEs>ip z)X%2vJk#0nL9O+43sKk@+|(Ao^rx9pJuJ%1?De#RV3A4(htp@GYl>5_-gSXYFlky=$~m%B)*K7ksM+<9?Q_DbbOqcwg1$r8zHs| zo+2q`NYR{4cY-drjb19<=N>-Y0QEhcZ7>nRH34t|vf}0-LD^+`zbShypvwmoAenMRIPmZGj5uVy##tid$2$7y6ct_lmPWF9;QrOY%24 zn=g$bmGgIc@eN3<%)8XtSxqfcv>C+Psd!MI__&H zVsaE7=C;N`oenrsiQ-=i{LOiY@gO`w?kCI56XsL^KM&Xqt0pzuxy8GYFD_8k-y!^a zPJ3}S2A0_OzWdJzN?)?}1wfL3*)^!6Dszh!doFPgr?_*){a$n}WXE2+GpS zm!PVW+y>3b(RsViP_*jH#kz|3_j;Lx0V|P&aSmw6BC16^6D@DLWRFCJe0h3C(K|)E z?RIIoc0=JH&YDc@+HL$cJB+?UmE|~Na%l4wnI0@=oBYar8C?FJQH?Lvjl}Wo)Ljk^ zZ%{eIC&h_tPYM6_Su|;&qd@O%YmC`O@AY>q_M|XGG>~~&4nzkxbBShF3h$0l6`iVWCZamjJM>S=! z-m~vs&gu@BlPfJoa(Vr<>$$h5>Ezd zu%I8qB0A_(Sdr^BGDLg`U z5PK8?x)6dyZ$}coZ%}2c^m-Ieq!?-y@mA=!Bm6}>MAT*ZcT#-*Sw4bCz|cO>&9EK@ zQkH`dY0%H;r6Uru;Mp!ssN8Yv%u0Qo$bIS6S^2ZCp@(NAL_SH-oRc{SqMcqRhFTG6 z?io2n~k0LYB!}UA}zhPb|__JsAR>;cZ=F&3xi*yIX8$ zb+*F?<|66^PEXggXHHtA_$gDpkaITIdZWj}gh#35o94jXUC7@D8TTW5$6%jgb^`bJ zwXm$}C&;qTU27mNlhco=aZaD-3?{?I5LHl?^Z>sOKm_>21#Kd`01z}k7@~?eKkt=7 ztU@q`C5}lVHJcU0Vb4=*oNpzEtXJeA$&*7J;8;d^?#sOy^$aSAc5XDO5u+*J%5^#^!&I@gz3purrwbm8A@^~wB9ioIPhfGmLN=0f~syq5qQ?=3bM>Px`8Va!QyQW9eV z*${!DBb(M?QL^8pW~9V&bZ?j~TMb4JgbqYd_?%HFD%4ru*bw%m17(jAftlq^(Sstv z4px5*9kc_HH!bDo?1CHv3KN798BbMxJxXORI+|6+L~@m}MWNS@Ks&XS*t{9Ir0lsj z^80Z&ADCvIPpP<{*Ks-EIj0eGPr<;8QyrROY+@Kr@XmCJ=s2c_$8$^b#(VD#oiD<+}2wL;d zh^8_WACk0e&*k06hFNtd41wqov?$_L+4J{W-*agaPoP6A!&#MUB8H8PBQ=oXY?b`8 zcIsx}t>sPPI$%kRW)IL0?w2@=X{xDD^{J)9`m@olR755wjpxB4DZcXZygIQ;$!2@r zJHhDj1XE&|sD0ayJ5J2K)4%G7i+)SS<#I1hP=K;)(Evu|Opgi?NNQ-7sp8C|KRcqG z-KYF)pEg!yRuxPcl{66-H!S@awP9~HS14O!KRFOZ!=3VHkwm70b1z&3)cNCun|@Rm zIpJxaceZn(z${$w+szAZ%N+aclWcoq$-?vRWMx_&8|4hWKz!k1{>4Dm#)58Zafd{d0g1&Cy_2z zlRz%^L!SpE)JUKHUBf0spu&1xwm9}l%%n(PK{kRX)idV=JTd*S8$J*1h)?{i>Q!gbw=vte1K3mq0(o)dBK3>t zN>CT8K;R~da%xUxQjf{KFVp@Cu8zY5DU!0QQbY7(!8N;TdHDw+1AJiqr#eC^Fn;vt zguM_J3bba)bcB$aB10a6iq)4aljV^h@4}~Ox=PV3qzU&oD9g(%V-bMJ>S^{8C!P{b z*O)V?verf$7-2g{n3%KnStml<^RM}~_Vx{svzi0`!5ctlmz4W?O-UG_E!ojJ^CGVmSa_{tbs@(<>5g8l+n#8U1Ps=gC5GQ?lAOf3Sr$wTp~K3H$j6 zaLt_wUkOO-6u7suj*COhFE5Vedj0!#fxfwZwFtP0>4`&5T-l;g$ICwpE<6FTM-wM=<1_T*VBwnL*NFl1;K(G>5b_ zdv|VAKfqY(=1zymFFUj4FL;kg`NawM-9E|SH2u@t^81Ucc8QUHNkVTnSw48xnbV4t zgyW03@ap9`br2z$K|ITpRv!-5?z`6&tw7fzSBHm!XRLu6GO!+-=l@+`w{Ay#K^ZDf0L`(+&l156X1$u{9FR0p9hbRk#Hk!MyG(T=i=^5L2&u;N;cBR7Bu$@ zo6h26-!Tc@!Ef|8dq#V2{#n#>X*)=RNcFZ2c zE+wDBXv8ZC9g|l^ZqES6G&nTN(Td)D(;TGss_szDaKx_{%107*#J^vgfdM;7M8%z9 ztC{24WXYd7pXr^(c{-l2&o-iuD1A&4Y+jOt4@f4bPO)~IxmK9^kz;j`;yq-^$xrq8 zkvBY-mn^?|(RudbzpHZ2*rER5q1+zU+s04<gd0&dv7_{zU!~I!lw3&93o~mpWcQ2bh@Xf`+nfez?*(At3n@F*|bRli%kB;#5Fi`_U6rGgErU z1VFlWl1Z)_Sy#;mJQ8w)L}#);4m^N>;r|pmGa%iq!pYtep*;~n5n|%zo~L<+uub$o z??Aj=C;`Zo+=G|&DSgi>z|j^|_3se4+-D0sT6cbMkKVCVk-Y*>_naGogN_~lYu*>i zZ4AO6klXF7L*Fq8B(sM)e03-I!>2AqXZ9P%=UK>aHdKi?>XmE?gmbd(m!kUKe*4Oi zIVR?-KawoYzb6z%Kt}!OoZh3!saCao{LDA>AR>E9c?OAp-VR*h=5yczI%aSTdW1M}#ZMX>^RLVvf?@>Ycd_Qy zufcH+ZdxS&fD4EO%_vSn467s9auw$JE41_A_@~!i;&dP<3`2tJ(K!ZVECc|=1)v|;N@-vx>n9Rr zTb;qC=X}`3;L$tb#sk6joH`zbr#2{P+ ze@`nyS)VYp5Bd2~d_Mw?X~)s_7e8w4P^MqRF{&xh3(-;Sy#i%p45J zjECUc*-_4aq0=#doP`J%=GMndLwQvI_tdh#sv$?W%NCq z(x>s)lZP4UZBD1CO?BS1kV3N1=`shtAuxNOPcYHVd+kFs5&G#r0j<#wkwY4@w#ye0 zHPS{~%w{i&&O26RG{!u;mnro90B?=rXF&4Vrv~IqsY5(E2TM3VO7i+rq^-V+)v$z) z8ZjUwS8iEbc>By!VoB5+T2yW4cMYe|%XE^aPTY*Mo<`5%%gXd+q=y?fU5Cy#{^R@r zLLx~C@hh4Q@ZE1O{F~qhT`ad0WC-BlaSm_GEf_i@-ywuo|Dw)K=KxhQ`JbaYdX1EUD*qc>a}@ zop3UdD!eagi7Y_E*C4LKa&W^xGG9N&d&G}*;Cy2Kr2Iw`A;hkowf*y)mkD-2y*sZ^ z=a2Wy3{N!K%Gu6D-{2q+iYt*Is$~C%y0?z1YHQy>MUj%&bayK)-QcD{*tCE&N{WDV zDcxOyfP{2Nmw zz;-~t+x~WLT8&=KTnY1LPT&`oC(ybBL}-4%FnWh z-i+41w$8FyNJKQw(`)^7QS=b8XGtGJqdGEOKwX*+BgvQ*^O-Jvb$HH!m`{f7NEJ_w zjVmx!m5zo0#{sy_DSx~Rqa8Cl<>E6TYL)a?LU|iG3mX%}Y49@m=u#|pSF3~9hBBQv z^S5A*O%pbu|L3wM4sB0OT%Wil$xMrjQ&~iwnf^9W{Gqm$v&wLB!wfZ9l34EOmBpXB`>O0y;9EZW^IM{|#g8!&(=ElhM4X zSZ1DQ+*|TStc<8KGW=9?PiQl;qcz)8UMPR==S0Cv-=UmNqcQ=!A@FwDsorC%%Pnk| zjo?7Mm->@Wl+inqT-{ZihR!E1e~F_f2!$R=e1^F<;_MxC8on08v2J(A!utBXMvJ;o z_2iib3ff#+*mo@?S%jeKLM**hfB7vUcg;EslTj8{`^ZnJ1sgN zQ!i@D1tRlk$pQ#nh=C$tkFh>{kn%`3dG=esigR7Re&UC~G z9pawJVovi z`)$4-&h6-#~8X%FTFa*`^aQNXD270F2IiA1kLzOt$ zneW<~sj<5{cN7R_SWC$iFE1~Tii`WF64&H;ku47AZs)~%TwnUedtG$oD(B+qN%{uD z-wUS#C<}tt0cXxW6#TveD1>d`MrA|>s(bb_6BvZAMt~8~+M>N=6ahXI^DU^mh!WYiv+LDTNm2J= zKXKZg72w6<*`oM+2Hr8;wZP1LBy$hs#5lv;TO}c+DF?ShCkn7*16GDzZ441W#K6Gd zVn=6vP`(EJ41b(I)Avp&7(OiYCAi`LSG*ajfF^;6ab0;Bxc~M0a=KFxP2dL_$!=LP z!vpJ)Z63HOI&aTLAGMGt_*uZ$aXWYoO=1rv=TlhmRGiC-c8Y1ASz%yEvoE%-fEInZ zCNj-v-qnu>#nxCal&9Wu^;ub-S(KH~!qJ>w&~zSPKa1wshY#*<0&Ms_Z>PA8VW^W%UYS>RZzS zp1d49Y?}={-`9qQ9Rw;H3{Aki*H$pnjozWmX!y7t5!G~ALnn)f=HkQl%=NfrAnyq< zps_c#wfu_jx$eg@DtBhf#d6p!LaX%+-<0odqD{E^kEi6TsaB-io-(^ zF>}$+m-<6kQk4YJb)LlNJxavwLKQ40lY*?D>>F=nbIxnjfD0q?8A4Z76-0H^$S{Hm zCG7kBauo&LMcZ{JgHf8w#e|@L`l7Yc!A2n|yyeYo+dWW#wsxH#f4C&cxk_xt^6|i* zg7Xng*ot$U(b&OxGmq7Rqt5VA?;T;f(kp6o7kVPna+{`RVSTa#Jc{)vU572S%@psZ z-1|mP#twA6nh66+a!!6H+D_@)T@8x*h#u;v%W$~7VOs1uX*4$DJGPU( znQY_v;d5{86w%&hj)Mq&#FW|#&#(q!xDB7H7wzL-#UQk4#eal(Dk+=1K=FV!FIRle zZdz;tmUD=tCy$aT*SPATwv4QFzPYind$r?Dxj9~}7HRB8`}jqF)SqcApiGYa)eB$c zt&c51RK7$m$VhG4xlJ#m?q^Dq{4_&>7X3K+fdY<43IZR$Dh9;(mqvs2RKoOgl-SkC z?#C}OV)XeKO^!=1zHZ*86_ma-VHD<|$NTi%*-K3(%KlJ@buKJS)IxeT^gvbbe`a7pw3b0byi3+Pjt>&B1S_Wggxy3Iv zHPE?2?a%WG&xJ{YUfX$s)P?x3NB5R_kheaW^fNu)miSe;IIE1@vnkJ(Gm(;Ld%Z#U z$^7xpcoo;#>ai9g`9-aC!m(Mj-#6hZiL5?-V3`~lSLAw z$OnmCzo&>ou$8~p`F!pwO6$W2hr4`sz@K39;BKp()J*W^Y32Wc>}A`95~+mDT0ycx zOB=AvRSu&LVjfeFQ@WP(v?RKVBX;d+J3IZ)ki1m8B2mdGt@Z)IbiQdoD9;k7X`G zPXLsN7)dO|aAT8}A*z>$=hhV|JtyyVzsAi}$@G`+vx3dX642-o#Pg=6B$z{c*fv+* z%-y@PA!7m<9e~Vg1*F2=zgaN)47iB&J@1wkm#_119h8V4?va2r&x-Aeo<31U;|dd1 zM-1mh?xI_|ff@Fb?tVK7m;McB{)dPww3o!}hpz4^Gg}}rb{l?qfYKZ@mJv}+ zE4@Ee$Z@UH7D@k$$4^rQ{ckP@ZvYKk;uGMofinT1>dL*ozp@9%CmMsF2piH5r@)0| zQ26D)Q!gRHAPf=!0nsoe%Cg14--+cKVlzs4dkLoAQ7FPQ=1YB;J`vY zs#BnfEqG{?;n|CJUdY*X?&B4gAa-uG?BbW+XUQ^&TMmg3;5&x3Ry8h&J(A}aUj6{3 zF=s-3hJ?6X;o1xO^q;tVfsDqi`^PywkT}ym`oQ0HP*E11sd1Pijm6xToBV)`RY$+} zayIFge9Fl__I2g88#$g2TAUSyU~Fc5QK?;mfuGPpWKa?rKl?MU9^sHv@`MyxH8vIfFM6oZIn zu|!*8<<~kL78dp&L4_ZSf*rA{(kiLigy>m=|3_XZgOO(rE%s$U^0|3`5M}XovjThj`oE#%DU{sj5W=^5ARfZHVP7F z*b}GNKgSZ`#4}m75$9S14p|OqbZgLD;>gCM&)?jU9?7HiAzN zl=Z)he2vX3weksTTT}C=3T+-C=-q27Om1p?4~diav=c)tuDaIeA{H?%wI=H9up3;PT{osfc8pOCEJBtb%(y67KRHk}B@IF4TGN4UM}5A0i68-e$x05sYD}k3X2=aUhQ23!wcT z!#yoH5k2BhHP+wJGx?eBGqXjdXmd0v$Or=qV`@rD4f=SF4h;yPR;>CNebr%CFgR?@ z{H2%}LgTDlh3&yI`DJ_eY#QRT&6C+QOy^NVWVa=e@BwK4;Dxu;hw5J8-0Y=+Oh9i^HEYOzH{9#}q1k*XE*+oJFQua-Ar6{UPX zQfI$0c}SExZ|k6n4w0u7Z@YBW2v2k^t7(^9dgf=KwwN&9B%zPszDk6V9$_MZ&(n0# zZ~$ZdV*x{d!uLEc0AZ5jPX^+_wKdE9lNlnQac|9Ph&nG!3PO*WZIx|0=1@S6!rNJYfc z=$_OIVdE*9IU{OWrENvy(D>Rnro2enR}u2oq^#H1>(+Fe5mssHIwJGRz7X4ZldiB+ z)W{6wW~$%VrE8@*TRSp_zTcj{cxDtQ(``qc_sw*uv~V%}iKL3CW~1O8tj6*d>0Lmw zvM2;v4T*9Z@;J{e`NE06S*jA~o60;&O6PrUc);jBD6`K8z( zPd!BjG>~{05PO>VWq%O)83`jK0#x%|CEV-TSv|1(ghHT4?>6p_0nn`Q12rap+zaY* zJ%=T@826TB z>DM&SeFq240^?|%1}t|qMqw^DWkU;-IX09AtOLq3@7+cGG9L4ZzoHaVn?hU3!}SB}sM&4LnGGuR?Ga?p!)Vb~rgQ0LrG{Crs|CWn%x^KA(>~8bWU;V1 ztfxu5E*|!K9Wn1siMrTTkua-&L0})|xp6~$VKwtJbY3EzltW~SW`k}pBag!D!R3H0 zoa%$F*M>Z`5G&2ivD$3&V#;3k0s)10f0!e{s6H~}*TTo*$-q)o-a7LD0fLr&qomax zrZcQY3M}b>YKMYsY~qoNwq0|Muzg2lf2u(EY?PnA;uZ23>$=a3Jz9(ca=M|5JXXrZ zlKNREDmLzJ0d|ynIw+asnX?7}N)bMy3pMZV(>s+QDs!9{!~@P$~6`}C-M-92n8#!+5_R_ zKx32T24>+`9u@&&A|Q(Px!RBFy~>#skMlt2i)xqsD;L?=Y4 zgZe)-qP-h@c=r1I&>g#CDQ0UKk&D*KkqYT#lXl<-awKquHKtyq03Pr&UaHf01WPV+ zI~G(?_hMWL1LjGF2#a2f(cF1M#1hT>>_0f)4Knql#6u^K`)aIhnL6_(cE;AQ(Y=Jo zdd|&h!F-ipZnXgI$c-Jvn&*OR`nRw6y>Jdzb!SP>H~c=WDNYYDC^id&n2`(+r4oZ^ z$CObhI|B80;6kE{leJ8KJti1L6vbycK=&ykt<=9x%PZ-!$Vdf3GnV?Cw)3oI<|k|a zxyy*;$^zXMdZ7(vDT-13;0R_h=Js|k2OJUd15U32Dw~adz1oN|M9|E>T0`hC6}!V6 zVoNi7*|CE+KjTg28CdW6#I4KA#?5AA~#u{nZtBnXC=H#z~iIXtWc1@I+3ki&8kWI&YbaEm%>ADFamVqoYW zl1M-;T!4uo2E6S4br-{|mBeSVpW_tv=55j_QiD`5N(}mc736QPMmgMmaq`l1Qre zlajOC3=C3Tv3&pv2_vi$Fh44G#LhYcyeJU9{&~dzPCfl~l|19(^wXI?yqT>}B|v@T zr5B!`YzR?#IZ9o8<*_I0Dwo~k+w9^01uOh`ifoU_lLVozq0OFX{3-IC^4$U_$1{7x zd^v-$ldb7)qW4DWa3*wk%%Kb}V&ahYcPa=lq`&Gy0REBt;VrM9+^gp{asUV88>OhT zI5x~1`VBO_y#(1lquKw1MaY}U7hg6kT@~=Jw~e?PPH{Hwcq*ck7wI4X@S zM~q}t0?YJ+Yf_u#tX`&5ch@%CVtY{#e1ZlfqE0}-_78mG*v8a@$3qqemH<)qKDTi zeFpvti7E8Iqd{evEs-|j>_KM?>H<{~yE~7XUK);^0Sg7mPh+AJU=_T)Yqyp=nS0?+ z^}eu5$e$s=4h9@Z0u1~h3@pFqhu2Zeav#Gv=G7vHVAzBp0*BsJ1+SeoZOBG6^}zZG z6RPB5ZIkG3I>aC6htZ!IJK{~jb+)kD8zWk_H5he%21QGQwB zY~kRY3`MbD_6WIIVb^~Yj9D(seL_L>_Otp{aGl$$BQn$Lp^chRGb(Gi(!wuCFo!tl zfX+K;j|Ge$j<_Ilew+T#74ts{RcGjr-4{ME#;*`!6i%0n8%Zgo0__!Kc6Qs-!H}4I zmaqmIY;JWqTkP6F={QcJpCa6doWW&5(@F2#wj5J!S3qz}op&Qn`3EN|$aWXO_ZPny zG+~4@oMVjyn^W_H_v_E6PiYm$78AKc21NmEU> zFU8XJ2MwZto9Nh$oABgAtVabFYUIzCBR@_(5∋sD6|1Jx8P!>p|7gBjQeY=H2dr zEQ%Ybsc?dnsbZ=iKBdR*I}e-jqG!V|2Gh1;jt7KxKy1_TJ;IgC)I~eV!wnag;tnOd z*eS-4(4B|}61T~Q0bh`8P_RFaGNR);qoPxDd_3(TINGX4FC?iV#ZB*f;xm|s;;Lu; zCMah42gjG5^{A(^-lyn?0Xy0&{9yE{`cG&ww(uvJA~xAeT5LVCg{4KeGTRRW46Sm* zEcpIo5PYA6alBe{huE=V`&!>Lg?Ora_v0v;J~}n8JgjG}UQ@d&U9a{sbZ9Pm56Qk} zNUx!dhV=~KE!DwI{65|J;m$ne!oq?!po)bH0{{ADZaq_tA>{Nss@h@gX(CTfAqVwu zJF~CjLPX*DE%vEy7ycj7pqP6;Mv^Q=YGr(_{1R*3{HJg7zL8155g^_tgb~5B3H}3oeM}Bsx4&NRrIJZ(LqD;lnsH4eOK4*qB5~#N zBjH-+htrFXtLRQE58ZUvtk_PO_^A+s9a37a#+dAkDv1YcQQDVv4G`LDg}^5G>RkgH zhDm)A;9C!osI$PR4XA(mgX^;p6QV`|b!$c$hblCDz&PiEH<%4ml-yDQrC^?rX&~QU zLDvLri+xV5tx$uSiC@EY(C6GO=;1yS^^_=zUdlVPLKVxLivR2qvx(==5tO34Ta`Jr z?RS~fe?L&AN$#Np{9yAf2q8W#`3Sj-< z{7Echo{(yIff&&Bb+kXl2u_h?Z9M=#nmfazhX#68UF%pBcaSZjzvCJkRquO_BD*A* zfV>Qur~x60gxmI58-FUrTHV<_Wl6~LTIZ^8FxwGHHog>t_ z5B^4N4%>Vx=(BBq0}{l4)rrD{)FLPC^f?rj( z6Ci@35xgVnc@JVzAt2Mk6@mxoYxl^&wvAV{RQ7W29tiawA<=)~&YA(6NOYb;-EUTm zP&bK6nZB)}zHHve&D??LrpV**E*sx!smnh|#13`wp zS);#e9>b&HzYS@Q={kH@e&9gq|Ryw87E zux3Ai&8&OAY{{KFL7G}tVb%H<@;uBah_zG;k*JR?7g)~Su7R~$h@bp|F9s}OigdL= zKg)#`N_b`CG79q3^uM(@DS*XAWIp|RnN{4t7#^Y#SE(^0pS*4f4jFC|hbP&;Oo&KW zYTP5kF$2(f88u7`9Qfl*=YNy$)Cbs{0lb|RJfpB4Jc2epsm^`q+B zesX@Y^WG@Chem0?-5oTvv?G>52~j^5%vKmjV{b6x4!L2e(?Gtf_~fBp*AJf0Xk>1N z8bfFpyyS6oZ8_`EB^2|$?&c{%uR2~T0Fc*7UW+}eQU14qfG{{paWrO-j%HWWU&W?NKTjoebTx-$LT5e?&}V(zw zxyEI7Fouq3=H8Z@QDa4?yCtZD@`4@=tstp-zr+@+*Z}U=|J&h=$^vK|UTbZbfY)azX0o?clPVrkB0Bapb)m~zv!FZ1Eq%uw0u_V-urPM@mTt$v+GR8|ZdT57ZevY(mo{+!{EPOaQk)kss zP`>ZqKiWl10Y0K5xJy0oj{m!K4)75$oo9ekStiRyhu~j);$xo-pR>VpXC=!VG4lui z5Pr{Y1O1`^BRAatVMXA80{%a{3&!~VVI`DQG73LDPa8M`8O<@Zb>9G@eM58f_T0Ek ze6QlI>?${G4vqRTCtiX7epSE zHce_;CVGakkWtO@U+=J)qS^Tw5Z`CXnGUySF>EX`)m1hAe_dP+MG`~;%TJBxcCkKf zO`2filTaO8YbQ9vlZMH0gU3fQfY0yI2`Jv~#-@jtk^u8Bt2p1lG0~+b)H`q9zR4ci$7(PR_4Ol6x*`^SPgU&O!dJll4mnSQYw9fe1+S)pmk7Ob=G!*vyc{r#_aP#tlE5ShqKR`C+ z)`x({&gXF#Cp&$pfLC)cRVWZNurnjUOjQ8XWq4%74)oO1F*1U7b=2VCU~t7^qAFZV zc4lVg@~iJjPou?6&CJaBy|0B!^cx?}kXMOO%n;u`7Z}{%V0d%M?{G-V)-=!P_;_zq zmnoOr9wQqYW`omKE9j8N#>e+pO5v58skNgeB~2k8nMSEfw3(^yId=H@6@eKIMsqxp ztGv|e|De|Es@~f9@3~qS29nPA!QTMMT&5e?w!pB0c^Q7xImjIIR5}o`VrAvQ`4F;m za$3!~7k{?+s^W!&hj-+rd-Zm9j)#B-&|@4*O7()oBa0y6CwDj zy2!WONj5V9x5GR=nuPdx z|NeeOUS3}0u;~X?q&RQQ^Xa#Uq-h>iv4XAXZ`{Bcf*;!XVcD%IE z5Gr*a=_1>=NjoTK3H+-X|-}muC&@!3s_db{OR8~?7S0qu&}D!| z7am?*XJO+9zmcUFU6HCjm8BM4wW_@n$%N}OqQ6E0$cWpNj82!$3GwiL1~aC;O-v-z zWv@xUxm+uUml@7m7M8$}8K-NrgC)4-Y|PE0db0AdGEtCvEhNu;yFt~FlvMXoP8Gf- z->6p}Im|uNNop%}nz)LOV&cz=!wWed-x)MNXD=oc^Sa~*@SI?vZr_s^1(&X0Y!603 zLu+;4X=JpyJl(UVF#Zo#>g4QTt&d##w%&0rapYH%XhxJHG!!a9C#;5}yWuVyl#>Td z{yJ<=0H(And>W&Q(o$wLE$_KSv^dM%KX1;Gsw4#C^4tUc@Gz(~(885yYgn>D;rCo4 zDLfVtsg9sHB z)xL&+caXcj`Azz|*NEqY6Mn|+^^wPL3)p{ibD=MxSIRw9(ms;Df&gP*dNC7FS=|AD zCBqzE3jo;ST~BpLF?DW_n3T`=aw>pw%7koDNa+Uu7jOz-v23)kJ-MS+#kt^JC^n05 zdloQ(ZwQ@dwQ+#gN=;ljlu0jXJbWZOokrYT0J0L00d1+Y!rS7t+ZbgAsHwl7F!w_F z57L7*@s3b5c#gk*Ex`dcu(&_~x>`nNy+?!a76&nwNPH$N2KELewkNtg_Y0$s%U*F?s1YBAF^@TruGynAihdAKy_^%&Wrw2~S-?Iaz zX+!~RasNCb*oqTxPl11~pvVrK*1vBKu9Kt>;Ku*_FZjd%Umsv3)OGhK0xA5X8yE&= z;5KUsrrh8B>E+9GPlm1Qs|!u1ojDQkwt|mEwTU0E(`PC$dAHa)Fm-+35vi1R>)cP+ zwrA^nXKHM-%F3d{;h%3ML;MobCIJi(3m>>eEs5UF`bg+^D3$%sp6F)BO#%`UlGorc z(Q9KS5N5Xf%g0}(7N4AOgN-zHH zLsdHwhf{J#e0OOz2Db@wzdb&{l99bZTgqjuUH%eF>%Bhw>BWG^pMmN+o$Z^Ql`W}xJmkN0aotpt+@b^|H;JoxO|1<_S7W&GhJR^FZe;sTVEP!h>MfNfd3)< ziA4T95uqU|1{Cx1{o|J^YHB7EEiX;rAFFR{dbMwRd*$`MxL{9|8YC_~2!DKg*wwRN~A`&;1j&+vbNV=X`wb&K(6VrQt7AVZx0o5A6(&OeqJkIj&2)BluD;R) zt_whNXJ%%CbPt$#KHtA4ULS>q(?{~GK^3&V3Yn{Z9j{*R>({R6Lx-xRJ@U^uts==;?lG z)jah`xq1#{d%?8Vvi~*v^-oYT56tgEf=K|{#$L#1T0Y4smO6_J$9g;`9wQz%o-m#? z_=%fDx4vtIW21#JQhb95XDm3J&9X~N^D$11ttJ;+??>WGRD#grh!z2o|I z6|R2@6aN{3JkV89mb|ZYZB8S*mKj9oeiu2#q|%YF<> zRnQDfOlm3O-BkS}`kN{U6!wVwEKBY% z7?<(0faizj?|i>;rnsIqz_G+;W}omF%~ij_B%a%Bp0Tq7j`7mIgQUhNmfA|*hIV2)f3CO zvK*4-Q{R=hy&c$fEy45YUSQ1d zVL;%H=6$ai#2r!o=yiYCX5R~w5lpYfX9Au{hT>13MueedxEb6*>FI+*){Wn9-%~q-cBTPvrnw0Iphg@Lke8Q_0 z;X3jK6+QiZe}8{|#|=Cg%{RU<0n5JD%KDVl)bK~7-s6h1{0)v&C8If?rzZU|JX7Mw z&VJ47W=>V=Nq~w8CLDoG1Qs`o|Igxnf@CY@Fqd(%7WZ^_e=WaP3ht+kQmzbG+f-F! z!iqiu?6%58il#I3bO=KUo~IN{J8}G`@_nt{i$3bp^6GfW9NlzB z)8^@(m_N1yd)Y_u7$i7Ad(|#oj!ofF-H{Hd1qd7y`xP#`3f26 zaHGa2I&?rUn$A(z%4t?2zx9IaZ1Vv|x_!>N0?3=qIUZQxQrX2RB9LKy*B4`p2C70}Xo>$Cny>+wxGaW(jY#8(z5G+U1HNv4(qQ*=p57DgSD~oYdxw(!$`{y} zA3j7r;OkALfRjoNCJCWPRK}Gp%JVwKE4Hk*a>^F!U;+Yn#inV zLm*WwHL@5eg}HH}o`^OSdkwpS?LG(8rs1dR-)0lRh$ew20?Y)5_$8lVUzzythp4Uj zeax83QF7vfFlV9$1qPZN7aFd?k}kk&{7Gdr6_kt~uNHu9AZlt%7toGROzQ0-S(Z?? zZMjc$2q{HdBeI%(nb!8bd*D>m?}?i7z@Tf&>TIK70G>K+{P(0Qq14;0p(*mXe=a^% zvSzdu6^BswxVx$ zmbZks z4c+(LnVLUDfOk_NBd_p(nV>U)k2$fn{Fo)nH&+5+Z9gxMjNe0RE>xVTguELeK-AJz2!6%g8F%KH%tl%P7?V#Pu%#kTfM2am#EzTRE7wth(F z+aA)9_a%n*z|fH%qy*RD;B+IRe~yu*2uTR5oq!`V?!x;)pixQL(awACWVyY1la~DV zf%vLje!-yh@(^JeOBWWtmc0oG8lCXP9~ z2XwkmM7cU)B&=N{xcBn@DdU!y~y~zNc&$g!%VZ7G<=NfJzAl``M$WOMq+0`L5 zfX&H_;MUXO3$%`?tMMDd!zwoG=`y%MQOoUL$4zZ0a$99r(kwi&wPL^7=I`Af4p?FQYaw;q6m*; zngadQC>Oj4SzhKhI}%*h*Ie4YHJ4WQX} z6y{h1fwn5FPJPpkIdZpVcLOV=YPb2S(W8+u!wD*BK2TSzopvB&Ey7E&M%p{-3|9d9 zUsF+8_EUqU&y~b#KVU)DjGt}3C@PwtoIamMQm=1q`KVv+SUN)>rw#XDkYYBz&mA)j zy(KwoaA|2YoqFMr2E1!<$Vm|Z8Xx7{@rXOe#d|)<9?R{ld8ghk7t?jEnhG{rHXRW2 zG(FO3GRtB6QHoDgoG8B+r-Wx0ytQrw4$W@k*bXJ?fTxX=yKMYEUN%#IdPqiZ98=%O z1euArBBv+BEL5oU0QL*g761I+~>gx3Bt?$ugw} z_SF=OX6Xdt2oWYbhdN-$xU4?j*D>e1YFV%~v^%G2$7_xpNgN?d%QI-w2)@U-X8h#3 z5S(w!*P^sy4Hu_)03Xr~9vDr|3lA{ScMdF`d=~D)>gsoYeXt#mDYXyS_S?&gG7`@B z-tFn~KXa~qvX+^>T7}V7R%6OVV0NifSt@JIF9@mt)ldIDv4DctCt>nK{-A_vhq1bT zPfTeQqEd_%seIYWF82N8o1z9)fFjl z+#ZT>&1@pi*Yj~@zOl-u1Pbo>L;g!ZWbZy7`RrBb^gSsC{G<~jwU+tMjlal&tXAti zkAUzT!22;NX!Ebb+8N&mCAoGOdJfK=jYnvQI%g};_b1EKHjgnA0;yQGCiq?KF@Zdh zZ_&mPiqZvfgh5cpw6J%!IyA`Jpaq<%d36bqKwy3s)|<6)e5j=|uN_{Y<&a{dpk%;Ei?m zXL}{R-hHrWV9PS#LQ?3Ej*GjDeg^WntK?_IK-LfXt?F)((D}=pwH8@65{r1-WK9mq$+*q zd9wq8E06ByESE3+q4Ccf5!PR7_Etk^^=I6y(RtUJ1Fk-ez%-pv(i4>0t4(ZMT+U6@ z4ZbDPnECP}vwosOkY8%?y{LUtaTf>?EMC7H-|89j``B;BzO<64Ta(`~J)t#K6^6gB z_lWEFmkEE(CaZ$eH2m($gS5G#$VXk<%!@Tor^4-1mh{H{6>p>gI%wAS5va&wr5=MB z?4dpT+8VPNE2exM7it}K`iXTOAlJb#M`-(@U1vlV&w!t5p0*?i^^NIVdNvAlEd}p} z{zH8n)0~B84WLSz?Q@evDMywn9NO>Ds2enP?zx!MIYi>^xm4RUqhJYnrR)BNh-;uI zMjCZMd7R!D$ag>+ukgZ8N-{5pv41mp$&Btzv+H^^5ymn z2u`jXPC533PAjb+4j709G^F!{I8#z(cp&huM8+%Bl^0IPQRgiX5Pp1dAO;e~hHHD`?Fru?H#az~K#@y8 z=1bW_TMnG3-z3^nL-!{EaaMO@zlPt(yvrJvlhn+q#Xhn2;)bLBMzzG)4p)j+xW=F@ zpmjzZI@zA@oX(>CT=OQ`W$m5bx#PJ#nrP21_L?fR9~JrLevM5+##CFeKNa(;V#oHS z^*M=h1uDul;#M9lZoqi?jCB1WWez+(7pSClrsBVMdnS**~U zSJR3Z9ecdnY4yftQO~wt+{K#O@~|sPBb#Qwjc?Q;ysP!z%JKa)-pGn@6xADj1}`m3 z(-B*eN1_ddXO8NhUWs>$Rhs0`a8;q@tC##BG6J0$ARxc^$B_kA`tg(D%aT=^<977l zOqg+JZ)wWY+WXsgs0&{61C4Td3C2{IVnHvS@fjH7$$G~`r%YZtgy_-zRj$suE;U=*SBMq*R%VBwg}Rx+gKMOhkKkPxN9%e$Ws8d$!-L zM&9@Y3*biEhPU@E>Mb-ZM$6A*XLxjx_Hm^^lL}n?!tmxZE(W4%=2}NBY@gjw1V(@k z29lG2OQn5594A^2u3!<`GLF4W`&ULhi_Sgs90FtwxWD-Pe-=kCIvifW`ym31epCG& z89>2=l6Mr8u9!Hqm;*P5a8uD+qVxTjY*A7qkbcH?JrrP(y~s}zz9CI`frYc?t-&y@ zRHzeh__z>~eE#@1^LsxVDchdeM{rcn36~bOPaJs%TC^T^grkfM)mFbf8B@A1ApU>H z9C%G`Mu_#ZGqultg1sQOA@b(l#H;i~?~&oI@H1L$kJA+G)QcGNM^?-8WsIWY7C#W) z`%PodvOhai|IMZqsnzjeXd%BoF9`?QoJCf%eeGyC@d<$7ky0v~KN7F}4NNJS|JM4@O|bsTK1AfANwlY4@I|wUK3?lqj@B+C zs@dV`M&0u#Wh~>~6zDrr6gj;4+-zO$k?N$AsrN8t{~nkmqJigqgfA^c7^7I>M;{PE z$(C^BsN2VFC!>spu4iw6NNjsrQgDiMd=RyaU9;(sQ2Wm9-0Z4f38)X5wqjZhEwy7R;&tiR-|ZQU zkTxyZCMvI2_lp&;jA@Uz|D8lNz$1XOC!-o&P;<55qCl4W+b}0Y`2mg{%$v=K9(FEE zDH91Ss{Bf+x{Ex#-P}&;LAVmOF?!1vKNa7et znDtw~bn2Hsk2d4`9K4s_HC!~Gx!j6i*Uw6fP)TQ!rJ)iyjXw>!4PB*+$dH&!>;M{l-;&-ugKBFUz8jbI~3hY;** z?ng>j9uC?}BdTQIDC{ zRgdWl{hgQouY`srY47KjL%zMKA#HE&JIwKgWlX*_%oI;7$IyVx5h^9gMK^T#LO!>f zOfuTlyCc`EB`JN}U{&W?^a1cl1PjxKI6*66%Nxn>eLK*s_Bqa0u0-Zw8}|y3hP7~4 zU|eWxr~Fths>bG+O}ExTXv`_L;w|+<1=`PyY5){64#ot}?A)91*wju?Re>&Kz3%@4@InS%*X39+=Ow&XbHz2k`Nx6RT4lJg?7kS6Pjt4g8^l)a5Z3R&g|p;q zZlSn??=zq;5|Y=-shuo>XlLf|I!6@Cy-)OOz@^sbx}QA#3TGL3oD(Vf?MNdidpqgT z&&mBOA3p*K2x7Zg1G{Ydvb;^c(Z_<)J0P#*oU~2EGbJN>M|3dQI1ZHrzegd>ghHb?k#?T584`6 z$sl^BHga?YGX^jw&4XRBc+Gz-JHX^ncF!$y-)*6j&-AJ)q%* c{W;;l!OxXyBNy za&*pG-Vf>#Gy5XGfih!?~k9l&G8eZpc5w%jCA5N1WZX#x|vrc+H$ej6DNPaJ|H>=5h z5sgn6UF$+8&DIx(yF15#_`K;E{l=0)Qta>WNT7)X9jDxt3t*>lxazRF2~BZk?{kxz zd_}2z_F48cxcdcW|7X9;N3*!aP5wSP?z zH!Y`~V^O*1rR8+Y59!xK5f#=uP4^BgW?XR$4_gzS02$+eglXM_2`gD`{I%ig$jEt7 z1HD3Xlgb8d-K{Fze<#eishO(mc^Jsln_k+t5|*w0N>_0x)_(QPvuck_bM>^xW*HT@ z1F^f|XQjbAlT1>y@+_&&uO1MXp?}Rj9qc>!h7-FnQXiC=0Fp`fM}T~Zy~R|>w|x!= z8iEjjM;LI=f>ai|l-I7^(Cu8r`FVF7XWDUD0GJ73@`f)hzCs7=*#Dziq8h~G)LO585} z5O4o}Me%|qh!dTY>ODPN3Q|w%Zz+fZ{!^9#VG=gbyNvB?A=%c8f{8yHOZmK-*F5XL z-uq1+q$)V_l;sGB0pJ^e>ZxR4_g_fE@n7Q3-s=M9j=Zrk_Z?AQsZ zc2K^`NdSmO-~Xq(?~H0zzXFcmZ&sp!k@835+X0ay2%w4Ws?tRbR*P^qmlDXGO z?gN+obrzYzQA@ZLYI}2&lAl$8ET#MxX=sM<+3540_LLDw;yqT;6XZKt~abP76bEqVUPS= zxt8;tT=q)lq#7T1T%e^SiCed_QiG(JK1e%2T?sK43&=W=31IR678y-f zX4IxxJ@j47eZOL}o`Hvy_mv;}-4>SFwmx(NabHGT5H0=3js}#(vy&o>kW695o51py zUhUXS|3ENr}B()VQipp*1E;YEaFvv}2(q`Jc{WC=5|q-NV#J{}zQ2Z|ddRdeJ<>Xy@{=V=+ww*XE+Q(Xzy zfEkGO@hfM+OdzR`Q2qU1p@(H2TAO5|e|b)9G47R+5XRa=+B3IA{v?1sZoWZ<=2;Z8 zSiRcgbY5A>rmg6qrsuY=HIX0O792XSY=;FF-ZOs)HH(eQte0-dPK+`Bw3U?Y3z%|`q?#oEGfdUCsM_V<0{>@xiy8F+Aa(s9bN>>@hQ%d{ zW>b6t-xy`FVjp&p_L~!(AyD;Ndzo&ixA6yJMRIa;Mjzmt4F;H7zrFUn0~U`){PxE1 z16!;MFm3@LbO>-ZPVNSroWypkEQyowVY};BN?__zyZ61L*0Mgk@(&_py32{=Vyv_D z?6p1ac5GHYR{H;pcmhH5bzPxuD5yF405?tXGnHVYa*$`WYn#=$DWNnLK zrV{a5X>~uc@d3jo@ImdMDk%@%hjQ&ew0Hi>f+qLxZzr?OZBv52*XVOP%WYSDZrQ7( zn6$iv>fA_6nh#Z#u2o$=JJegPrK5~nhN`?pGO=edDO;21;;^xKD-}#QX4JrEakRb{ zD8KRej`bDLZC%bT+m$$Y!o``26Y+48)5w55-Uj&NCG=nZ0}%Ny%iM(uw|O$q=d!1- zkk3za(vDFBP!6 ze%m{0@98zns=sw_Z9}yl9S?>iG1YyPSm|AG6=3cJf-kO-rsXF*Bs<(zN@eDCx*sw; zKrHC^&e3HsJbtc1N>zr4wL7K5RVKB)+#YlPoaI)a$jIIJCr>h>`=kg( zPT|RyZ$FK=L$Z4J93BzURrl1EIanfs)?Ove$Flc?5(n4YuTh=rn}_CeUt=zuCYnm^ zcq`oP;ru!nb4a?GdLX|ex8i1@AipPvGO?* zuI^rPU3LZKm}$#<9?@IJU0)abIPizg(7DWnDza01VUQj<(Qa%;Zfi*e4cd+5%k?E3 znH~GxRMCDRHlXsO{|e=|S|_q`s-9=R2a9p-XYW0nTL5PtHQ67h0Zp|}u$-joph5MMY=)r=Q zyE2Z>bqw=6Dt3O24J^;<(O2(0!HeO1*08?M!`l@!Na&R-KwC98I~wXnUgfDH&8U8w z%ne(rs&Ovcp@h1eIRi$SG6{i}i&DaQ=xA=&)RaomaE+eIrW-Zh^Uui|U)K2ST6-uv z^^x*G%VsQn>5PT87uiix5GJjcU7kI)IY|&C-i-0np7SPjeKe+f#~3Q=+kw^XGK?p&(nN> zD+;0tqXl83%dq4naJ^dHy7$ya*WSV;Y<`+$IbMGuV~5Z;Yu(jzke>L;D3y>`I$pG_ zX&H$zpdFbWxnVI>(v&DmQNk`$^3JCamJBV+>fOwcB;~#M@zjNl332&7CN})Wlxf_~ zNy*;2-k7VA0;orP523VOoyU%;!<#|TOurHMm4W?|$FFwvF~r2&U+VF?Oton-O_a>6 zc|qyX;~@?;PN|g7A~AXcBxKo+E5ai3ss(*h_CZ%rWI)1|gbKt*o)`(Nf)qoaSNhnIFxK<>H)PA}XK2-O<9LC87`Xr=f zEl{`Gl2EZBD$c!E>*Je37OVSQ^BlDKsBxt=l);*LpjvBfXQx)S6Uq+vtJyB!7Daj9 zka2ueZOW6{qnnszymH?wCD#nZd1KdY2E=1Tdwrm~rM5-m!*E!Lu#JlChOpc;C4^Ox z=8ffSa?@Wlyq6I9_ReVp&r8LJM_f!g4cy#i+#K+47G+6 zCLc$8?gE6D(4Q&%C3N%ae7_`+n(~`T=HnDbUIV!z7V`X9R%Ia)FA*)5F&FPQXvf>f zLQ>wJS@f#GB70qE4>cLNI8}bMT7M4add}PPjm5;&coiC|HFt1TOYJBvrK3`BWUF9v zHUM0^W{VesAOO+Enynf4ZB~QLr6&&5<*0x!n!y>gI2v}>SIZDaNQQa{j-^1B8|ixU!Q0aj!=o%A=gnw*r!<_G>Aw(E^=j#E;<$4k@A83a&8Zo zQZhRl?nID~%b=S-O2DahDtXDHxoEzwu6Iw;ys^L3$kS@)m3K|HswGCg$JS>Enlj@T zPT#gN95QavH#DCo4Xw{-(_jnzv5oUEID`dy{&u~A#oCSZeg-N!=y<+)^4l%*4@GZw*zZC`VyfdZU zs*>#lGjiN}w6-S~etnVWGp|d|j`tBdZGl~uij`k8e`BRpC8FxpTohzWZ>R)X@bt!u zSfa8oR?vZSux1SFK#m*%M!nl*-Heo!?~h(fNIW>mM~&RW5zGymsvKkyP_z=1>GZMHeSfnJfqNR?=#(FZHYT^*g)1~+xgK}F3WSieYd`SJ8`ARFB63)IkMO3g9 zUY8)9U-P^I5~ww6Z?M*2>i)C7EW#I~(?uUD14O#0LjG$n2<=ez0b?7 z>nY@7BZcnzDPu}k#^cc5!ov5U@QuERdrzNR)zoX@>T~~L$9e%R>>SPl;f^-JKhWz_ z7$F~Ms`{qpNzT(1oVJaw(Eg)G9J1!^u2PWoh;Sq>nSd<*d6&WI(D;|5>P z(T?L4bymfjA0vfO-s6{~p^8PAcAi z-UZlg4p55rRJ@Q!vO;b`g*UH(#?W2-ab3?H>z1Psxl|*iz1P>}pzC4F_6RveFv=6m zR2pR)GPwgqI#YOlzjx(a0eUIoy)G^1iVH$aOsO%y%D#r~t*p#SA-1$=3_rY+$$Iy` z&YAJ{TmRG#E&v4h@LhIH4$u)-@q4u^;|ann{l}__pj`aXn+knRy+X;qRw!|TbDTp7 zQ7r@RK%G{TKz6Dc%nIg8b$L^V2Wv7i)GZsXDBn2K4;E?iCy7C;G~J4#tO4rJws z9fX`P5kS$?cl-!alK z3ZW!SGA#FJ`FfcgNsLRNj)NG&u?W!g`$^qq)whDE)-V2mn~C~QGcGCCg<%YrWW_8> zOICC#=hD2~gF)!oSs!TCW21r%@5d`f=K*CI+18~`8=oTczIeKE1e^`Tn6So6^hwwW7{d=|1};43z5U`{Vy0p^ts{I^GDDTwku zm)jAoe-C=MwEm|?!UWkj<%uBYHs2t^39{7>i)qrvrc|>3d95Ms9@xD4=kl?^U;+kN zHL*~N`0*fUd~bNvZS@plVRz#a-ZRzawKi>Jt2XUl4_+Yc+-M$@F+!NFol!ok);Uyz zdH+5o$G@cI)wF&J-e5;H15g2Dg#fnDZIYsJL7Z#am*4O1fb7w;%M~n0Bjj8is=o*IDG^6TB!eYaQB9b=WqKK-Beu#C*Q0t}gyu zU)9nQ3UsE+Vfp;)n?XDul;8hjyk7^WB{Bi{yrl}LVIMz7O}5I~!cl1sPYN7()_-*& zldc-64LlxYNIM=PfKs&v;KNn<_v#>2nb|u2%S>j%myz|zh!&2M9KobbPJR#yNDmc6 zy}!+>xN<|~LeN>23pBK`2=+5H%J_5vl%u1gzNu+GK*nuWO2;GlsgeG(I>Cx8WjhUlkVrI}>AX)*`cb0!Z z=%Egkcp)z%LkWpQs%dHtO}qF>KWkIOq_REfsjmIx+>_nfCeHigXA_#9LyrRjsj`X{ z8&P8iiJcY#UYPATqjg3WE{MvYnwe0;eXNpW0t-NqYj@sJ3oAm zZ)^tB7YC&kF{r7l4*=A&TL2w^puD_!FuO<}>J+1@D?8W>7-1<9^BUuhPa^#QQFgh< zf+0?Dd=FSFm4D zsK&1Iq}@z_i@S3H$XU12ri0yx&ZMmvAl5E2DScF6gyl1L76y`ubN&5kT}I2E07;)O z4h9IyqiFg>?P7%=KN_3+_zK`-`voI~-lc1}=R@WkpxZ??Ns_K9v)#!B_g~K1Z!eCd zhljokZ8_ZAfJRnXw_V)9yYS{LF#)y{008Flmq8S(;x9Vt5MBaK{$HQ5D<1og@_8GY z5^jApJW1FXVPH(WJeqCg;NY+v#Sd{)^t76?w22Q5WxG%j)y}62Hwi7mlmxMXgx>Q> zq#Qd+$iQ4ux$q0gOKvu}Wi2%|_fyGiaFAi)3sA);FjUR+`IP09RX{vjt>K9g=rGSy zb^K!3#k;b9aGn8x{leu%9szfQ2q=%O*E<551|;sxVh(Z8(boRS7c@Ojm~LyHK+{3u zt+M?sPK;EFMcznIzJaR{Y7O%vf&hsG#vrZKz|_#4Ae7#fDEW~@culAz>=L9#PWMW{ z;Ai!$-rxO$TI%V7@Q{;IS#AJ=ca9Q>3(r8Ni#y-Y=OBX>h!t~0US`boEPja_5?~2=2~7!e3E1|* z@`_W_8VBZ&V$}h(E8ST*v-KMPpu}Hag32{$UEEz_$Bm0EKhh?0Mb#C%6%#IxydJ4E ziEqB;`PyoV1KBz1WO*v*2yFbsZsvWFb7>5?!t}#tV{=1u6VR@<=8opB=AP!>=8uC9 zexYl(sT~5`6QEase48v*3Hx$e+q~DH6ETEEIJGplQtwxy7nfZNH{p0$f3`%a8+{)% zzldmHI3KL>;)&Mbo#M4(H?*+W(Nx@&q}e}aB%h}>T%oE$EYt5WeiLdN(`CV#ws1;^{DjN5^q)!hw?iJ1q?+w9FUFc5O~053bnDK9N!a*3;iqfD`uv zW@S2V>)Q|iUoN~T;`t5G*`KWY#_xYYi6r#D?~MdB>|1O>fu4>Iv&sc-{|E#t2*tq2 z2xWdX*+@_A$Av$gIabjI^c*@kSP(_W?O&65O$M$GlpHY9&^SkxC937{e`7)G0f*-o z6?OSUK>)+i5Xi)|dph-k5*@O@7+BvwbqUCWx;t}<6OdFh0rUMcb+KS*wHa+W4p)$# zuE@s5mXE<00_lxFUSf1|a#3NSu#K&)<1hvaG+ZeqB;@QR8Bri5oS4kNzOgZm?#s^? ziiwG-Vq!16ydKOYGeJWGgZ+8#cJm=nZ(x3Yz7I&!92gjw1~Zo09BrTW11jXJsjB{% zA1o-hYGM$9RH#3V1@rn}xVTQ(d$zYeV_NPQGlaFk0>9V;nLn^h`-9u*#ll&a9gJIm=-N)7`0C&knB|7fqq-W$a_z=SOsS+k;M<=K8d0qS%0nE4| ziOvD^N+Kt9Qv7T0KFDqXI%0ZvJKC9aPsD zL0=l0vD82-6HXZaZhQ`aAQgw)zpxA?k_+28$c0Js0@d_X=WV?jVRh`tec zOT+b=>fL1VFmfwwH>UsyyCM)tW~5wGq6gYc6_wu`@2Quo%xV4>BO2hia1j8;pMzTw ixP^NBe|#yO>qx;Y$A*x~x~5I->Jt@BWsK4@)c*i5=xcKT literal 0 HcmV?d00001 diff --git a/tutorials/synthetic-retrieval-evaluation/imgs/4.PNG b/tutorials/synthetic-retrieval-evaluation/imgs/4.PNG new file mode 100644 index 0000000000000000000000000000000000000000..6a5b9b61e80d2063e300d7d933c5942611a4f18d GIT binary patch literal 90553 zcmeEuWk8hc7On~?2ugPjARU5qjWhy+bV?)AQqqGWT?2x2NP{2U!V+s29rd1Q3)y%z2)LEt{&NWaFfeiN5m-WOa=zo0=3Ub$CgZ%#eyg8t8&KtZuiw>$Cw8bwJs7#{l9D0yizNZG$e8Gf971PVF|N)vYG$7{cj z*S?=jAfu%B8hC@NN;0REu+yv=MTj{?$hr&PL?||>qwI1)(?JG@#w`%qiL$37^*#q5 z2HtV%UA@Zui(`}+RBq#;COy9jgA8^B_2nANT}Y)gk8Phn|C+Co^x|h5R>sMR&*h-z z$xhU{18zvT{8Ride#e!G51(C^!v?(!1g3|RK3ivcM_s%&IzFCLP;hf~AftV%%7*gl zeLkvr=S&9-;j@_W)D{WA6ylegLf$U^N-?a+A?)Gd@ulr@H}~;IMwo=#^KQk00xoU$ zdt}1gS|}dkZKl-fV3wkXhoD-Pl%v7%<$8d9vWvQ{;HhPZ~QXw6xTqGxTat z1%>iHCre99Kh}nFeMB1ZB3C6YEhc?wv9OY(xJ;?~`g%5QZbyxO+2E0=_bzi~W##@I zzLZtP4rpnhGVtOG+{?p+Qov!!lLkA_dos8q=zpJvj~seyp~Z9}(kf>amz?L)SPod1 z+hN-2fU5p-(7A5$$GC*Z_>`1KmxFO%4W=KSwYBB&uW|hFkW2@Rm%E|8bW5)w`0pKb ziCw<9LH2UR*q!)SCmZE)b)cb_u0r@{0E*4askiQ4O-%y+eKzBlLrv0N*@zAD+f7R^ zhpG_2TEY|bm7}!lUk+vAc{wUw_R()|sJI$x=j!xjkiR|3@@lBL|G&WhCoDK3$+*hv zW?wO#1)Mg~s z)Rq?y=D@lOEgApt2zP6wWtkFHv~X7@Uw|G_2_oLsH_CE>K(bIRL&nlzL9@z6pC-)`cy6BeL1Ui5tkdcpm~htR>F5_lxVlk}AV zyZDHq(+@d0IT|;5nwOAMF6LAHN>PZW5@X`OAA`6u7D!+8&Ekhto;&##EO$g~kN6M6 z{aA@|VZru`(*y7P#bF}&R;E;Ktkq_sCJR(wKl2gCHy7WF1-Al{7K(IO<05b~$q zk=$qCW8Nt14?>?;Iina zw(tFawcf(U#{TM9JJ;nNrxbi~gj|f?g_V)|iz^-`2}tE#=k^?s*Jrl&w__KeK*XnH zg;iGa&vh?Wtj}~e3&a?(HzaWz74+`-?$n2_x5n8A&QcI~JK7xo(b!-BC9=ZJs{Um7XD$-}FO-hm!MX~jd}a0`b=S@!G?C=gXP7c4Yl?nN4^%HHjZ zm1lh4oZ@U5IpoW@4Jzf5=5{agR$WnZo=nWlaudQ)_JOp6;#cl#ZXZSfk1Jz{DVkJ4J$rg?8Qw>$p@9pk>0$CU2_n9>g z#(b_8@%m+ESxzsjZ0L_4!_ za9EtkpZnABqZ@+wO~$?Pw_H+u3Q3%d_vAlR2pgVSN}2TM?B+tHa*jZTX!J5~z>sxv zg7wR$|Jbl49w{3K$MCM%Xpsg9_$f9a7~>}1cTV4)rvbM6J)Rs-Pp9e*c~;z{JD};f zr-$3^5g+OGzu`q>CDsvxscRL5g&sy{-XZ~SM{bF8YKVGlXh+Zonx5|_dBMY3KY1cd zBr)|j=r5gi_~j%OV~|%~NjUwnpQdy|gvImcY@O=lGCMo-0T*YJO}@2sA6VO^`rO3y z{ZXoW$%9yN?}y!#2e2aO5mVmXhG>V$8f{$bs-p@cjL#*VevPT}`4x;zo$7-M9fP0D z+xPpgSwgr)b+=wVcy)D={hp6Ag1(qRSswXL&m{Y3T_)`4c&r=}oRC05Bl6-Ee3i^X zio6eQbDYSY$lrb!zB(PvDPocqxtF9aPQPwE8=iH5qe9gQRk|IKbqJe7ZfGI3GJ@A| zTGs*;-$Mppy_(0SA`0xzQ(nDED}Cp-g$!ZJPxR2lC<(*KJ0&a8089=-Nx3se*_^S9 z<5caSk~1NZE-#yjEb+UtXuv06<4q6QFJW2eM-YHuzN8+-MSwchCprkg4KKHc;fgVQ z5m_~zA3zzInK9OBtVZ9W21vjY&L*K^+~jyVfiH<1KeV_)ZvOg z`A^VCEV{6guq<}1f+GcVg1qH(vuihQoSOaUzAvX5{;=bS0B@9tjo^$mKc}_6Se+f( zWp;4fK9UYTP5zeLy0I6^GNsBHea|akj*$f;&akEoFx&mUJ8+YOZT{&|tTA!98CzvfP?*Hg<8^ zHf4jL$vt74OFi-a3=pbV5g~%>uVo46;Er~&BF*I|v>1dsaKG-Pqo-(h<_um)Uwgo% zq4Ksr3CdkzAS5~9b8&rdtl+pB$mc{+z@3H38k60RlVIp@3Vv)UI=bq8t7=b#_& zA^NjEneW_5=h!HoG3XnQi=&l+$bK4*`}T8UQ|fMd@O6u)fS5KY*t%7WWb{% zjSlo#y?OHhD=dQ`>irDu%)t(M)UUc5bK>kCfym~8wLyooS}}+zfzPJnvRepK&G%VY z@pUYhpV-ai_%|{T6AcSyL0uw{q&MRoP|ySybHa3CcE8EQ%gZaSL-;?p?rsxFA17S6 zq4G%rQJ&m{sGT%w#uU7>T<5Zv>V|u(axT9_P{i*gs|9{cTe|<7IE{+oR8GX*gNSKxoHc8pK z#>=?+nl0g*&={7IF=fd4#@?+#WjPDY*NfHnG$@MbHYJ&9hSHXh`f^SDPjHjI#vx-I zgHE)AP+AD`N&40Y76&imm`+NzZ}7QW-?O_thM-w6^^Y-=`>>Fu&sOfh4xt*gx$_p) ztnNr&SQ8m3_sc(q?nwn>1xdc!tq-X6=vLw!LS6(ZdGL4X81ok(#ts2GA9T?IQ&xYq zXS{4O7SlL^MeQ{Ja0DIQtO>cou%Pomc;T7LMC^_#lBvnBhW?x)-tz)qh$Q&uY<@0a zrZ0O2_D=AdJSHEdpLO#4)vd1TC!X@FjV_C4ZR`K`(30{F{EaGtYwjXtgNP8!tUy8{wrX?q?x& zJxu01xXtmDfxpWGI~BWVe(eGCZLAH}K{s>)kWjWRx}K8wX8sU!||judgBoaG|xlKe7#&70f&1hB(bPzV4mi zfj=C3rm8~wsy^k7OXNxn9`9hG_jvNO^uCoMd}QE@qU_~F;6vH#gThCZ|d zM?R;9_g$F3jK36qynrtW_+16X2gt?8J5{dD6Gd``1iQ?Ts7#%LK`mk^LG|O@`wjB{ z-HkuDbU-bObh+#UZz7p62+Zh0mN~rerhy1!$Dt9M z7H-aRMN(BLR1qK0$v5?@$fXazo_$jGJFxSF}I0JdLx}|8#+` zBqD*c%A4it^pm>GxE%KSgP{IPGv;yfXhoAT7UMcsUCG6UE&vf<2BK{xWR8G*9dSPG_cRwWmnhlaMPn+ij8NG&qx6Yey*{e6Y+ugc>YnZHUt|ekJkF@Sm3{HbENCF?;o7wkUvDNzdQ<+1T94+1GpNrANE2nSk#`*K z5XwjZUWCT#R6kuT1I@+36+=99#^_~Sr&Q%uW4;#15GC%U+n zKOB^4d_3?X2zvYB4}Hr_YSvmVNV=qVSHu2Nz3wZel%OdAzRw3s1Nr?OF^b4VC)ZVe z*y`|b*KvwbpI+W!WU17+E)vLzN_pE@gBTg^m)8HM??cO9==SByY`>j9yUApwVAs&l z=?SFs)AXKqY)vESQ|d%7v~MKRc#){MDVSaKJRf~prX8I=uD7{?U1rh}wpeX2sYw)* zJZlrDEremiL+dFu1Kbgp7ivj)h!3SoYVYon|IJ_q2W3pgg5;HoIGq|}@d(@3gkfL5 zJ`B27KZ)zy33W@>Ux?EPo9M0Y{l!YTGDiKTu$yR`AEqu6GEW#bUyIU(rs-nZ8xQz1 zv{}FpTz3d%txx$*JL47)dzJ>$-Pm(Q+5Eu`ObW|DN1i<*<7 zAgr8i=tDj*XFI_>)XnNao0vq<7dpH>8<$C*W4uI!aOyu)1Cn$g;y6P#BO0ISadhlM z`o8e*@3MafHUE2%JmLO|X@`y_snB{#C@9wgXW*$=f$xI5P*U0W`+Z|7U3!|}Bv~yyr0sbS6_KjsLVy=0T*WR{P=}>n=o|u= zd&sEgzwCUR)a}+CCE9Y1X$6ezP#NUNd7Zt|sWN(Lb9oBU)dd%Rv0_14wvb>w=1gl# z@@{OaYg|?<_G$f>xf_pGsNd>zx^gZO)FW&rwRg#Qs*%olzi)R)%Ip+(OyzWAsW|ek zBxZkOsjv7|_*!`Qn?r(@KYxrC;p`ipYcUWnyjlD}=6)Sgt$L5gMR^Y*Eyzv?K$7F9 zGaY0tc{j26vMIbmEp<}9ir<`e@}m45HMTjCRjWr5Q8S0~sxy1U2^lKRwMU{RY2lw7 zFG|6^X)_n3;wmG zLO<5nm&I%}ecxXO+P_!&f)_&djhK+fjVU>aQ~`rX5sQ)G6FAU@!c9hwL4O5;jcwOr6=A@~gPlf*p+fu|}*oyho zYeFS9Z~76L~3XLvdd30V~- z?eC{Fp`_0!CrG2(L*U^gV4;|X#p(wg>W>Xc7z={LR$5({*21v_i^EchUO$n8jbLnu0t6eYV?qb_?zkojK#n z1i3YbhvePIyoo1gmA$yCkRG3WVkZ@H_%Bz{M0b!j2JY#7c#$JSJtP{S;Z28CDCFCe znuJZCg8k)_5AKS!M92_M)<~B1{`jEzMrIb{_7PF~J98_OyQg1XF7k5>lAEdYoF-Qx zuIJGiDyEMakgCyNbi=tCfS^F^Hxrrw z>_^5A;}7B3+{O+uOq=z7f>|jsAitTcUv*&|y5XW)Kp7N^Rm|qGH$95nK%LvL<>V$vt9NR-~xiR@qpfw@}#d2XGsW?&<}p0ju7Rz(k>s!s#14dTV2i<0MfsoyQm( zgs?*r@F5g9Cb!ii(96qX_{Xwy4n!e#Z`;1>`H#P+#2QdcH@1KH*nrIH(Lxb>Hnz~p zDW6qz=}u0=WC={0rev&xu>_gqwPwp~E7VcC_hKHTs6o}eeeJ283@^o*C}MVRyD(*iKX zFul(_kXKxCv$hbEL=3tu{Sdu-zhchUz|5HDxNY3N>jDWjpqJ9mN0sBdAz+m{Gm9Tr#`TG9OLPD1)rIIiA@isB>3(mv{N6}>@o z&E0^UeTUmbP`|LTTc&acokWs;oIih^CbtA&kCQh>S7TZ7f!!E{NTPKI>0QoQQ2%?; z8fYuUHM)myY^<}pB%GaO8D+RT)E|5xCS*Yf^3w_WynTLfaXq`BCvzL;PvCJz#_LrR z#(U0XLtr)svy$}r^Kaf13c=CKS|32}w4Gx;00hHn;-7px`yF1G!$V!jLt?ITt}^Ls z!CtnYy*w~RHK+Cb(cz0Im7|>VzD44ez=T}-O_c4O2>MeX$p^UpOLhi8N|)CZ6iB8c z#yizzBP@&b7K&r?UwlmR^i+NL!FT^TQY&JOP8EuD=3k4iD)+m`vQzgFiE3=w1iO5gcS+A^aK{^}hgvGGheo$o z$)VFrdxzTFE7i&XZ?{R`JGeGcX4Nys&d=fDoIOZi!-;lp@f}QZQu;8?zX81A!|)%90W$N*2d-E63B!nN${C ziR7LW$q4lLUz*XO5@9uC|ofsUaI?Qhe6iuh-D)O*Aq5n9Qt z>KwODy0hWQ7uH(X*%8bupRjZ>qodFJ;ydaNurVl^;) zL_r#?eIVQg)dqtJ#_EE6*9%^Z%u2mpd%#9AHz>h zOb@rF7HdG;&Pb+Fq4bCI#UA>xqIkWoS<+5AG|vhafD8SCY;)8%j0Omz5t;aFbF{UK zYxM$ii-kW8X@{Y_9li}GKjxM$bX(kb-YOSb8g2~6=~a`l4$^-oR`v~q!=wyq94PP7 zijBfufIzz%p4ChtHm=i$QlyXD1|CuS8e?yKBJlFCxWKiawgXvbn7@^A;K+U=(g9DnKg4}D4_=+4wiu3#DckhMqQbne$qs&cK9==nI_3@JuB5f&_>Rlzw zcyQymP{_>xrdB66h^0htfV=_h>(M0RThV z2*qV;aOJW<8sDp|#>g37wmq@o&6}rSlN84N*b!yvl{nP<;8)CR?3B0kUcP?o>g00(yFAf10r6=J-b?B_%V%aDlw1olrtsiS+>b3#LrSUZIzZ z^!r50b0Y8~#R7QlXH#?Afst;}`n$fpxfNSqtHi1f&y`iO@I5bh6PKle)vL~fK8CU| zZZ0YJ^?On9)vH?+Os}AqYx?tCOW>@K1roH!p=YXm-c-~S!V(GZ)US8FH(vHM@(#6- z09}?*jl{B*SpW41=18VW~ng#(P))#xAu#|K>s)q zIr#*ab0bm#7ilRMW00F2nl7S|GJ?zGAM{T zc5!;ZLFi-md=<#(>dW%J_6@bIwZ^xy6s49rXT!wSU$%HMS9+>7>a%{KWM0>nuR&wp4P(WEDQ zBR|Jk&ZqSLy!>I3IC3P}9J&#ZMS&ET*qevGDB6GThVWH1>V$IDoA?Nk60&=OPM7Ss z1|T$q4FQ4gj(P1Xm^giPl%3z_IWraV>!NOaD>sDJy~(}rp$nZ(o6< zUTlA<_nsE3<$xqQrT&;y=a79I=g+k(!yHUFk=1{^mvu4A6>!{Z>Rw9sV6}%e%OUY+ zd+4UV&{(!X=?mLf;* z{Nhr4YkIRKK3YOlq24V7)D|#u)4VSDY4T-N)r^8DBlJryYjk611D<>-%F$DVIEKnk zr*{pdy7#FCVCL3zqvf(%Cml_{9x}!2yxI6NKTiwb@bEBtQK>sqmgp9mG=2e9s{NX* zSxSSjIxWW$HXp7Is9V}=+@;Bv5(@%;y#(NoC=ORMZpc23?0iJlv#eeKmPz6Km&FSd zMBhBHFK-H2TYJvUkq2t(8!Yk3r#mGT4xsj4)mv*yMROA~wWa&&Q@(9jH7wWHpo@8YNI87Vg z#$PuQxeRjdLF>16I7)m(^J2`n^(zbZJyfGgtsj{^Fn}jt6T6m;^O3$`9A5Y?+vH1O z9OxOKawwlCe(%auaLPVHKDvZ#e}o@42+5syO6i1wt!F-)DBRe54+O4)mnsKGxoGXW z6-PWH0iBHYWPS652ir;)EG>40@7u0ACMWu^j*~V9 z$FJgVfJ~-XCpLZ>z1y&flV*f)Y*cEvNRg|!o=5q!Ca#UOSQ((kj>|2kGnvIGltTVK*L1q})AC>#Z~ zV%I&m(FI3Ptu77hrmpN3Xt(GgqzCTJaCbr*dNSnq^&jtW^|m&!Ovc3*4%)WoSwN@p#1wSMv!j-F~ft`vFfT*=Th*yvgpdT$Y;nXzIL9Kiw zU`a`Ubv-8o%RFw!S9a{si|Z?h3*zzabg6?*5pOAVb!`6}9-~2wC7j>*f7%;f$Qu$9{jejU zAm}c>Yr+9{P-Fv0X8>frA?RNyFd~&YoSbd=4RfA6qUiC44-ueAfLyg&(dXlEMSPUc zO)f?&QPkHJxMC!8)36@HNeg3dD=XtmX||ia)upB)nwuGE-kcCSIAIQCM_hA0 zvbVnBcbL8+#ny-5g@!sWmv>6F6F%B~u^yt>@RRD*N;4xlSUa;)V4%asop;K|ClkE!6uXEiF z+@qbo*$F*c1o&qOIc#We78Dn!5q@H{#@m9F!_d%5^(#UOYEP<5Q3FkI~;a`e&@n_1atJpB(JZ1%LBw zT~AgK0xa)$y#A4=499muGfSkuoYxK?K3BqVOF^|}1XVy9S$L_k6)+e+;oppjlCxWU za)WiOIE-R`!C?I*-h)Ub*JfxHZgbh>rbsAM_8i1em?2ORpZc}K)7mPZ{-iN(+j-hbaIiQrh3^`gKUR$0uYSH!hBWGOY zT*Gdi(5i;>ZZG_~>8E-=NE5Vn7glbqdnY~NI)x0`CAi9?zW82n+wYA}hR?-U>Flrw ztr_M{Mpv)clZG3FiKFi`%jI<60)IrDFXnFska6UrGyweIeunRQmoQ9mKd99QTlNQW z!7Iru_nYspMv?ww9_{+i znos}1T*c9G0#vx|iJGIR;v3H5MT}7dAIBWP?5;9rVc3YWPC4X}Xy9WCa9?-W|7tsa z&i-%-kjPUlwD-6ng^@=ts<)@f&Dr~5d1DT@<==ziFjqHEV$?m*5Z3-A(963nFAQ|+ z%(bv@Ah4U48vv>MO5x@09Nc)r`x9+FvDmQPEg?yb%WCe>wy-hC&+>CmKm7qoQaLqo z>}Tlb#mI_mFUC%2G~m_wM=r82F#|^->zBGDKR9+4n_|c`>8GrvlTQ5%`9JdeeRt%D z=8w;L$9DIDjm!zQ;LDIJEjM{HDkjTmJ|emKVFIg(Ab7NLWw-!G9f;=EucGNxa{F@F zubH!-^suBhnPL#Zln3)(V=rjGqVl9KiT=YdHWPtU06OZ;+}WpUDw9cW{`bkJm2( z%eM80`;;VsN|tNR!f*bO_iiCa_#`1TlFyesb}Uriv&Y+sg;=e_ta&ox;==lcT3T3< zi(A>2-5Jm7RG&<5d9WDM^F}Hb;i<$AGDqV#HTp9ui^9|kyMPBn53WeXr)XdK>rody zACn`)uKGvV0d=huKJ>-WmRcz%P3Y`5k#gNl*U-kp{myp%j0=9omlt@&FtTcc6YPJj zHx&5pFLHmq0)EQ?J4w_&1opC<2HYR2=KZ>FnHUI|U5_#`2n1RwV#aXbut$&08FLDQ z1Rn1?WM&op!+yhQEATNxZtdaTB#^}*eg*m~CtG>%6X;kmH+rGF9$+s4n$JRU9hRK= zQh1!SCD<*ANHFj;v$m|Ul*#QCOpp8MY)EBsmd1Ye^8Z3Kw*wT$PnwcF?a@nS+W1nd@NS{E0 zocEl{x2yV)D;usp98>6^^SjeICjR}!fy4&YhffDjFjuS&VdHO6E;&5pN#%3XyFdZJ zNg9NMoGb)%^0jKx-+@PMj2wOv%{idw zU2y)*wmdXyPWxi)sZ?=j%13sJ(9S8@xR-v#JJIf!^&;G+fufWcd`>gu6hyzrqGB54YL=gkxc@dMdWbEKC$WCQ_D@L}E~ zxFONF9&$Z&pgaAcd6?)gyx|z$wtAIi;A$p1)GGyeKl9{Ii!)x5twZmCe#SQ zmmtxcs%Bcm(}07+*?)t5K{F*R45wniyz{o_vWM_LX>G};=;vki_5{p~kd23!H!(pS zqWitlcQoY(!tUQ*i+=x;Q0e2#{UzIRPDPD)qVQO0|IgQkXYS(2yPLShF%z?grmY;} zH0IhCrAV)zJi!}n;U)M`V%`GPMcn30EwV9>1|C<$}%#@4sji zlKxA@+7hq8bY_NBPx&^c>|cCh*aYR#L%WW9$BK0BtN|F*;-Gcn6XS&efZ|4)Tnw4` zx3ANPRm~m8lM1`+`bk{^nzyrsvD#F{zLY(m%4BUc3G|M{=I6Y9s|E$de!A%!2~d%j ze@R!T`%~2dph73Ci|*Gk;RmO|4D&ZLp!>JqM(_2ovq2m#)$c#Wu>f2Cz{h(IxP?6_ zW8?uKbftp>j;-Zcf4d=OK)PcGLJ|L~HX8AO<)`y~zT+AFRB=4{G4U5jV>hT0f?+esS|TjeD58AABw%mSmtv3Quc$ZZ=Qx`~<0<|h$BZ}EY} z)=p}pg$AD5O(oY7ff*fkKL`~~%td1vv}@>R6iGSL@|cK*N-C0D7}|k@Y=7>hbS;3L zX22GZLjsblM_pLeb9aPuih-=)N@WIjLM@3dT0fR4Ou7;UtlEVUr^myEEzar|S6)@w z*!&^bCaAFh==OYTYJE+ID$a_HZuRurX2wvHV$;?XB|p57hZ;9$<;TLZw^!5I{s7?Td+u<3GWsPva0swC!!yB9w zzYSse@IQ+av0gp2gsdzAwNcVbS<|x)M@c0|#UFUT7K*By4VPsx6uQ1KdHa+lfJZXv zb+BlFb_>FJ6k$sw_4Zc=SVnnD#&{%NdBMjr^3MUO14^YLHRXbF)aS4DPc5CP5uNJR z#`k@0Vdh+fDXscFkHc;rMEcKX0i6U0KkScN+DB->nYzyIO3cA~9+#XIIrfVm1dsuiFLrXQQH+CF`i}LC!r> zne{0FNo|#t)hWZ>>nm31>oa%NyAtLuBCCVTEo^tN- zn@6s`w>B>xqQnv2_V7S7&?HR8&cMyqvcLnW_2wvUxTZXEgGUJj9a|#EPLGgbn+uIIeix+YVPp3YeCRwbHQwQ z;Nr4g$E8uo2z5=&FbTMBco{5E8DY~G;#QgZ(UE#~E-P?8t91Q{Dc^udKAaWQ5!d__ zVc7BM#jCyuojR|v+APyQ;d3q@2F<+{-8k?xgi+Th{iap_3%s6TXs@vt6BA+DoUu|h z4{%70NuV}4DTy}7L!|*3a<6sw>$je zGINeog*u}Gg7YY6NWBrLwCRrn1`HsHdECbFpxd#ckW~DP-M|oKt4?{)XP39D*D#Aw z{Bki1ozVEyHaR(U9NW~TDG9K~t^Zv^hiAvDw|;Mqd@BIcnMH_PbdmUiH0v2SYJd0n z=!ct#I5%HHyLVSwOB>4osPt}FA^r`UZ~B_y8KzyML4~P-T_ru5z#6} zDpg1GeS&O0EJN)2r(-3ZdEeFImPo*NaI#Mj*pKUiT{I_vqE{0sBW!p^OWxdnK+6xn zMlWSvv&*u0;0}ZH{ww<@0tc3^d2F5?y4UwCiqW4(?Y+OBFtvAKM7_UvvRS*IgEu|Uz4;dvb@K6 z;HR70;-Z`=&SW-DAHra_g|n1CYhd-*jZ*7Frv^e=Bi1%c#WIl4-S@u5(?l=c{_{t_~yLL}g;cDqU1f9gbk3N#mg6qqzO z*x?qG|wW6V(`9rWDqS|TUj9H!x{|x2M|>GhUzl2%<8tG zU(%0|8lU-TzkOM64(O0q)zQFV1^fX(p3O%tFSO2BWvgS-RbYW+th$g|w;1m;V1ov-P48Y_j1jLr!=7u* z+`TRDZvG}$FXj;%TaY~tn{reUmw}L7T6VO?n@6UKi|%JZz5flwb1J*>Fx49LtHnJm zwQrSVA_Fb$$oh0d6+_AKsnJ!0_g@$K8UfiW3E zjvhUFGz3@V0AAr3*$}e7%dN#_eRI(t52aU|k=q9!3a6BN3z7$9N zj>~|Bf#w<(NM41#0G&cKRX#Po>O{ECy#*&v&uyBLkbQvbWrO&|c67+i)jf!$Cwwa* z+n35$qmQ>6FLW5vx7abcYIUZrh37&oE-LnKDRy#a9<3H0_@wgusMU7Vr#9H#~R zc6(UAxH$IZG7=5Oyz>(WI6K3`%_Ht6uHc)CqJ+pZ4}47aQ)Ol47w`_8bTN+zcwq(~ zeR-w2^}@>1(wcX(kkf3~a&MAlYamv#q_5DW^7b@QJxl6o61gfW+^=wV?whBC{WzEZ z9NBTL)0~+9JY}2CHz3RYdk>_5bbZSbWx; zu0x&kYoJTY%WV$D2ib06;@a^QTeN8DO=dh@iWaQh^xq#px%m3I8pm=L55?c)fBa2I^x2mC<4bS*(+c|K?NJ;^+Ew_8Pek{e^l^G+X@dZR zkn?;gHKAq-Ne=-zIn3Q+Nj$dOv(k2ig?lZ}yeZ%UGM8@};{C`vwTWYztR&>KY6M4g zVNeie6C&UIp6BRlU&@=52R4lS{F)24Hd5oKGKb+?)V5K|7y5=U&MVZy#&EXZsHhnez1 zu^Ho-$4V(wb%iV1PP8n~oEw(7f5_*#UaNI)VJFUinM2xoEjLVX9necT*X0R`iF185 z!?53G>h)PP@mggm@qQjF(X;1c*VO!m&#p2_+>Zi!*<^KgVQ zTyFO`WdQ0&u33>}?#<|zSHVi^Cwnr99B|SLvj@DtI30sAAW!;UG}rnWljoQT&c!14+n%+%zIu`7@quj2{95VYj>5=>Lz?ZN)U4&Eg zL{q}UGjfOT51_72;%r+wu&fo5)cs6GJccqFbrA1TvbV17 zs79N8F^xh@ADu^UzW$FBBLOQ!ean&KfJXUSo|lz2_c{Tc8plJq*~v!(9nWx%+fhR* zk`tS)l-)Hxj?|VkrwSN`RJtLU{II&-`C|j<5Ti;+Q{=l6T_N?+P_M&Q=S_c9i?egJ z*EV;a!@W!$1j^a6wq}xbX8ss-<9vHz6g7lvDJ&fR2*#Hh6%N+U+6%5O`aFq<`Ah;f zf_=!MPgOxKf>w6FiiD(O5>Fr&HYh5z^0=;wgD5Zg7sW4?Kx?^C7dzx;KWC+%l< z13%uNvXak!%^&%w)D?1-saO=E8a5AmSfWS`_!tQWA~>-N^iJH(Q1ub1k{oNt?}!S-_=Q1 z3jkW+yI@EL2ww5`EpJLjfi0d{7ER_KLbHNgc#(&xolgi?r1CPU8*UgaP`>7Ie5y-3*WRJ4*N0F3eL=^@suDOtW-#n%GHEQJ`YBm2Xa;KGF zsY%Gu3H#>$`m$dOj1Sa2`Z*(y#Ax1^>J7v%ZC*ic92H<&oncSY!eq8Z7P(5(lPajx zw7}r^)&|n}dCF#E%;s7q#91Y>Wr!mNhU{b*g^$5x@VTPZb?_0HKJ$RqR`Ep31Dpwyi-Fn%O@ZL0D3B zHUD4cV1~R@>wu2#LAl%|OjAS%JyEy6I^qYL?|iG)Z*b*lqa(_8C2u3bJ6{6JXgOJ6T5|lgFd`c{aWk?7Q@u^o@nlOY|6%w z>;byq1?mqd7uV*+22Mk?h?7>!#SU2f(0@_Nu?9gIQepo$d;*fN5TuJCA^4prC&34- za1d1`-{SeTeIIkIZ>f%(37jbE-PSdYT>;%>){p_ueY)FoRz9jtFFPMJ{W>#OW7n+2 zhL$)&1nlhhj_tnbGRQ6UaCS)usl_4NpEy(>(MAWThx^Pyo$ZfN)&pO!2?uy;T~21L zl!+49(Huna_kYx?=OJmjantOZNz(QKV((dZ`bowHqS5yYs4d-foqbhG@ARkbfp}Vo zhv*9Gc&MRgAS)y5c%EHp0!(dtT>F^<=)fV%-tfc^BhavFRD+}EsZo;c_g~)m`*OYf zxCf~iEp*-BQ!lYDc2JbLDMHCPqq@KH`RJUTkt~5|Cv+3dr&jTOQ`lU;qP9R{K8)@d&n`<4hhw!_&?=tn=?b09&iQ#Fw3YyzCNs9M?;qs1buyLF z^yY@4kzkZLh4??J2rfUhf*uBxpqFh3V!7$DFwM-Sb>%W|1b>p78jn8G=!wA@YR}w1 zY-)x!gaXd}Wvh!$PJYiShFW$<0J>Pe;x^^QB;u~7m&3(MX>YwYA`bGJO-2;z5H9+a zgVk-{GIV_}qz^UID6mJ+<`!ykdXMhyuFK=nYs`d*F-Ov!j2Q=6tG5_!i-!ie;GOX! z%8kguF=w0T^h9sW$cR2f&;6*m%Pi~fPu_@vF51S>yQR;hu4Yxl_#$)NzTmBIu2{ge z9>+^i?=2hwN;2c|ne;$-(HLUgO?U^gW*Y>dS&_%55pKyfmgJHBVc6%p_!A)nr-@mK zWgkd3jTgo66t{*ZN`TYDtoAk^^Rs#T@sg)3Z9`mGA*qA(9rslye%Jn7fvBrE)#1qG@@M{v?frKgp zR5+t#5`^Yis%3Zb)|8>KU|0N+=xTE9YFzNTK2rOdkHJ~=h9{V|iuA#b$C*^)EH6hH z95&?3b`9i`xdO7F=qmfqSY!*x#A>@U7Bb6j?T@e~=ZJDEJPO6tiNJ5S$cgzcl1 zYR$jG%7|Hw6w5~sl-Xp)e5*{otBvH~9)vRf zhwIo{3%M2P4HXD#)C8Oo+qS|O{9m4FHR?`io-2Ye=uShgsIwZc-$fGC5-zs4X+*i9 zlNd#LNgg!&lG6p)a7XmDf6|T^f809Ka@?Fqz>l;4iu@VF|6%Vf1DXuqzi%6r2I&q( zLJ*{D(kV!Tl#&vHGz=JmD5DvTl$4|(B3&Xe8Yu@-l9P7ifC2Y8{r%&9UOzAIw>q}# zI?m&)BR=2yj;83tkUZznjt@N<=C|_#{-$~04fh;c> zwxD;fcpTF9As-M~qw!Aq|A;pDqs#w8?)+a%=U=+f|AQ9cflmJ$`((Jl#l-~zX?TEB zDl>}$E-^V-7tA5&za^7+AeH{hGM@kDcCo__w&%3*hP{Ws3Ie(ndZa+3A;e>2LU3ti zMfV>ZYIKoffeVCl0Q^VXVDhU2f< z1o&ebvtY*%2mraA;ru{+NL_n_Zx;uO;(zxJ;R7S?%j$flHAI4fg7BCayT9MQYKVZw zjQK1qEPMj7j*aPhy`gPAUEN&&v$65W|+C5sNLjJJjZ(E$WA+Hl_{;t3ib<35DKDR*g|Ns57?b*>P&MVJ z#FqWOE!M7hta=J>4g{sE_=DF1m2R+LA4`3n7oggi4y=si_kSM>i<%e2G&ipXwQUU_Ur^uD;Z~Br`DekCygDL^nHb zygBN)J5r!!!dQhJgi-Jby!zWwz0qvJlDq~629iQ;x$7RKh95_$go>l++@Jp_Ga0Bs zpn9w+Owu&1_AUOseK`UeCwQwris%Lh_>#X3x;N~|ZBVKO{riFl=_>o7u8wfZ^c(D` z%_YA{Ep~aeD~RzELHr+&J{Y0bwTy#yu8o)OuN4B!P8xo{gwxQDAo<{CyzaX731}j< zj$UTaQ9JSg!3MStMBPM^pmIcw9t&dycf6oRl>xgyp`3^qnPwIAd0gxB-*V$3t#iW0rTGv;f z;|Hz7PW9^JrMOa7_m8v@x7?`|%Y7)9MHpR_0eo?Sl;kQ$D3%Z`2G>_}X?2ltiiXW0 z`MTUx>Kt!b-IXl3=FL^Wmv#iviuo_m^P?PQ%K-oJ3jS$Fq7gR>N?GGm5$FN;ZZgGk z3Q%@=lO6x*Lt}H(<%T{dezyF-S+ncIN$TMyWc7x^(ObV)RAbp6tf2JB$iYWzW6V^d z(*;L3RLehth(0g=^{!*+jpUYiy!&^lXe;TT*y%qdmgD?u2#+O6UX*%$GCc)c%-}j3 zsI3Hf3e~Wus_dwnC92HDUmI?M!HEk0xNNCFR{2>2Sfh{~^>FqsTj=yn{4>i-Qt?V~ z!uQ;$6xm<()B4B_gmil`;H}okj*_;%OIrY-5}@P{e6rz+p}Q(i(_2=dhPJ*|yCpAO zZqX}VY{3KoSWBu=6*R#xkBm87KDpI&u&4&Rk(oauaAXWq7voD^J4*QtJZ}>3KEhpOSMY8ORlEtTi@Fxk^fm(5cDg&Y`s+7}R$tKQ(Os$NQ;wm|q7_34wWGg%8e7n~%r2pQIjVTnY5-*l$qgg%7 z!jgNOqOw%pa#~r3lZ_Y%_6jS+c!<-oF_He~OSw3R*}{i+kx@8j%~Z!2-jTTYYl$Xc zwBhCmp`ntp+=)9KAO{Gn2Brpie@HhKLV;qJ?16)Rn&1){c!Z8}Rl2U6r=eI78^nJo z&INApT1_!ll?A*Hlijnu`$AU`g8fls^0?qcbKNb~BhKZ-M1@-qL%;k@bOAGrz=b~% zt%AWVr}bGTR_kco4JET=Uk+Eb=e9PkAsdnXJ2AnGO&5fc(uJrlNIGj~c>srN4x4z- z5&DISTTfAxQoiYLB`^Ltue1AcjywcY*va})me^ZQyo+W;!pYcan<)kq+Kgq%M*cED z@y^AW&6)y<%iAl0B?D-lTpeTUw4yLfkcOl+zPT3aBJ9U@5&c?d39Coe=`jj zN(}!ZBXNn$SM4O0B)@1{@J^*&MU*~g5B218XKsuziFh)S@LOmBy)uxlNlJ+KU{#~G z=f(}9ca#oPV=q^+ex`qN$6b|u0WJf-zUoWl#*1dO-G@u zn=e-h2sy-dw3rIfya?92jCsg^WSu-?g z^_d{Z){yj5fH?we+h~0oo{w+@Q(V~4oS|f=N*KQhJhM)Y`ysf*J47{NUYUdiIA5c3 zGdTr?%lzgIp^-EK3*X)lO78FPYl=ldhnNf+cUiZI+pB96%DB{mSmC{bVF+lrC1R5NQrWnkeYVH-A*=&CxO|eb_%Mb* zg8yz1{+r}~h6!60*uQ22qxs5Aa0yJSdXjqyhgNy1o<`!gqC9DwZ^QaW3d_q$=FSdk zF`3%|1fV&XbX0+3u9cC%T{?C7zh)7VJzj;rfkJ_-K7z%szwVj6D!X4ll^@epglio1 z{$eXQINy}=-gqwkW7)oRGk{J$Ao^ZMEaUV@q{7?X?(fVFOMN%?Ke`4I0^Y5sixQOG zwe_?{mSo8{Zc#plR6=WF9c+=npu6O0i@;s{mAZ%CG71s085$bU<1XoviYlwu zDX;ZtA`1X(x6>MA(34~RBgPNy18Tc`9>FU*d#__bC=kR+`{s z9qJme2+q?ojN}k^#%>HN@=ZO8lu!;oz;Rn|!1A?u%JB^>(fIK|^?A=IkTh%6d_=bQLS2-(RR>ajSOZabvNtAupz@4 z1>C3qE_!iUVf8eK(g{R%K`s9Hr4)*oxr#73h7*wqvhF|Y%HrncmV-hYmOWmCN4dwP z&y1WPe;+BR`v3OCSl_a9f80kgE0lo-wB+ud9?()y-C#W839^2)wqM#zRUC+SK=nHSPGJY+(}L(+#@StDHMX>08b{@wbzw=mEkx zAKV(Y=5Zf7XeM-Vj1ulw($dlz+CUvel^}3sV7LG55^;my)JejziF?6Zp@>gO@KIP^^|QYIVs8E$oe)R?THF!oGJ^TEV}p_0sL)!P}C7@VvB9F&3i%R zrm({=dmEd_xHx4nGJnnWU%yZuI`%C3ne|&v3i2f$*ph?-*}yvyLU656G&D@kx?l_q zzC}Z`2zuC)KfhXSASbtBzG-M|+t-G5jHF{7s(FIZMjJ=Vs!Wh%uwNgcpN zqvOYaStARN-Da}@(}@EQ70poy13ZKO&kvV%4E=Qp=tJ;-6~Gz(*F)WfL0$g;`q#=E zV&g&8#8l#j3A5#l1`>X*W5 zP1_aoeDq(Z1?|vim`?h`kk+>IWiTyGLU1w3U@ZS zMxEMH%Nd?v4M9!@H0;Da`cr_NG&vw&}tc3Dem!jy9(6jh;&Va zNpkJJY*~0%HI~`ES?M-I^ErrLe`V2XT&{ULzs*5dcp1ClfUd@fF?>@Q)R+{|{n3Nb zH!=$Q`SYh;adGkLzdwoc7!qeGFna(#5evZmXqacXAEdhl5y*M+_#kZqB0;k3yHuSV zH`xB1qsMR631dwytJ_N5_SnGSO>eJyhP0nzr3B?YI*Ql|BvWW?7ZJ(SLilYG(M7pq4RA#cx`0i{oTNcaSeI@P0mD zMQx}ji84bEY5^H1%g(FF2meZz1?Qg3lA*qae4~4@VqJ}6$>`tfp(bZ!bF65Y(drSC zZaPf zjzJ@^^)CzP(G~il8ZQ*CiqdF*zY2$EFM1W@8 z?gdpliwn*!@2s%~xyn>8_leuDMAk*KSzFGKy^@f+w!XWw zmg{QF>>A}$JSp|al4}XdMjVqh!7zmCK6_B!NikU%)odMLM6r0X%eCVVNMDMo-Trhk zflJMw2@~%18Fn>l&KyxDCMC^-P*(#w)~pY7wwv|Qa2O&*7EkK7eAMg{=|1L^Z)HZh zy*l8;RPmfwfD-pt8nD;g+<~6+YzcxxgLP9@=_@AjQdc_dMN55}CN*)++-a{oQhIef zRu!##o!kY3&N&8d7FXT~iY@AwD-zG%#6A@T%|JfgEkaN#)$N=0_tlIHb_LsfwX83D z1YWR+ApVZD>pZsSW6%N^@oP{&zxr~{{rugjfYS#yW%~35mmIt{1YOvL3I=D~@qfgtIN(a))M zq$$Rl-*So8>z+03dDp~Yx$Rp>AF&VKQ>++^KEDQ@k`}*X-6x;7c|t?w=6qIr41u~#50GAhvmqC1})Y3l=NUEWS;)#JIT zTb$54gWymht86zy!I>!}1PW+oyDl^}iC$nSJ0XrwNErUa`hCaOx~Z@D(a?HVfw09= zL)-e+$7g0i%VsHocbC)scD$_@+`3?u?V;$EhI9c?pK=~GE6aX&=@b;*etM32@Xt82 z2O=O*;TV2LXn>{})ZOse=(ibU|&TX77|9l%{)*E9v5qe}U1Peo|H+qC(Cy?MM&z zk%RNE4LF@BjV{;I5?O)hXBH!bt|KKU`+k0cB}S3fn|lrZI*2p+#rR`C%NLauS}wkZ zmOcf;Y*bI`VYEp`3rthCZAzjBUlo3UGk{nrBm&1o`LB=esAF zj@>-8P$^HXhs6Ojl5{Yniw`RMTCC>$f!+3c>>HET-PEI#pvd7HF(_S}XOImA1h&^pi%p46yeuh!HdRKcEmT6rGMrQ>qE9dyD7zk z0tObBzm}fnPKYSekI&z+f@g09#PrSG2`a=j>-HpA`1<+zr8YIYMtbbDZ^{iCkw4gW zu5VVum63jpEWLc+Z8Gq<=?et}Sxe;B5}zsoF-kJxKPd^=9DSmwUU6ad^t&E(;fP}K zCvUWnLtW&rB;_{1W+`2-)kML^lrCSo6qlL#k>Qs+KeiMdJFL7@fE9e}*CV1b=vHh! zG;@$bjmmVxSbD>5TG`1x*)4v+>FRPCr26QQ5)9UI785mZ!Sr|WLnP|9NFOaFXmX*Y z=8j01{Wk;yPZOb8Oh3!l)@JLwSzK>9$~?kpPGDTceWB4X%>#wyqxSBSiC3pwqQ83g zp{I3pCPz+yDtCSAK>K(6uAzH z*&$t>ay-1c7kaL$ZK?B3(S3-$hypF`HZQUwvEjsDcZV07 zGk;E~Pt-fK@wXXT9iAH9;ME)GI$YpeETT7O`u44h2WK@>rWpw=F6-z3D#6{sm8tZB z?cHxB7n-W}ECMYoQV(74#Z)h*v)~P0e4>aq_?q#wUPIXHy^aSfN1)Guc~ZMe!ewtQ z;hNdw$8j#V;>ur}r7Pm{3k%n;)sHC@RBp!Zwms+Y3dJIvV)km1TAdD(k)~!oT>x$< zG$)UXnj0a+WA#xl9V%2wEhOfar5X*6K-Z>Vihyp|{oWMUz;)AxO-0FUJd#S`EzvMK zecJP|@V<9gLxT^0SMbzmXRKIVL^fdC=l=1$G&^%N(-mSrT@%y+pp?JX_B95LOgupM zc|nOX?DB5)H-`LiGHSR~-o25!IH}(4+c=*{4F?&x4kg?#64D4;A6*- zU<8W>xF!ux%pY%66A`ScDclcy<2IAj^=`~`i7} z1LEA9INX}Gu)4VJx!dkW(31Y2(q)}q_8VP6Zg`J`t+71W;3bC$)n=Hr+h(x@!CCSG z5a=bTBo z_l~ahJV(;6;$q0d&E*8g^Cy;Z;3`Gkb@f}_`rS8iW*d1vQ7@!j`YT^!>tT!ZgBH@| z{za3)c7R8n2*;Yxzq0L1p8xs{^5wbkq!JD^Op}YG@a(mEf6c@q3{q`oxr>|j59{rI$mDeW=o`EH>(8gdSsb4J)WP9f3IXb9!a$Ue zch{mV%X)Wz2wZ&KT!tk8-Nikoud|XXbJ36r+8B{tieh-|Cd;CxV)xX1-WOn5bx}n; zfv2mQW}QQpFZf_Kmf_v}QnfVc5pzlb7)8*-t)cOLunWWj9N!R-Fn-^CrOE-WwlBJ2 z@u#;>2I{tYiBryxvd@7chZXGt7wC03Z-ux%Ha6!90KqP*X2q=rN{F>H=v)UKgKevv zfs}nDzMyOQ=~BS9Du&~nemT;aclpcMdh6MKg&uC=3OR&S7W;J3%#ZzdK9e$Lk#DRa z0o!Agv~ZM0YJGOLV)7~I{_Mn=KtmjD??H7t2 zE+)iXse4BcQj?FZ&E;C>N8$>xt0vvBwVMltH8~V?T!vP*XS~J;u}j5(9c(^K%Qxgt z-WUT58QoVItDKgQAqHI)5+0RA+(>HHm9M+TdVg+uCk-f?wK+MqwnPOk_wB*9%C1Ru zYEyPq4{a@=$KFr`O5cN!g;cMJ{|xxe!gUj;E>=sZ z@Tf8$vmrrEX!3z~nB%@e z&q=o}T?v3m{T6Xq;HkqFWrAXa;#>x%T zOJ}Bs9O&64K$wYMj;so){P624W5qz{KEpl#6mMa3Ib24geopTfrQ;?uQ`!%`4KGUi zr7Dz$K=-7x433}LRwf(>io7prQJh=Ch~0v;AOm0;?b`HqLgxfPx}}{A0#Xa(#BOP5 zh-F( zX)UO%X^dPR5a$O_p7t4^xo84r->*B8Jad-z@A0>vTgfZ0Yk{_x`O7;vrY@Hg5O8SO zuNn+lcyKQ(AxaJFkKTPmm-)xf;9{)Y0)jhw0exydhx~k5+sed6FS#@uGVKutooyOx z-yHu<$gTgkd$P=gAFc!K6=SnUzZK|v?tnKPYW7; z2@C|1Tpgdv96BbD0`em*1?Yp~-tW7{iKm=G1}1JRR>ePC2Y8i0l+1v*k3BzWsBYtmcSu@^j?9bcyzKbsA~E{Kgu9EI=@ zpmPu03wBKan|2XMZn+`|++lNm=uDt&M5KT#GpV}P+1dF7*Bt;d?Jb2h^S5f4vT}Y3 zLG)}FrqMYPoB^ZeT!=f!@1lU4>WSCvB3o2La z*=1DRf|Ps`W@(yvglqc1li%3;VgC7}cj`Pb#X($~IMSI{0lXN?I5SZbh>Mn04_EX^ zH{Z)U8(2y9(e18@7muvEf730|FZy}R&Yf}?w0Q~_asQhbcVPVHrR{^C{Zi|<#U>u_ zUF%){{BpU0h|cXiv$wPL*s2(6&MB+D9gEFXE6MSjIC4f>fi>T!(?&M`5s>-V2qa}M z_AL3yqSTHZD!v|-dbn&udvcNcnQV_U2EazeG8(i#Uzm)lX{usK4e$N#vnpm z>c`rQ1GmSJrRf`}&+J;$Z92X|DAG86Nz-N(q}CH>F$~9vU=_R8Ch}rKj&Cl1 zA*MXlr+cP~x2WYMt%k>2!21;dtE$`~^P1{^oSqEA?x@(Iymfj{^j0iNW?PXA8mSts zVdONn&wo(|3Ts4;38u}x-97&CDIF`}vwB68I&5)qZw|;;c#fIzpol445mG;en!M)1 zX%#=rl@1Odpj6fPp6Em4%(;=LV6y@-VNXV4)S8aB3ya}$n3Y!7>uz!Kk73`S?MY5F zae?k4cJ@T_&S$h>kJg)m|Ngxm16p#2y+2?pK{B3N_1Wsyug!9B{(7RyvAJ{(#Zi!> zS<`T(`R(B$?m}a1;KIhd$2$CiWWXId4fnSkJnK5(1mRX5iauHV24HMF4~z_~amJ6R zSL|iOi&uSC)nlc9Fz3f7c?gm09-Lp)AeAl*i}o7haRlw-w5S$<1#{O_+fGdLXZhA2 zb#}L8cIy_rcJQb#NtHh{m~<5Oq5PR^ZcR=}dy7gVoF%P-tI>+-L*Y!Ak_3CRyXofq zBC)+dvK4>{r+zsJgZ>6;I8{tFETES*cKqlOW>f@RHDq*=MMYBZ(00B10=wE1PlVJ+ zxsywEO%ak&d%nr(Bsan!iuI1?p8DpGLAqr2A;vm5BXNslc8dol{frv29%*4j)q8Ep zzy;5~bmV)wRIg-0x*GA+>5a{5{R@C_U^=Cb$j*w~C>$h*km#_rSH}0P6m{7Kd1=P# zAx*1y{pMb-J|WhP9q4R24FY_Do+nY@_&a=5=K33G8AW@fU1(gu$vI03t5y7{J?#!V zc1aN^ZZr$N7k1~V%L+^7?r*Ll$?cQnIqtvfE#Ts~OZOb*`9OeCy>m~h!Hcm{Y zX<59ZWqG$_VT0?w$J{n>R}wE`gUw{Na?cM~#OYn1(%5l3Yqh~qxMnK>LCKF3Y({-J zrB_;N^I@%V>S=yfqB-=!(UUNw`n_e>{cSGIMKmyW zP_@AQ=oBiqJ1E9qK^CgI`2HQxvKLggK4^NMcA%RBrrE5D>!1WbZncCa9py~;dEO}zNOti1$&9-P zTiX30oT2y=(^(R-NAcrUXov zfH^7)?u_L33k4F{_p$P2-6y4z0+tVZ(lXcR&NnP2&h=sj+demum&nVKD~*Rg$@)SQ z1RBlX3rWiByeX27-RLzoXq6~mmtYER+CJ(t5PwV+W?LVmq&aJ;A841re6~yoj3M?I zXUzJhpz(FeLSa3YJbxt3w4S=cSu{D+$63q|6~taB57XY22kI8rKWF3EKrE~+=K(jI zm#8g%qtHNM+d8AsbIji7a4JOekI$byJD|alOK)GnvAcA0X7raKrVxv`<~Cb=&)Dma z1Rvy&v=DFdZ$G^NFQ3+X-RcS_yvf%4Z7G#G&!u;?T^)>GXMzLk;!hNSegbI}gW;Ib z&-QOhe9r_6WaKfCCYT3z!y`v|Pd8 z{l1k!tXz)@kLiD{vn_4KISr;o+ICCUYaU9+_V`~zI(bynI)Z`ypLvQ8gxunMaCmkJ z(`l`LRiI2T-2mh&6&6L6!7b~y%usm!L%?$g*(i(wi* z$Wk%f++D|*y>}A98NDLLIrQ&%^_TOCBE+);Q-=R`SEk#rC24-~W^<-P_5h2HS;}3VK+Gp? zDEvzpUOnWCod88lz$+yQZT8h}&5UNx=_BW&zTB5UmMK@MJdB%1%2`|Nm-zHv&VG<mSoFIz8ZN1a2^z)v*pWj(H;pg?>}4^u25v}JIWg>)>I5VX5h($l#Gzh z?;Ji-^*Y<||6l9o0pIkw)L7ch2LO8kF087U1k38H9tXrDlwv6;F!u7Ba5;i>FOG9(m=!aCazlv`#R=!Gk*b7f>A((>Wx+n>*xx??5P85s{^ZLSA6d>x*W32q zPlqax9E0q>G@_G)UzM&ARvH+*lb!XaaW54W&&DwSJxf}uglA)OeZ~(xS>pR-4d>FY zcN`29Jmo`WnN*rpwB(l04%)j!6B-SHSn#c~-XOZ{jaHfhk&}!e-&jb;5Rcc^(A2qq zeu}`zZgRCz24Dq-Urt)zj|hm#GTNN~0BzN~Tc-7}Ke!Mu0^Kt7(a%ls8?_<2R;F|4 zVJJ|w4CT&g&x~$?ku!~wRo+@p{WbpWowXhkd7jT_FAlJ`p1M$koPU=V!FV+N-vlPy}*4t!sXYF3< zbiD(kdN$Si>d@zmK&Urw93*ARU2~7WJ?mIHGYK4QMXtTBct8Ks5A88KPl~A$_7Mj+ zJC*)EY%_Do4~qzW>pue>6~Cf4&&yiUEq}diM0?hUTUXPiR&QH?D<308jHZX|mdwB7 zQ49rSdwVVNzL#_-Q$Y2M&_M|_aIJC@&;*@)rHW~iZHPPTO*aaxS?6A0(iHb4&doE| z&tC;n@&0EV7^Yf-!=+k+mqucL-W%dKlXy+6R572)RN|hscTSdmZq@jvED*dvau6@gpO9Jl$EOXXguqi#9u~>~djfMgrzy%HxK=0pz%vMz|T@KyGwOCZIza@pH zNUn&T>YF1i+Rq|r$6*epGXpp4nYVOMRe#KbRe4UjkBSaGO)+{DZ-UpvN#DgqP}ef` z<=!`zp%E9YT=tOtdcIJ&2=dhrZ)*4uxN1{D#%Z)zH?d|(e#{Bw@n(`#6%t0rpx4Ck z-!$;G;W1o3r*a}xF6}}dRvuz6*5q|?QaZYRTR1D&(Z1_CEB=bfe1>O79DJyl*%QP#7ne^O9YcnK8tD`AJ!EF+6YV zC?G74=ILrku;Wx4oZm-!N|8JFTG6i2VScgV9@#$q{yAQm%sZLE-6gE+mheqZ6$u-4 zYk>?vd49uzZIQk1DGM}If7w-t6sd(P0ue`VKni_n!>POfPH1rGX;W?QFIw)%GAIsP zLzD|VNXr6vkPjtfg&1?E^?nwexgZ4sHy3jpaw#>747QT1}dM+;!ekg7wkdi z%B&80O=WP)FuMQDI15OHet9;Lg40@Ec5f1;1bnhe;83&25&;?BVkB8VOVD5b9BkEH zk9ns-wN~{Axi@C{)P9l?kL)(L%`PH5^{=6VuzOa_HH9>l5SQdgTmWd}1^qw-N`~0x zyc;Iz&VQA>aocGcz!uL)0F?R$02)eer~3J9b#H%^wuD!|u^vO~(0od8GLUdr6W|87 z7uhH$OO=T1_^PS#L-W|BkyW_niO2z?`75Z`z@Gy~u|W_#!8EM5VEnr7;ADPKz0Ik~ z`AqD-^FcPN*NL>qIxtl-i&-C4Bz!7GZGUyj5T~iRmDgJkSmbaQ*${#PH1W3X(&?hZ z$XZoD{h(!GZ>G~L+Z$MmQP}i>Ho!WWraYQeH$iB*(=;vhGndBpR$7nk1iq z@X4c3!0)24#e?#D-7VLD)5Mf@Q6~%I^k3h_E4p>C3v!cV1V>U64zJ5A)>NiBKAtJ2 zfAm_OoGPWLCQ@nXC7mn<{1YcSz54mnWcK454$k{szite}wIlu#vVGOQ=a*4OO9v@n z7G+9zExUfihfjDoGt2hSh7NSP77Ia8>ylA)#Ss2(#$l{q*NYPs=ezVD`}%6!PrF1i ziuyV~EYwy$J0o^$Td7w5Um)YgOf=8zx2Z^1c@^6!}y0H^bUT6~v@ zK$I&=yDICu$DXQQfrt%lkKp(xe6U&3_KbN~h`FnSY0faZPvEKU&Y`Dk=GBuhD}{Ml zM%hL^gKN@rY$?i5JO{7iWkE3wr$9%|{x|&sy2NE#Z75{F#O+?6YYK|4+Rm=C25Bw8b~C$m1G>} z@gFLV)V$3=x+6~>0u3+@xL-ZSAQ{w%sd=ZoF4^}3crGD)rM zE_$&7U#Fwm*5-~HT-bn&8DZ(}RMrCW5sdt;Vjyx_%}ZMTq*xiDq@evaOjx$OVDPD; zSUO?;1;k}2$Mc9P#4Ckqc6u$R@ zX9!)|074dwzBf*KQ;LLomnYm_^AWL&U8IcFG(=_2{T>o>T({S+Ke`GOMIMeI=){ZH z?#vF>-m!gY*y-5KQw%n^;u@WX7UmZ`u#^Sln~{CC>m#cjHm3O)n7JqL-6GB)yOD=5hz62@hr zE01~$re2e+@aa7v*>~iJN#_1tJpXRLwd)v3N?<;?h z04TAnJ{5hABjcToM`Lk2v(?1Q4Z5r}n+YXWpH3#s_@w?Y{4~fCC|593s4y~m$$#BU$k2TWPfYsp-&}?}hGpE;J^g8WrX*E>H5Y@N?@*}ju zW~H6a#-BpKO>vi;V5GaeIY8dPf_|?h@tL%gI^-M0c-^$IG&5fGD#r1#3r`k2ZM9XG zssc^sb6?*8W>^w2>EQ^G&4Zx=^fOYDMEMtY_My!z=3I%%EfG&ruJ2+Cn z(T)i-BHQ%Ry|yVIxD%56>90J!*S`O0qRB|mfBT`AY)goPKP+dk#{jA{2r4+c z-hRV4o^!6PHw4h^Sj6N|JnC-Y)jj!Smh^E2^!Qo}lnuK2M`Zs1fJV6{WRDpWanYHF z1`~vSH?-+5;U4YB!N0)e6u-y0R(B-xlMul4XctsC>scc&b-(J3?(hL{^y;`;itcZ3{!Hd(f8kh5aP3qJv-?swqu@0qdhrhV z;wd9!5JjKM#bHLsus-kb2;>2obgt?A=l+gQg~-u2>#}|6{RpZ!rP)q;<`$4Q>Da&2 z2Hdc6&;CxqwTYDn9MNK)n-#1TJQk#KlL5~|9L>&5nDV^fsz)q|Matj1axrU{PLnOv ziuRm&tVmm;K%9ncRh6@bDI6qc3P0%?+-j;%9~*f4N2bsI*OHt1{gj~92JvHxB zX=?CAj5=D$yOXCm-qPeziDZ`6+AdV*;C>mmFB9PKKhx-uDseyiEXnNSx6kA)f?146 zOcSaM4Ed?T5UIkUptzqS=DBFA=T=9p^jV+)rES-#Yq0X>x5V)hzb{~3i+klfu2|yQ zF+9j?y0eM3I<;88X*nG71GEwy0R6$5Laf{9gy0>IK(>}6MjDj9OfH`W>3qbyT>7vs zpqK5l%@8NjE~qFEf%%hNi;Yrru30^v)&vBTgB#VE8bcSQfaa?Vh%U#aUmPJcy;Cd3 z;gz}QMOQNDt~D;@Se=Ss?s891cj4@g{@TMGi0}~7I+UD&8J9n5cYE*7Ha1h3f?J~7 zn?jRAkaB=>!sE(A7{{YfVHYYgu(%lTV!1bG&CAe(SOl;)Mg?ujI%BWu8aGJ!Hl}0i zKiq6-Ud}G*nus(`LbU*>znaJy|LWn3NNjzs*3-$eu_FcA%wKoQ@HI0apUDc#FKjz$ zguMr{l!ABWw*?=ZqDq3lTnCr^(VeO#&6~MGHq7+J#Is`yXdCnLt(hv^S5=uIxU1M9o>|5JDBLX1T5=S%H4?J>}$6Cp_ zQ;8B?VVQkcbG(U?c?>ngUO#W=;rJ829>1Gh>x5&C(?FL~7mr}C8X;I?EBwsDwH>eQ zGWuN{#LvF4fOym70@rG{C!X(oEEAMBn73Wzu}L>$t$8Jvkzf@`v!0WT9`k!=(ef}d zThfc0UIRK3!Xwsh zn%`)~=1wKR{!dbN&(|QyLCVXOXZ2$B<{$n23EF#gD8>M#NR~;Y)0j8FHIGcG)$6-^ z7yfj~fX1>s1NC|9r**9BSAS2d+7@eo zadeN0|IY?mY7~0B<+@t7T(r!jKyv9yGp7^ph30e?3<1=y^ z*!cC$@9HNNS+eU1LRtrV^s<9I>+vX*fdcU3TAX-vIL@)*l?Cxi}fKing5&OeZ;&V~vs`X2k=laU@C?~K*tJnv}rw+Lsx0@8!Zou1oAUUH|vO4F^?sb z_O%Fg#3sIQAIPfrA^WV=wRRYf+5iOrJ_)T;SeWZ=*dw5m_HTjO8d*@88zBAq%fzHe zP^$Z_VyLL-`{|b-uZ1rfxuGm7ey(*3h1aDcg88F9M@167Ukwx@CdC2Q($#;5i~R6Y#H%_?Tw z$&}3Y4O7Rf?e3QRC_$T6^y%VKixoFsdNGs0-RY8T<&!Q3YN9`Wk0UD?jDFf-DD~D) zgyd-KivmvEpK_mxDz?`yMHX4|EV{x=YK)g~zV@)~*H!nt(FE*j>i^{~s?WTOpakA5 z>2q6v9bCi{9K#>^f*gWoaJ+9n=elqI;AW{0NVdxSU5j|ucE~HyL1Wu-%Jb;^4yd4F zDjOs&H!)^oUDwRk z^1`k%SIorL(}8-wS)r6<(Crkm_xy(T*@uQ78_I^ALW*0bRI^$)$F^^0n;LpyJf#WE z%|W%*=jtW%nFJls?l>+1w4Bc6r`rU9;;ivz7=eNH@5Qd1Yv93b4ET^`&4)#&bt*%y zf-;*lzU_W78p$iyfRf(6d)flh0z}2l)p3auhMPBNS83PAeeGv#2eaQj%8ALL8N8z4&@$jW z!pKTRf7Z8y_r9Y8JRHd&>PsK{>NhjYBy8lxj|qqr6Bl{iM*snfkK>zJ;TxW)F%P&% z%a4JjL1OM_znv)LvpTd@66O9oo9nWG44$S+>e4*1{!WeYm{(^4x*F}c{v4im&*bGO zfMb5)bmfE)sAI96sDrX$E-5(6e7}+x%!p6U=AEVseaTr6_lK?3FjQ>-Nq897ss%U6 zyGWKJhJz%5&PFL$6>JR4v%}#@RsK^|rn&Rir&Pn@Zn9IQLo-Yru^Z{?268{Wgmtxl z@evQ^gOGP3E^z-ekl8QEiT>~nXahsmGDB&ANXXR$pHrYEwDRmDpUy}6-zHos^BV=a z+y#G~#$!FdK*Eu|tGc49Ggkk5K}d7UOTLvYe_F7rfYicp>RtK!^V^vU=Zv5{lR>PU zUD95BR_plMik)=sV1;V`-1+rnw9IQzcJpn@z^tJGi}2X_mgKmU{iM*JeQ+p1Kj}qe zrLg^#F4q);eHUc$@dwkl_$+wPz)*nkY56vr`v^iE&ce}m`P@*9t zv>ss~9RPX?-QCfj5SKICt2Fz**aK=A?4Q&!T4>X;aW=Tw;2r(ryRn^*9pE!GQP)jc zOjcG>DatIT>i9lKVs)zj4_j{?(DeKEi+@a1L6Qj5Y3Z&3Ls4lM z9a7RT8l+1l1svTa3>=Jdz!<%A^Zh)}^E>Bv&cFWQ#@_e)y07bXy+RwK(fb0Gw}hs^ zD+bKnrf(c>;?HF}C%rm#s^LGeB{vWxwF{2#&MTh;giP+5_sh4@Uw^P|{vKIf!h6H6 zguF3~nUj}hgZQMDDdS7;kQz>Xdd?fVLV_$gjpedy`|v=tJx!Rx004H>XbCOM?k3id zVdXKEY-oSN&hvBxU)kwYk72|KHR<3#|+rs&aL%bR^oSRZyHxQ70TGsV?;w7Ff!L%+v?ar@^&xYo$!S zih@UR_!Aa@XVn_3yn-7i9!s!lY-v&F9lPgz{XJ?`v-$MN^7O^dfzmi&SPWuH*|@lF zG&D4%^T2QBCQT;BUPu0bTn!%B(85dv6r$HIG$$Nbmgp?h^+T#39jkj}oM{j7 zjij{^K#=~-Eju@Uw$#mvx}HL1G%XH*RFycR^782vf$zOU=rUT4uN2#9_rXchUx1#})jwf?m+Td&6fc4bX|y@sXwUay zJ$PBGS+5EV!?Sw(dCjF3?T}<~Wqr?62re+&=rdi5S29LSW}wmYNCi{tr?g%@{E_b7 z59U0KhL--L&HDojp>v%Bz!$y3eNDsv_kwb277@nCaYEoi-cWB7q z;XjvX>J?eGJIS%tw-1xumaGaYY#v3(7V@Q3pWUPg;Vp8JPy6c|O zt)lI&u@X}GhW|Hp&nv32`XPp$h~G2k*K1$~JKQ2FQ~OX2Y*+%qK`ZvFBcMJ{6ds}7 z(g@(RO{p8S6wp5>`0{{GAmbJ{ItlqIFUC)%sbS%R>ULS4WdbYyd=6}C^2s*s=E-Ao zN=fpRM;`u*^dcZ!a^WzhNqU5E@=`F$*lyQ)Qx!} zY+<$H#zkj9ZDAtahvrU8nrL|BcE>m$KuSdZUNqY!hJpMRH2Uk=WNDcc=uGovGz?a6 zEOj5C@|9Dv+c-p-BJ^s~XL#X`@1Lbuckf>AgMjP+QW&s1zut4B7+tZuD!!@OTNxS& z@c>K!af`P}E<+W))#W$8D}}=Zo4ggkzJJ*@008<_v2BR@KwbQ0_)CZO>tla!>SVTy z>WDA8VY7)9Zk(vT*J1XLVKn6qhiS&h=2CY+37hG4Zt(J)ElXMwGUmSci2w9^*R~d2 z>N=@OdxMf3-p`zWLf&09#C8-eM_N<+66dxK?A`r%Byk;7M+<|4ubPF>#?7^7PV{Z! zp=}+Av|#$th7+A(FP9RX#4YEWYCPgeQANJ+ssDi27x`5mI~oer=@@zav6RTBA&(9f zno$J%jHL33brvVEb?j~s`@DD55>XO1=IvBaV!t|xsM2d6aJtbnepBd*e$I*EBWG=o{*s+rMuu zS%ZAx$b}Sj>*y-;`DUM^Kc$ckwM&$8SA@zoWIlg6sQkha%1jca_?6cT@T%07tC=Lc zD^y|v4OzY31s>!Q-i}QX=gOrA*W~KE2Q~L7qa#whe z-Pv9Nbg?pv3rqY@thMlAu(#zWa|Nee+zMIUG}>BsO4+X-gVFPR!+uM9yW>4F5}OUZ z5nh$~Dzcy1T=@rP^vWp-wjO@D&rJ^O7yUdW9Xiwe$ypQ`*TbuW*GK~lRvnk*x*C-b z7j5Fpc^MEnf+@%stqk0|nYz@u(6yB*%ZoB8k6aedpk^NPy8u#tO=X=D4$gIwjupt%vRh419tqPu2ImV)tuy~rh$&%6hy(0A-Hx6ScE`Dd4g{-PH%_^vJYww zNCsgf4|tm!rz?jOJ4^th_d|oW3rO4+1`Co|Z??ZZ4RZ(gS1`y3;fD@q4B(9_3})@? z&1H?aYbE)~1^b!3eQrikml8^eZW3_3qd*S7cjKYMl_CTA)NcVx1$S`#%#+trND6pC zKzkf36`BMcsmZ!AtyWLW-yVbOfC8UVBWS2#>?4rcI*Guc% zyAaF>;d$>%rlzJxgh)p5yE$@*ai3HC1a8`{e67hlR@d0)3UAv9zp)=qhVdSff|4>@ zz;#((0vN;mx?wkCy_$2hU>X3w%r@VuB-}Xj5`?}RE?bs(T7azN96G7tPA{vYa=hzi z6XMtS9NbcW_3!dLlA_`AipP{~lPK7NHrqa%3nup>SsYAZOisl;wMg+Y&tq^}1y>yx zq-vwuJs@%Mb+vZ8pK%v+#nGEb`-uTzahP4aMKkCX@-Y`<{abVPE z5|J69NV{Sd`|G+zVg5s?j6;moBftjNO0I=^3@C)hb)IBOuksa z062r3*e1qLzk+}8ISdTkjuWRW-Z2^K*3|!H4DeBX!Z&WoxDY?>A>#tLaXpdKFMi+c ziG5t3B$F#(B*Z?f)dzGZ48ul~C-wyy4id zJAu{q8CW+)u$t+v^nDzZ8WTNqYYCe^`oU*wf*A5@ZOMZyVGcP+>O{^q?%M3hFVDuv zqvc?e@<4&vwkl5^RFDBvko#j_=MwcKZdq_ou8qmg%1OoE>85%jbqeVteo> zc}d2@G3(9JWryXhN5~wx3?!-id1MQ7^-&3BLj&s)1`%+=c9oo|gbg1q>3;;OHJ|i} zAE9YstUGx0`igHnEN7G@kB1YlSY)F3Q04Qe9wz>%z+z|lXQL!nOk>fg`U4Gn3rfeo_`|vKtfsNT`s=x>;ZmpC9I;*WyK_P0jR~{`3 zOXn<>GDyIn+cD^Al^}O~tf#t@tB!d*T41ER{3J#EgHWj!Nj<*H1I@<^-k!thVgt>- z9I`<~*E}Q&Jb!wg35qAx3sHRkKP^v37XLKz0Y{2Q$9Q2W4D7>Ki4qM1qeif!F+iOS@jSXb9- zxwXA{3F zb+ZoL@>z_OZXAXFTI7}*& zHju*U^fE8}h`1*@6$61=tdy#N{l57si(mYaz}zLvMR-glp_oul1yV58Edz5fq3cLv z7%RHu%^V{!&cAI$3EL~(RlPr7z_r7RTwf4c!yxM%BFlK-x&86i&E@^$B|r_s?QQjqqJMH-5VZi75hs-clqSXiy{_^{EzCV3%rWDud;0Y zeiT3EeOGOh0venjKt(;$8bYP14KBX!0{Hbc(zEPx8CU-pro!QMIh2}P1e4P+>5o+p zj+Q<4Ve^62pIj|^kr^eF6B#9CE&40d5BLag6Xr`~5jqW56_;U;CS)2U74Nae7%NgX zzn`pPL*zx|3#ZLHol9f#5hvJ#~ZUfe_MdnhCOIB zCM20}88K=TNuTm3HCcn00IQr$iw}rQP40?R_US*Es4wEo)OWNGt8j(L8g!|1_-$0m zQAqGy<3$~|x{-UUfm>zv+qByrmG%}Sr?I&&P zisL=eS-5sr;qfMQgQSoc74``7@X11Hp&>(leU~cd@%da*+lfp z0`YVKPf!yB29p1o4T2_Ps(()EGJR^KJ(}V$fxxCcw^V?B*K!0pT{_+m6X2y%>&TLu#eW7UL@mOx% zG725eQP?%Oj`bGOxdis-(pa#MjM@xd80mBWqgB>bvbRu7I4nUKD7?qc>aF6cy-09z zFnhiqwf+i8eCO03z$}v8oWa{d@1jRapvC@o7FpqEgOA`yo;yXdt7;xqtNr zmh?K%Yvj|Zl`n4QI$;TPsech6T9H}w!Uk<{wc=ZmyBW9_2V+g%d@z^z_y_Ho(6S4o00o zj_D6DQAY-_CNl9_#vn$R-j;NOGVvX`ljgQ#jJIVq@}~Ii7Ec&+fGHU3 zrB*CfKi?7I$K@MFi%FemWk5r0um{xoxUT&G4YJhj)v|`+J~_BG2p-l;JB@ez_AE5> zQX}Sj_J(OsNr*a`vbIiP?>Fp;E?&CY>4Cp~+rlV>SiGI+OQ!=aShcB!7H{(zs5k*l z^VEYtERhHVN zBk!vX5*OIv$QU29dk;5{vKq@mnxnH+MGq_%o_{QI^K}n2jFZgKHN;unDg*bT#Q`9s zN}uXS09jDBrK>&Q4QiwZw~zTW$`fbV;XEvdJvaT5>2iH>y^=}uIwSihTIq;k`Vm}9 z$Ff9mhFyyxQ2s$#|5>Kvrqn&RkQBV+^Lm;65r!#nM*g^`e>R$!kGUBpK7s@ed2*Sg!vUdnm|^KOVM6;bEe~_xviDEY z7-d^XTCes|%j+C&Ap3dwP}o66sE^N-fd=ddLGWo{#sfIrZQZ{Swif=>P8>D7RB^sO zX=otDZb!1hEBFeqN)ke0o9CI}(KkZ$Khmfbn2^b1vr7;}5WA&$f9)+*oT|Xrd1}jxW`~%zYg-`8}Azo?Gmu(xE0}BxIF)h2?me->}~GDj4rNTSopL`?U&-v50)!=5i=*ecj0Ru!&7-EvGwP5Ibn=$ z`*Q_cuUxPawlmxOUk+@b|8CZ}T_qCI6uzIFe)wxM{`8KnQ+H7IQ{Zu6oE{uksl#Y( zcdIo&svzr;So*uERM1pMV>me{DaJz2&(Q$l*SsbWf-7bGUSk^5(=jl=iKNwDS?9POjzy*Qj>C8)SS72$t)U2(biQ-N6ef)*sT3$PwCkk@U7p z6xpcoR?Vt3@>woGS!LLUiUcjm8O@2){5Q43{SGKMQj#2CHEh_RQy$Dx+VA^9kS9|L zm`v!eQZ%RU3ATt0f)VQ6rw#dC^lrCSPGPB8hqBil=vA8Xj4>)44+>6Me5>^xCnxlK zntxlDZ&NG6#&=7DY_Lh2&Fzs8;|;H(?3b%tUrp;0edh>rJA6$&;Kzz57Aj=JuGXtd8W=V!+i0=xhbM|e zA@|pBSm2GUKqWi$Wj=l=Cx(m+<-w-6Qo5CLP%ua(jNyS`VTc zs}Cs3=HEU)EAj?i`={&Tj&>);?X>|{xOYE{NzUig+AhFz4=QPZ4oR&;&Es*PHe3Go z!Ke;wFP;@957MdIqu<)c-z}rFxeIY9VQSL}?cn@=tsgyM--k@xBfOZo6aA^ZGVyeG?Fhy+zDOf3=kk;|R*~GAfFf z1Jm0C{zkpO7U^HB0}zrq}azBeR4&SyWjFj z*kQX^6jb8cYu)WD|GAgRD3LZ(xPttsc;dm)Ald&%;ta_Q)TAF<;3P|q3f0;N))$}r zP#F*5Aho>nQ?a8X>DLSTD-VUBCAjJy*Ok8AvjE@ii!@_C7~;rQ>6}5GaFSSvFU z>HMjB`hWz7xPX`Dse_F+a~3nSzhpyIo+ub7Mbem=#n0a4yH05yPpkf&+xXHAG4B@_ zu8_RCeCNs)msfYRw3-9X1_&u`zx$u|+`rU+GtA<6Vle~Q3>4{F6H6LTmz@N&oc zAaGOLEyi=zqm3HcgoI+N4k#=h&2n7HG3a&a{nOSt-s|OlX_TgfCq)`JBGYeY;uV(p zp+F$At?`FSn!VUZa#xuiu{uoN6O)(vr}?+ytYLjG75p~3moSr466o?7xnAT(yvkht z{Del7rbCv9TT!oGwp~xlb4A?l9Vk4o06jyqRN&$tZwt@~LpvrLgh&#p!=?ke^uVT; zZ7b{5$D6cKdXSHg$$pLm+i_Cm(^>tY?%;I(aa&a2o{hdxZeGXzmvqL6hc5|INZwBl zG7*j7;kwrM(?8T*Emq1sqmORAGvX-gcTz&++A|5 zvM=Ac`r+U(u90Q#l_bTL?zpBWo=m5&)Ka)PfUu4DytbM*G&8;X54vSG*nKOVdm_F1 zm&X-_Xj{i{WnzYhg-$`;PsWB&5ocSrKYxff^|iOx+Qg;QLNXIb&O$!UNvUt>6`x^Y zbEwj@+&l)88KHlU8P-Q%H`UJnv5TC{L5Xi~&;_e>3Ri8n z_r^X-6WLbooujr$EdS(bo%14}DI=Y}%z78gh2fbn)9hSN*8NKxl|E`(vOkF__~pI+|Mnn+{#wWfZp zMV#_ye&5E^ZUmzX0g0E0*_f_q)(N|ubhQBIzavVchNO!a?h&Am=puAlh!fq1BfiqS z)o&Q#_d_^#+!l&jMH z6;48=IYm?6lM_xZhF(!yl$Y`>m@t*e58#ogG!(2getw4QG{SD?pq>`C=@nTwhYk4C zPHBh2g3?h!ADawLdL(0w<$Y}vi)8KPu`LBut5u?Lnlt+QC^bcV`3i^i=h?oIN; z^VsT7dRhn1Bqt#^WjMy?$B%$_8eh5p9FUsN(tWmz*5@PLUb!W6^nC(fqMlw#c<3sT z+2|}^%6r#N+h5EN*0dEH&;%^Jt^})Ye`^jTcAcD<6dk3w7~qSVIuY^c(0mPiY5@{P zr1fMty{3}n1SLl>$jQ;~RVnK27t)*UK-YU~8r{z?sf?Hv4(#rDN5 zuBMFBZ)|s z&)Z{tqGIK5lbBcRwUYVgwQ@nxey=5|oi>}*HW#L%FGrNFOp5-`qrNP9)ndP!3e#6n zxJvvR)o24w*;QSq*|LAMYF?G9Wz>4+VJ3@6sr4G29?#F?O&%2*<)P?R8Z$ihlkdQ? zyAdbj+!MTuZ%#eIBAbGmqR_r)$kIi;r}DAos-La@@rrjz95m7 z2dL6bKu@}jbN4$AKrrWA@C?7^KbQQyfQxJhCZE{6)!#;uY9^KE(IiF*J!(>EKnE$I zf2sWaI=GMT#Sfvfn5vA#oa7$IR&%AGyF<3_LSJf2N!|tb^hsbrMbks|Ip49_{X-3u zwH#`rqs$zL@N2)->$o#DSjQACZgS|DD!8!6h6m*APRyY^@tinw#d%-!Air1A-P(+x zRHRT)&K*(y4t~k2>g^FHqEEW5IXVXfYg)O)?fKd5t=yFy%M(|ouQ7cPDzBr4zO7<= zK~Al`uE}y3lD(v9>IM1k4j8@UJwK~jdg*(XFyDTv=v5Fn{i?jQ5M7DwE-%l)PY#` zoia%(!=7ECrl}l=2_oN@h{(-0S)+d&a}V-qw4nM|O^>7yiQB$J(CDQ&^$D%_#S^J6 zWrys;7dPvRd!(N^|=A;V_8xi;LF=`$TNtc6u7Z)X%$^6`f2??0o9NW1|;ZwlF z(2*ae*MWf`&mu=4wB^QaC4FuqS#|1gSZd{0!nwtUT6Z1rJ2daSHuh?*i~+hS*gsuR z*&no=lE_|?#n#M>&1;*fTat4trO4C&8A3ntd0Eu`PB2Wtz3w1}Y22DeyV&>B?qu;6 z8MKo4GJV@bi(pYC!a;t?NlMv^I^{_v*gZ{0K~2?%1Yk|e7iQMNyPY)#oTo*P5)aht zLo?FWvK)5K>aR^)Fulf17rJ^NB28YylsO-kX*G#X_vzfL^z{u??tJuf z!Ij4}Z%>FhMJkie-E(1)YHl_;%gz& za-~G#udl!6@I4rNgWJ$ZaxzZW8%i+sj~gEJGd#@~Kq_nE6c$I0@>kyYC-TL8@{&I^ zYH-{yT&2}lbwqKYELa*=efs+X?p*1%d{{yH`k?14avLN0Q6VKDG=eRinI14p|7{1T znoh-$lBW-1Z^-2w8D`zhCQGudJpAjMT#d1w)WSVf6-vkvP!P#W3fs%w-TyPEpUEKN zJstFE-+Gkqz>PtqL7$vFfysO44j>797t;EAo89_e_&h+PHiPK1jwtz>tUtX=S9{M^v^ir;;> zVWDoDifdG)(z*uu3lIkOZ%t9cNuB#+$7>S8GY8fOS}l%QCFhSt_A~TCWygBrCpDYy z^bw#4yd^JoEi>-|mP{0>KKZ*dLU=eN-jqC*YkqKteZ9y2lwFQaCa*xqeC$2V?WWSU zX<5wnt`lw-1EV*Yrwd#5k9j28piT%8nR358gZQN_%-be=^gYS>pkLKPbIheYZ#PNp zhjEkgseyI#Fq5#$+O$4{SPPk5U;Z1@p=;V_;iFy?S!=yEbLh8~)2%iJ$2FtC@1@Mt z__$H?q{o`W>g?Wp|Jf}`$ia;$p{>qO++s~kxUBOD=+CnN%Bj;s_ccCWZGa^2_ zn7@vW$zlsFB;ALuhK*d^eX4-GC!Tu;QtaEE-m15zz1lsMC2&YM5`0{5~ax$tJ5r2xVSbO!@c7WQ)znrtZ5+yY8HU>?`f71w7W5tkB#{5RX zu`x#$vBGA(Q_<)yF+a<9JC2`tF_Y=DqhGJ@QN{ruij>gB!U1{BNE#zwqq<}lk|@;R z*-Lrn5U-?I?K_VyNnRq4k^q&Sd(0~m@;0;I{>*{ ztuK0u#5)J}bC}=sCi2#on0M`qkCA`ZGA)m%!)JHWOXt!Zf3G{4Vj z!Y$0_MKBi`u9!P$dQz1>Y;I~WcC6P(tdkc%pyN{A)*!2LJ7UfBSq5HNM;U#d;CFDd z7ZIUO5*I~FgE7Mr8zi4!E?lSWsA#p-OhVtwQM}VT*5bI#NetSd&D{w9@rTXn%OCs2 zCr&|FtwVO2NNuuxGju|&{0E|*d26ErOr?}iH|cj^R5Nb|xrzC`wy9?zq(0X%x26*n z@ZNrGb>s0JXle39>lP){Y5S6m(9Lh@fCgv?2JiN9lEOg2TU!0dT*2+ zN{5FV;H$VLDqmxK#b*3wz4M;%r-rjH&+73phKIpR*W*Hfo4dBBEvZg?^E(^;ES{N% zRMdCIONGaOLm(`0ZVZ`kS2bQ|+77{rci+l( zrrJU~)~jsEDU`q~T+}rp{g~^d2L9S8AWISYg15{d_|qpf7AvLod^Hazf6R`XG+vl=^f`db)Q=gPi+>R41 zuggSG%%cAwR>zY7g|1AnHIUYs`4prqD482#!a zBGN6xYxMA`$$1QRz z4bjiW|E%C8VNwK`245NH*jL9sw61NPis5&|fX&E5I$mw_RNHqvoJ^4_!N%Q-0!@3G zd~zc!CD3Qo)t;v$`Ss6ur2g8D3s;uy$&8w~I_P*``k$6?E(YlcCz9}`wv9HH_1|ue z9aC$OR95Tb?amGP__CX>4An3qt1WZ7fFVP>Z+b)@#>s)zvUbFpu8R^XWtNM8sw`Gi-8b5&1rkPH@X40h48jAe;6 z-xpn{>_7Uye^93;AMi0!DEM=VeAz9Ve|nGEqLK4%G|<3ZFWMQ)5{}Z|>4P1OlWSOG zwxQUW?nCjpx)wLkVhj{uTT%FoMFH=h`&T+Jr%8>vG5XqSc11>>wgQPs(&+Y+%+)&= zbVmM1JPU9481gMLjUx&j`lF&b0J* z^bfEYq%VjoW!`~ez10|>bZb2_tC|jr`BP;fo%%D)L&L-4Ca5kQB`*?L3XH>;Wz0Pd z?f9)l%T?s1qr|p`yNcR=oxC&-XI^EHrZ`Hw9j2E$4m7ZT&;4Leb!^q=R-ApnpDM|Q$<`*jr$Wq$1>*Qdl4y1%BV8eC zQqoM>{UK4T2VrVeBAnUAFfpU|+r{I7%KBB&4M?S;uwmX}O%se$vNu3W(7p}XN)ULm z0JZE}cyl)2z32SE&8i$VOtmBj-)-pQP=~ozH~RQATOI`6E4T2!SMA0;D9kreW-`>L zxHGR!l3kg*st@t&^2Z+U1JiZBDT5{k=3-aFEXP)MmX`Re**BJq3eWwv0zl=olhQS_ z9Z!m`BI;|OrC|S*?rJWP{?A>&uPhInUST+<-Nu~$!`nDkFuA$V!GX+3SWOd8a_9Y$ z-hKDYTI+%t{yntF+$oqVV8T2Pf@2fjX&4LD(|UHpuFq^#rB0=7+_~~9J$Y*$b|hK| zzm`yHB4xYAtaa&I{=oG*@RBo&>g1Bl{%LnYm!>Za?ew3JQ3*gl2v@g7u3($Ja!nDA z79q31&XPPlyxZ&p7issQzwMJU{A3(3&Kz?tqO0vqK{61@*MiN|^Ts(LVX7I>k2QIk zdm~s*$0fj;t31D7~wwvoE-qXKrB%|MM#JjeUywCNLnIAWwy&*fsP$AuQWe2g;rh_@H)GldFMucDW zqtvgvZ;9eRN;Z^2pW3o??eE^g@ZTV z)aIuX&Joo<=_YX{woNu8P-#9k?}7PKhjm>osgj!R7(a~NOj~dX8?I4KS=Z|B`aK+4 zx+7jdctEjZlWs{P%5`_AYEvm$^L7^9g!tEMaf=T{yYHggA;d^Q5@Ri4wY)|OPViB} z9*!}H{af9>qR{VWaj5wl{1Rnag5NMRY@~o-kVKmUb*tE2PIpgb9!0o<1k&@J(<-_KX*BREq$1S z@s%MlYf`ev*2Abs^VDIH4%Fr*5!6Rmq%?q8sM2S~U)?D(Mfbvn5J*U_KRJ z?PB%cNUjfO7TumwEBQ7XxCom}zxgR4!ylui|7ZMhmw3a10~^Y$*6&_sp_{d~ITKIO zwgBRA28_1nt%a}F$?Z(QefQx(?oI^ltR**YZtqoitiw30&z|UPFqgYM@AXfSxZPjq zEjKswX?;G^n&)RUdYtEVMhBvqx0-e)sySS^io{H1O)GuX*h*4j%3Z$PB=ZprU<;%V2d z4A26v+5Ns^6rR}UR1?| z<`~Jt^{mHRYHqnMP3{ZK?&Zm4#EcAT=)TEFT~Th zSH0IVohwtfZoj)rsuIQs{_8&))Z+=NIx7;iGh9#&VHImU#v-IQ`^QjnHr=w$A{#Dt zb9v1_X;L$;WWt;p>YbQ#?tQ7Y!TbEFbuhc4CSp==%!8WeHtAy6FYE5*7`86TC}-wRgru>)c0B*$I-zlz5|7&C|PC`?s|aa=0KZ0w40My*~OW~GFe?R3yi%yeyRJqb_t zBkVNbM@gFVvQ|I@!Ic@{Q8s#dB9zS3H+3WP9c&wvP^J&MW3@i)N-8@y)Du%)V;0cp z7By@Nz2DG%{xve3`O-#JGl_ys4yZ2BMuoD0-;uz}N?3ds7)pO^JuI@F4Zm_l4Sm|2 zd4KnBDzE4x8E+OKPr0dY$B;G&}L@#!HTtqzar$R{($sK-_hs@s6p5jK@U`~&>`~(59#-KR|UGZ-~E3^K-O|sxs@uQd?-@TVvH)V=$tp zV%qJ2*v}&+AtlF$EhuRFy7&=Wj@ez5r-+gX27vA7Kz>-}H&FBJOC40R`GmpA|ZV`BsMP7%tIZtp{9;=-3LyL?N3GPm9K%HxBo8M^TmfW0n}{a+2q{B7vN z;Xw&^tAa*nBEn^;F6#Kqtz)y9TpaPMdo5h9<{vI-+@}WLGx~CeCMgb^L{nvc|H{2b z(OK-f`!^?CvprIwACeqQM%6~$kTh%avaR{ToruuAACFw^pZm>|A|bgv(!aStqFUo)|plqWfTOz1e7;zV~uU zLzGmYn#d?H%6H=OotTZxdfrD~tA&{C{dFm*>p&#z z>Z+ngK9rjsjXSLxQjYT{ryX9&?fu)A@2WjdqaIL6Y1jL($b4tvcGG5NMeeF7WTwAn zUH4T$7Nx%2ye6il$#9%yMZ_q+Y&(>?F@{skB}~;1XfcO{^_9mXd3r0gbAx-ZX>KYHdP=-WL$5&ProZdD@A&!Db6^GqE!(>3XGj|DcRTvqzKJ)TX_9*- zS(Y!X{&08Pd=8|wpaJ+7>DD;84Nk=UmF4rFlU@2K>mG<%yv^(2lJ4q1J?>N(ez@%n zbnNNJ1xNNQLfXm`BhS_P?GvbnXI4Pv{Qh|uiZwMF)+`jqae#YJvQ$*Jq!%kQR>%;+ z>8LhfWlz-AcH~9>O<|amFMlPhZr7KM``lPmwVxQvNwD6eD{+j?7Z1*JH%Ds#Qdwv7 zKE4)ce6KbwFF$f{fy^j&oa}S=k7W?%R)U9v7u;=1bxrh6 z=J6%Sr9_FC%`Lakwh(42pNr{Ue%AraO4^J>S&o~gXbSah1h&6=m71Mt6&^pQTX!Km zEJI^kpYlzyTk5jhk@LW-4T;1M(xd@eyKTvH!{!2X>JrD(^W|o&`702V277zMxT-;N zFpk0feD)qsR2!e5k6Gbg&%LRZ)cnbnc;JY-ot|2TcSA`?7L!XCAEz^lb-(t4d;`9+ z!0jJ>K~%q1*M}2+?VP&jx^wfAJUqINN)>O-$sGP_|H1a4zrU5_rwrRuYcFql z(Y@hBICAKaoQGuMZ7NjBapap9V6p;SOfuj$G?0N1`Kt!DU)vFA^7SX5z}P-H zXgf3?&k57Hh?CgZylv%x7|ze)jB*)a*X8JT_99_wzny>ty`vw+p0f*p{uj! za8e5o=ud2G_x1U(x6JIJLfuHRmIi@pOt4a{+%0Nd;T@~7sn5v!S`;oI1H1J9>KEeL zfDuitQiqEE>D{s9lSn3}B^%%VLE~?$Bk`n5({(=B2h3 z(D$6FM)aSzKqJ?ur@;_<>ahlShys=He3gF23Rf!7`xFo$j>0 z-`H;IA6?Vrp~pY#b{D5_?F1|vu_I=&y3zHM~P?;dCaW?Sb7 z&A$yKB$(av?5o7xk=mffn+Y{R&1b#i0kYHIg`GiO89EL^^8b9C=il2#q*pU_1B-ZS z*{8c#t30>!AU9EYG&HqI{C~0a)p1d7UE4?DC@9iOGYkwMNP{$tl0$b$igdU1U?ANf zAtfzHNJ)dzjWh^?bjQ#!;I~K5dEV!HfA2r%=O2f;XZGIr+G}0cwXXH6uNVg#e3Mp5 z4g>o~=kpXv4O2pj4(H=nlP;%zY0=dJlxrY&{e8wk(m#A56)VCyB|r(_b3MmFs_EUw zM(*mR6Zwz83s5)WjNdD2-#YUOC+Vzb;rSKeO=XASmV5z_!Tqj^SdiBN_mRGwcfM=Y zYQ)A$9cHbc%Uq-JS9kP+PBrj*zhu!&o5~(Y78_~pr1?J+81NizfbTp$&#czUzOONd zeaQb322KtAX53#@r?f-e> zzGOn8BOZYk6rA7qAg5|u6r33NSU@oGZKt!k3kzg@ZKQD9@ggu#prj;nA^)b3e=Ti$ zB%fGCA{@N_`AtnmbMRz)plSd0g%#Pi_;x`yjji}CfRJ?m-0EOJ0ANo+c~|+&=;A)o z0dz^tVTLNrM1i47Z{EBi=d&VgS9xI)no(stu@P7k45@%Bqef2lbWjXOVC;`SSG$U{ zGdIZ6QvbitO(TN$-a_^|g%La#pJYKXID1YzQaCt28zY#GCuvvdTws2F&}^bLv`gWD z8t&k9mq(}SpNmodIJ+6h7+K)N$&3qVENEwSd}4eGA9|_7nDQ@rWYbx{qs>_>PAVa) z0(t4}$GI^}xI19lGU5(g+C0Ebw#bo?+kg1;HNnO)Nw&vgq{z;f>?rZVsIqtOD1TgK zovJY_Q~+?0&|~Qfm`EqAt_*a)pNqv%tyau4?J6!f2^@ysOHNHZ$>@<_@@(a446}}( z7CK4tv1kZHMkF(`dmtDRcmiGMY%qB%19oLK+Jy%+QG4W4FV|gcRSYhq`|N!6XudGS zqZTBbJ0Guhn{l5o#Dm|OVx9xORj9OG-P|TJTl?cE+XMW*H%tOQC^LbI!XMt@_tIo>FkRhT-mm$ zBunmZn;tOFh8Nu5ajnf9?C!!Bm++Xemj%?(e+EGIjT-K^d3;6<=MLMW^5b@BuGGsKt z)PVB)uwb0b*F2?^J_?q@T_zJW>*bJ$$qv>OWY|eTMP;Hub~U5ezzqK`jrNrpleb7WAGGnh~? zemj8Nvi4_hA1Roa>nXGd5i@Edr)^;S~FIM2^Js=bypA>E~Q%Iy2+0z5JOOgCA5{1HBfU__Z=e zW>^D7lHi!ogC2L#{<@Kc9{4-uYVC}=caK#HjWC@f4FI%Wk-KC<;%@wI!a3`a_VGtA zqp2pp`dM+AlYscr_=;449DBx953esAE?V9fT@Od8Iew&^e8!v$-3Ja)!5Qz&@Ca~+ zUf_*@C@bQW)yP(@q5x)TZ{Q0 zpYW?I)A!=D`^g*MUoJ2;?q#HJRzc?Tedtg39R8M&QbiyT(WXGvyn(tAH-C>F89t+r zTcCE1n@=6Le^|T`cQbi2KhD|atB2Yrab?U{XcJ|_AJc}TSVSxjSa@rXdm6)1=W;}) z_vMv&z5Zh8Y?yg~=<?oQPnYe9}hBYtnmJu zTF8BSo&@Hu<)5VsouUIvD~~x&U9w{H!BlI9QI)Q^xVR&7EsD}}R40U& z%_MT}E%&dF+Qq|n6l&FCcPfd8t28LzSq$88RjkT)KN{oeeB7JlN)gI%$Blx7^SZi& z!;;J>q~p;E>Hfu%$2-HS2z|5CgaSOFeawYUP?WZJ?(w%(8k>y+xjJe z$#V0sfnI25LFzPYs)D*%{a4ZEUghl5Nd33jslS$In9T3rAy0lOpRWBb#I863e}QJD zYQip6ZqX1{%J(gYn|W1~sA)JZVBQ#dAx$~tVw7O|h|+Pm=HB{9+{ycu#+1_bC>AhAL7+XH`czixSji$Deei~Fxr@Aum^c?Eg{O5Iw?}z7N0Y=D#4m-s z2$xNuC8Ou=%U>E+jlJ<#D}_4k@Q3(vIR%9gbH*RSxt4)$V~No`q#@Ajh=9QG6LX=u zz$cNz8uDh@Ggk6b-Ols^WiBy%R7rl)=%fjFEq64PRIPJ#zMIPc$yw|9C=%g?s73e@ zKY^BaigGZ*24BW!QkS~S^q?LbMJ=yUS_p+&#g`MWGwiETQV%;t2L{01)Ce?-CX9uu zyB`8yQ0ttKwS>*GhdB)tjU+o4630;puUd|7?x*~--uvffjWVZTFs*lv32SHdjJ`tY z-$KTr4biSSqIQH(QO8+P-_!Y^BwkDWRveb7DDiWIf}2+o9YNXB?30p*<;GGuAvn=K zc0^o1SdiG8XVM$_qZ$RJ>W*S*Dx!V_*|sL^#wQ1Xsk`RQXT3*p3;A~<5H!WJ1R)ad z-1~G)S=94o>Fr)LkiEK+q$jGct1PCrsT*^_hr#F9>wg$KUe+6chG!_(>wz;6pqwh>y4V~V(lBNDTFpP*Z=*j9tRG)m=Y;{s*`P^GJf4#!(b zCCz1i7T}mRNGYQ!$7cx47d(ox(^--%-Xws~+|(CHf`WhrHD?rf;Bq~dCq67D$-4GK zSDaz(7sM{aT2St_0qjQh!=)^aMUUL@oFX&oYPZe!ou9<&fi6P=othQY(}D3p@!9cF z@p18q?s%03Y|HdhI+RH(M=Hotv_q|0v}@4RrBP0i=;QePSQk@2mpc{W-Oel#_iB}s zI&%XKt>St32JOpJ*>9s;R|npp||q)~q|op1$!g z`=V9UqpQgY?s&)#Fifj~@bOp%rfJVimYZdgQchBIOpJFv7iq%6?|2;Jsc%}xz}b7> zFz|?vl^fibDI$C@EQjKS;hA6sGH5rsx?iU^|8XJ%wbAqsh*FW#)257NmR;Kp)>XCk z)%NpthXKnzJV?rmQMQzW3W7I<+mtVtSWTglXgu|~p8CCy5ig}qsiv|RcrqE+AF(A+1t z3?^_j{NkCQWRE0pyw8&Dk>}WPSu}sX%h##ddnZ0Vn{Cj=?T)Qb=w!61UV3=9QiLc= z43&PZ$-2TF#m$GR>7(5v^g{lKv{+%LBe|ZiqXPSy3Fg|z2{JL%iRz_GNqh$%x}1Am z4yi4Kdb|{RwflK~e3 ztK;LC&6+JvmE~P~V7Ch1zIHv2<(dAqslA{B8H`{siwpntD38VNy^FrbIJguJF-*$x zt5Ui!T-DkyM~=+>pOn_3UaG*dDk~N`w?&ko53LHN`7?<_B*)6L!7FSU zAgk|I&16Gy((HJ}H%Z~plMcGhcY|H`AqUmBcO)AR=b91Pww0<0FZQmP1ou9?ItCSZ zQ@eLVcYlKcBIhf+z+Wzzu~dK6T6N!f6Tp{BE~`%&J4~K%5~anH8c5=bhBmHH zY4_ZIT?1!t8J=OQUZl$`&!GMATJ+{?17`H4H zUG6ahuy>vwz7<@r!w&yS%5-l-gQy_kb_VmUwwI%7C9iVW(@5bvE{p=&VHpYOh#Nv0 z>~kqJ*$EWEYk%`k<_JVGx(%j9>k2lv6T&rqRJVKnD391#=wzvBA*`ai`SwRDb_yub zlR8s%tt&EF$Vjby!?1Zc1zo;As|<_}5kl%vuBcn6lPy~)N?aKmSqjYx&-AMG^xGL6 zORqB|b>^UvEH~Hb+1%wfl7wV3+`CvOP|XiWl71 z3%qmf|Bi}_Y$tfPh45?^xU+tNtg-(hatlo>N;Pn)PtYmxTMZ$q%J&W!do@%Z8}n`FXbG1zwX=YE$- zur^4vscNLGaTo;mBf9K3lFx@--{&2VL2F}m!Qs;c7rtBq0M5vQUHn!fehUiC415Z# zt}B_*% z+$7;`e2UK}>PCVS7rsqX<4#egCmF(Ip%h6p4o~y2>UE7i3%F;q+{Z z*I>kw5&<__U6agV%jUNrEV9OO5DY(L3&tHh?b{fO{ZO-*Y1B&g!}~)bkeDArvc@OO zaMGNu9V(n^Pwv(Ep-fk8 z`s_hvdJ}DWPe^6EhL9KQAm-oQZ6iL!>Ek04tr|i^65bFYFwO>zNGflMf0T#wY(}`R zJa#X4kNfpP&?#joL;&PGP6Oi)dmS2v)m&D&U|Swn+d{RjxzY=K^!BOezd(yZ-ShWC zA~MWz$8S!#<3xJrO8nwer-%HLV9EC!bkHA;!tY4_8Y*yjl~0NrYxZtImISd7L@0p+ z4LF5hiV%~xkMMR|G=$FS0dEd`*%nrZ?zi=a+eQ?q1=r~3@en*-yDwlpyuLo8pBOe$ z3%d1Eb`9hMW7Y>Fo-0?SQ$j-at}$>)NJRlfeilzVOQ{4TROVToVs(13m8*ze;4|RZ zyHz3OD^2&j%2n87{VPmkG$<-Uvb+c`M&X>@YJkiy1rtL9Fki_pCjA~9@7M3$I4?Q1 zCb=X!mLgryPW0X>8`cdSU5~+``f1SgD;m+3tMi%WYRt@#gA^-BnxVF@PLo$&BkNB0 z=y_9ufH*N+!u0v|tia@2kEQB@-6_XQ^Vu+nW-jzx&5~#J+eDh*ThgCNi&mp85g|T=wrNqn;??q(k3qH7??Vq)dmUDMG zJ&`>LV&J{;dh8evX~PsdUMxMF!hm|zOn7*)EK2IF+f@Bu%Mm@DRX}WwQX>~{OHPqr z&Gf!cT$b+Q**$WJ!sX!IJ`#P4puPM3Ai_YxJKSQDDTp5CCY3_LGxiu~T5}b4y}07p zapbA42a(8Bh)<6R;e_8B z8an8Fx6Yd$`zV=*qWtd5tMW*2#im-nUVK*;E=w81kEE0EpXaa02bV8b741p)U9j9D zxHzaditNEo?qu3oTc@Ynw>PLoodRjUzvZ6tcF^G#%66aHuSzmGCcagR^*ST;@vuXX zx#4osNzwtY);jOr=@+C;EwW}a=6>I_midzb$#_oL(Myl{DbniY&x2pYwjF$SZ-7t= zW?Z+G0zf~l{j5z~@!_}c_&pyC=wg{kxt|p89_5`{vnk3PN?Mcvtvd0{q$U2a7?N1z z-L>+mYd+f7>BqQ<#2?=M%qBv89_>!&?&e<==_J+ByUCx^AxkgHhn<ftuEf)^kkoDpWo0*L8H4`j%2Lemw*gs`SU*`SX0a_ekqM}2d z(ARY*YvdI=tuN*g_Z2tOz^!};Q+nQZr{Zul`CafRn+R)4_=%yF$mmC*2QoBKM2P#m zMqC95sQ|4t8`L7xYtsJYp^bx*g^34!MgdVwdgHPnoU9|SOQ1j8SM<_e9dte(4Qc5+ z>y0U^FWmmddDlM3`!4;}JmH~_iBKV1uaM8}Bgw8-lng$tB)X=H4tI4`KXH>zer0{$ z^1NwxF6&dn%#k11x*`w)n!)dNySEy5#?_YNF+*+3RsnUlsnHWB#(ly+*^??pL~TQJ zsfESuYxio0{i%N13&eWzVr)j+)E*Td3@;ND0S;AVseFWEE(Pq88s9US?hcW}suebu z+cQjraEs;%1Z5E|XuO;6Qj(de8Glj%JBL$7m?fq^vImfPfz6boEQ4C4T%yx4z70{e z9y-9AJOQW(8($mkO39Swsly^|I0cBH0dAZx>5*=lOD1Pq_rn{0aUAjvY(p=1S{5C6 zEvty&(#k}6YMpd;_J6Rd-HC&ex}p~Jk_1yEm-=S=+(Z$G6x8#52iyWlpVy=N_OuwT=B5bJe=2LXXyNx6Q2p6!f%cFG{btk$lgwrorK;fw>;BPs4rHo-uhJtQ zkTlkfO*R!dm$YiMR*2n4BBJ9U`IZx*19qjWiVW(q9~VDLZ`D9Z`ai9w99T^XZ}^(R zJRFqT?6SrwC|^C6i7Y*~;s}=vIQ&j^?`C}`S~7renD?~#ltp$}^u*m>%QoFFM8hlXL(qHfe0Z8Td0GuCmPC)I8g0R=_Ph6KX}aB z&rq?=J+HV^WTd~uKjr-vCchgM{CCHmB17%L`vM`3R(6_?*`upsxX{}+h73~YHH?8w z0nxKxezmJ$-LfRmTAe|9q8mjCT5}6Oq2Kt7UNFRH&ifWefGmvHpOcc};fgIWzL{dp z&C44yrp3q~iaVlx519uG?319i-VP59KH3PSYfZdCau&HO2^#VdM4f1qMtS)BAozWU zHIu-Pj*bLfmT&;G1J)h*zn;?_No)XG)0#|{m0l~G-PhG+H zNI{D8BdenHvtFSzAI4b5p>miJBqO+zjY^$N%Cv?y*8Hppiad0Yd38LR-0B{c{b{{~ zr|YduPDI=hLE9c~xxGC@af|M#poP#!GR&Qajbd1^nB_E=cXwBAaOIL|;=>qFFmSbKBCdR$9)YHjl*i4i#bRO9R~GOw%65;bBfLp)3O%(ys`bN#QGU5eq>{ z7zgFi+o2E_+f>{ncOLCTidT4`9iKg-d#Io=WVOu@U3sXedPi8tFNZQsCE)$9Pf~&x zcggQG` z<1F_)E|9|^PDsEEyR2JYVHQ89I%&Tc#if1lnHG?ge`C|^8-3VLoj=T?=s~sbI3YZ$Us6V%G!UP33O3R?_(jjr;y_)kN!en* zuC>;WzJQ4tI%w}n-cEq4jRyKo<|<%mO?vO%!lv;rVOrn4$D+XGH(Z>u{FgKu;TP=< zJ(AqO#hfwI4}k`i7X%?vm8cx??^b`+4YrKch|9B!;HVu8>*cwYDpF+n&;^K-Mzpz6 zVazd#53s7z+!0O8hX5s7Tc26{ek{HhdfY}}c|@Nx0tlvlx19h&VqNUW)AbOmyYQWn z+MA}Bq;^qYVfA~JZH?PH@j$9jwu;5Y$!@2L|GCDD>!4W8#ZLVn9uh-H7CZWd5iLP4 zo*Y+ic})G{Y&?uDAyDVcK_bLr&cT?y@40291-#i@Xs9VpNLO-wE0K`cSe50AZ)UPB zaUCuRQ%K4R61|}J0f(}aBtwYj>(XYy8SB=cI%Vk<160-?N!6T)@7)5M;|tO%C=3Bi z`M^KGU306E1BqSmWjNZ=!9m88K68YHeIKf#KeA8i6MkY^wRUP{%^QzYx{wY0o!0-Sg!E3HYyFAp_}jGK*azXUWl z&nq^w=ANs!muwgM$MswO1vk|pIYx-fXz-jj;0SYoGUk*K{3n_Y=&>kC;UHUja2f#y z1x@Bm42F;}AF?SAJAIzs#?X~6E-s&3SC!2yEjK62Om8wET4wUg{mtRMR|%IK7seYe zM{gF8sl#*9PcK5E7VhzPk-EOSD6D75*BRH zGU%j6B+Mg>#UGXtmb#SF5{4a1%}LxD1+m1oPP)+ja~jkM6xSDb<-CuXH)1Xr^40LFYfDLeh_N&b?*Qed%JquZ?4OOHi_VGqw*;&Meoy~ARUVC_o@stR z3OulklUK02TiM$e5sdc~+au{h53|rhLvnsN0Z=0#2?-$l)k6Nx^CMRfdmW?fb5LUV zcNRWO;>+S=q{Kbz$nYZyy5l^eG0%0i^i4$q;qmC-g0guN0L5Y=OEBgLlzjGzjrdpy=@L$Z~>=efk~cxx14zwMLW;sSF>nBFdSfY!yH*RAf)yIAq9d;^@7Sm ze&JIgi%5#VuO5Z2X{oysJ70cwrniSndwtmdXneJ7?9@r)!FBG0Sp4TyYM(6*0;loVLNh6RRkG=CFUh%~ z*SgpFC(G>+hJ+DB9zliPgn{=f1SIH29^A1Ah0wc6pl1p@qfkb+x&hxF-n8RoAY$q) z_b$Z%3?&@W6{ycoOCGQb;1iY4yx?jx(@S*9 zBW3GGe!gkH8}(_Z48iVtadl2zr6_nKu!kp;{8SaTP~NxLuIt#lD-gvvxV+h=J`L}S zp4vd)WJ(eXlC*`V=$*eSYqZK7jw? z6+c@dF=ZJhO9r0mCI7?+oB-G$Akp4;2U=Ng;f1{HFV0-dA@0rw#u?1FtZC;6=s@04 z3fd7gjBibck_UV|VOR}*&n}(aFl#3}Be@|+!$n=jV!d(12UCHR{H>65uB=fkIB_@h z+clzKLwiX*$rJ8pfBj{WCMWe+Q{IK@tI2Tc-E8>WuMokUP@KppDP06MJ#7^j$lR{t zillBCtIhjGQl?y+nhtVNDb_ayb2fG+6|DI_l7zx+lp!`3c25crD%em7)hSABm@JN{Ia z>OY}N7B(=x@odzmRlM)f@Q6pIF#gjM*wUviY8T=~eTxt`0dPti;>X>MBV-$=IJ4!x_lU)L2HCS+8IwKE#pMcY^`D z%Se1z^k_c4`lXna&Bw!GzC7z88sVuG-yipFPnJ`cb3SKxoK;^n8P_EI-9t=RGQjIB z#u|$Y6_axe%P5Su9IO41Q8$4?BYoyS^?$*-lyK@aWJyxgq#I!5n z;)dy7S}P&1f30~fGT3N>)xAMKLj!%dIYIE+pC)Q~GnOzTHs8nt05_L}!@JkQeMf{8 z?azFPls4+eRxRxk2ZdD~^uv->K2Fev%f#wg=!dvAE{Dl1;8%$eh>B@6H$5Lx3~w+V zKM`EHD^y)7@+Y+?h6C*^&>}erQVaT?a$T)wT!k#;M=^lB_2p<#U7fHY-0ZVJXvWjb zD(4BIJM)h=)~*UODI&X0HCI1zEwXs6-B(yd2owq<-|cLlr$%rCy$}GdG9CE!yot?n z>79K861X!L!vifu#26bk-h9J=n}}XX}(Y%BYVe=v@lG!>>S@8L^o?D%`3cka!nxT^o&7mMS#aMW*FxyH!6w6IANP zK}&DDs9N`!Ng%$BOfOhYk0Li_4g_O+#F}@7ZV~-*!Z~mJIjhh`$VJdeCHA_{h`)6P zTmHtg^MVOxOLBjodhz^ITra1*q2A8m(BfH{2P-{M;XkrjD$jMRwlRLOH(1b*A<6q|!YI=Hwo6@GH z*(J;?PMrS0jaPxXfIO3{jcK8 z)L20u0?T@P0gZPL*LCwog-#=(=rh@tZ!bAot@r?W7d&ZGZK8-85#Vl<@~QBC;%eot zhjycTtC`eUGqKQVPgS&}sI_TVjZCR&bSNsl#E~viuA9a4X>bjGhcxuwiBNcClevi+ zjyZL{QkLAQnODEDeW`phkur)ZdGpD&KF88n)0cHiG#nS###~~)oR$oJqyORaw8JKMPs>g*EL`ZzF#li(ff%xohw#@1 zULP0zdE&{3WxQ(`RMvP~7Tz{#CI+Yx#u=j%Z$Fyg3=MqEyY{Vm6xWY!G!>MgoBKNp z`My_N)w?cH1IK~;K(rrRih6)zIMauPl%|euJr@DB5)mAeaCb?ofXYcF`Y9is*wJZ$ zf#Y@zVQ!GIAeENP>w)E#&3oDEX?J)^DYa%xOS5HcU9+)rYk9EQu5mB+rAj0$|DfvY zcwPyy;0(|o3YU>(ae*Z}_$qGVNw7z#V^Wp;Q|>_HJB?Zd51B#dwPdI_IaOENR5~|pRnUT;w);(F)UD)bFaM(TRLskb`iiJt77K$^ z$f^zg2Ah#A$Vh6TSFc`O|M4^bbbb1tdb+slo>A8Yz1Eae+hkoWg2X*;eD}I#=z%?Z6_` z2DMhmQklsbTzE`r4>4?g1i0e>Z1zTWBqeKXCH4AAOR?)z4NmMUPto_{rZf`ELJg#F zqta3uRE6J-9ko(|u<5`;jf4prTcYL94fUtaMfXA=uRe^8Pqlh8{XQ-tD26*0)<0KQ zS2fVl_ka%h@y44`g3yegEoX=I?&FX_T`H~EUow~eBCYog_6pUOFV95<^r&Kl_57}8 zt#a0_)AS2cCtjYe%X4B^mmx!l|#KpVvsd>@G;65u!R<0oZM4`(luYsZ;d38E*mR8}ZO2KjPqx%-5*l?}S2 zSHrq}Ch}c(*Qj%Q?B5hUAe}c|)QkPntM~$tr@eMT0ntyhCfcJyF~Cj15X7Hz@F0F? zxtEB&!l3FfoMkj5O0tP8BAjxw{J)Vh1=QlvxoB9%J(gvDES<5?`>Tgr)r4>h7fY}H zhXiVwvmGL|As$Mw?bbhGy*;Y$C+X<|Xr{5V#3$+P=d*sTg+?^KKgE^kyRjHep5x_4 z6mj2>a9#1U4YkUESs#?VsY@woZ610_RQ7)KtU57*)p26AcF2Z$Q{zYEl5H*`n)U{; zsxUg1*b7EceP7~aRdB)&%RYs2xcMsCd^HpX&Cpu#Z4^UzW;jE%jdpIHdX91;E$_Z} zaAEWOA6f|2l*PLs3sNeXN^W27!yTgF-p}=8mYEc}EJMLH(?Z!lzL*RlI5aw=6*%aa z`^^i2X=p59j@rGUKf7H-?iCJ?@)XzlN$f^GatnplDCQ*2We=G34rCUl_fEvT{U(g& zaigPWg0(noD=jSx$$wCcs#-ecMy?`{kD#z5)J;@&kbEP*ra~+d3nDw3a`4H3n3^+G z_Hcwia9OVTCgDSPX|7H*ri55N5(zTtps(5r^-9W2+z#qoO%d~GxC@^xDZQkH?@u95 zWT8fRuZ$A|l0khIiS+p3WQd%$js0kK|JkTV(nzgHd*brJhKFobvi$7HAHZ9sdI+V& z50vwuk$^~(fwgCiosgU3M#w&&(P~l1b8)Cnr}{7Eg;b4vThqSKB~c;KcmEfBcYwCpvQSk3)R?08;z29o`njOU+1;B;W<3CBNV3GwLOn1HnLNSr(kKCU1k5 zJ(!^@1z%+xXjaR4$DibDo*1DKZVgSxaUwdogH}o_zN=61e4w-x%gegrGM7JiXc|JZ zmV><~YYmzUrr9zwLM$P*y)3oA3+yZ|M;)!+iyuI7(+1c_H!7gKd9jdB;0#RY)^UTq zTYM=?B~)^$gO&_bVzY>ZP--0-NYg3Y?)z2Zf9e=mWqk0iqJ)!vXZ;-i%tz9eo0cVLMcI{GQdD+z}^_LxzvYg2!q z{ru?~G1N#B&BXV&(^g$m-zx_-v1)Vm>no_dHGLy@#GXET-mlUdAsHZgsS}~gTWdiF z_6<;$cQGKs+{=H_98&lXnbr0vytC-pYrvk?ogOj0fi2aumzcnO@(QaU`{Lt73lYUG zwRRTClfXbv#Cr-*{S7R|S+jH}nDD#=Jyp^t+geK#cd6CR6mXa=YuZW?hy9$@elAP@L&9zMe%`(Pp8<#E8d z2%Z|qD5nM##f3D+ESqQ|q}GX+h;hAbEDtWe_e&E$#ei!75Q=UB9T0z@9U#?+nC?Q2 z0924VE|d+^qa=FOsAb^N`Tw`#Y8PQnIfnrc_^5Ap>L7oT$Rm* zO)iz@fef7{JC!&;J_ca{&dUPAitJQ@lfD&Uz?N0^&4zm*kQcsFTy3JGY`ytmmtwe1 z{C};>4hfthuKo#|JNF+}Z{6V?Ys@{!oB6=47$+wC&tIMUbvq=?y^9#Dqj0i;t&GPm z_h>M6)j)8)^j`(bHv&vf1I*&}?q#2@8-fy;9G_|-PlV*7$hu%B8DFm3sh);)@(>if`2V|X{<>68tXXrfjcec)D0zBE#ZXW{o5#NkrAdbZ@k0MH61zhl!wqiTxE> zleI@xV&1heNijy|Y^Fuix3vN2;z`Ytl2r~9_NJAMBV0zU4fc9_h}h+3pi+9!^5*!n?JQ3z zF?#wuNV<}99M|Rfe5CBN=t>8n6~CmHtOSyczsuPf*SV)N&c6_S2C&}#wyq2F+RR|i zXmjfO)y3_7`D5phaP7I;d(-mNR!$!Vk(}6_4=z7B@O7UB>V4Ql==e*}#9R!Z7%ZmwknR=0}oFMjJ)cZ#fs!g!ZQBpFvYR5W3uJk=}* z8?K`~^W@~Ly}%$yGA6i}=WbM)(WRFqo=VJ#=*g+GS;02M0&f`)qh`VFDiD|@buk?i z4rHh;BJC!j58sX74s|tD9s=P^m`$_zfdRW|wii9v;#W6*k;3oXPh}@&x@Aj~Fu`m3 zjdSUmWQkpC-_6~YpWPHCE?s5!hK5sQ8h3pAxBL#+5+-yLY#ERZhM>+5@C7v8_|e0OJPjJf)RNj; z`oBOf#u#5KJUfTkP)rEy*A?3);A4en^BQCp`bjNZU7 zAbY%i&`BqxEpuaG<_SvUZTP&6U#n%_S0*tFwiw}u4O-~cx5cRe3w#<&(mbj8YiY12?P;%3UtTj19j)L=$sylQ6T)YUOCKzB z;>Zepmb-eN03?(4K}koC{6)kHzW*{v)D}Tzng=&qUe#DB2 zrZw0(_v)BN))8nypDl8i&O3>-qJMCPEyTCh;ne9d|1Kw~_WYIsYRrX<`1W&fAwQEI zmm#99(>p0qD{JjU!fEh!ubM+YmKjr^!;|sfnLIEpEpjfrWy?I1y;GImzRyaq>+zfT z`$x@|Rr~g|Hf?F3S~o)$IOCTpOSvh;t`Y_mxF^%*ceY18c8#DZxSgdRC#ruyLIf5E z_8w)68c}_-Y%1~1Q6gOVlc-CKP({M6wEIHXL+j(qT3hJ_2WtS&@@#CHCWF5@kbSn7 z2H1I%O9QO^1zOcPC2$jfTRM`9(jYzSSG1FqvWhfIkRB#ylQPBY-{%{Ba7MP_=|%=$ zoN+ywBzn-&VK9KHtp^zuB0UUj1MCa&216y@p%^j6b+&lsTF$9+=4>E&_v_J>Y7)#> zBt$u)MqU6Y^5{|y5uCzRpc`pvo-_(LZb_AhCh7wwcx3(gkC!4lnx!7#oHmN@whw-u z$YCB-ZToNp#Fh%Ndo|~gNDMlB)|)nm+CYFI-&CURR6*V`FMtk~A^gU~do}Lh6pB^i zAr;|_@}R3M_s=v7`rxJ`vE;FcdBD-BXF}bwBmp`nfjmw5($A54tK)&hH0)c)`A)>+ z$gmoFnSs&Az$^a-|B<)3Jgnu06#bYz>(Q`K?9DD8)QE}8DjD9B#kT;j-Jj$-grsdS zdBWB!&y|1Qp0N9S9w>&90@?1%fu!XRE@0k?4{cW8QtxjDyZ_7nE7p7`ZdWX?2gnAa zj1zEBtc0>?n|PQ!q=C;TJE|0=A^G{q1d?{*gVLC@&h_(TA!x|{->>OLht#vUS>EK|e=UU% zKUXb(b`uU$e~6>Nu5#Y*%V6D=Op!^_c? zwg%mzmr2ZbC2VKU{y{06SqgseF#Xk}#@2VF$QKmMnJwDM6b zG|z&#)50@L6^ye#FUUHXG1B!+UPXU<8JrZ2Q(q+zlei%J|CNxK+x5SbS1H+rd@f}I zC`DO|XY*8KO_1hm*Dp?O@5He4L@fWdQMzFpobgTd5OOa}^NEF8qz!_yG%S@HF7jst zM#LkrbDQdZy&XJ?w%;wY5F0D0(#35ixBij2bi z3T1^5$t6N-#XxAuH{GH{a0yp;uv_zDayvxye;8Eo9@l^|<0bNv;rC!2;i91+nBw3@ zICNhEzKJ5@+r9Z`eApjUfw@UguJ4nsV zV%mdBN49XA+Y+CrZBX;%M%gO#zP&Sthkga^8E{N-0je=f0YaP#%IF{eRCWw_sFCN| zrP#3iX|;78hG?jk1JM8)vKB20vKCh4rO)q-sS-I+`c|H10 zBD&pxET)LidOiv4O$B)=V=S67j2u(}F7<3kWX>! zX^BsNDF*0YbjbZSw&1Z56@aN@?k~dOga7`@!i-4P7(qU4sARvW$o9}n5H2a+-VXd| zPrjsBIWwg?5Xd@j_geKe{~|0+9_xFlyYZ8cyQq{s3ll zTK-#S`4RnBi6+Gix+6f-n&tUM)I6`b_aTTD;iFzYdV#i8%*c1!1B3YFk!ybs6pU$* zNij(H^H-UJ%5!x#1{lkOOqoEML2dl)+t2`KqBY2O<2U((C%`KhoL5Zoy1;=fEG&Fl zJ5TTMJ1*NdXK zj?3Q|(bCE~V3`2~P=3q<+yU-WRxIkp34Pq95{D8A;orpAbL!^>?b7^b<=Wy-S=iX5 z+}*2WpM1edkNzCRg3Q?l2f6OnA7LV9za$XGQakRYhV^;vgUP&>PKRr1q<8Ovy76T+ z)K4~&+GIND6b}#pn0SoY;OM5{nbpwKTDSGsglqJ^$GdZ-LEhbBWrsInK79OWitU+n zp?+-Z=ht}8cequ-+dJgcbUMflzzhHV2`tEWDJd8;fYI^stcC{adXL=>kU*AM^i#4K z){)A|$?1N2dQJT5)D-l*@?5`fmcedNL)hKjjZji*2aV~`adEG)ZsJ!SZV{uHj~;y& z510XJm)~0G-;3@?R6E#+ycFgzZVEqG9o(da@>EPT`CU{}gMQiD!^6X$o^R{1-_b7C z%QXe#vGL#puEyO+l9$yctvAdpEa*i<^jDo@(c<_)lDFYR{`APn9ZX&RTXFo)u0FG8 z?skH#UqTy^Qn!N9G07Rvx4*yHo~||pTAeOnGhk9NMUJFhX^OoB^RxN4W@HT}4tEmiz6#Ujp{bv(jR29RBA1y^4qGN(GnUzzTRifFOKO+E`FA~)IL zo$?=Ul|9bKTaBZbkvc~>K&E!Lwk3UE8iztC>RB}={Vq3+C+_%je-Ce>$U7~Y-mWwH z&xZ%h?8+}1@A&7gM&Vr$Uvt};5#rREHpZX>1 zLXATp1xv$zYIq;q{OWg`E(nQckO^KjQ=cS$7kD^zy7u;ANNJrzJlk zT-d8e-ho`#Ma zGxjAK8X7uXg#7woiate!)8V>i{41oo(06RijT@Kym(cR!f&KI3r#%qdbzFMrNn7|& z9M_C@7fHiGr^FcHMP_b!*m68a7>|3J*~i3rqu5;JVn>AcJCWpb2QY+Px6X}4U0t30 z@x5|m^Itv4giH1d!{cVW1D<@o_;cuy)W&U)C z#2;56`68OO-acYT-pDQE6caN`idymnD_0@XJvtly6Yqa%)vBtatUGZrk>PhZ7sm*@ zDkh>}6|vMD!(EBAv^)*6F7=3K#>r!Hd57YF$YwxD9+z%ePR*6ing3D{i~b{6^||=- z3E*R9=XDljy`7W5H-FysiPm~gLBiM?-K#kZdbC~>rJC%R{?Fe&m4_T3|NC@_hE~V6 zsHbn?JgKrSwTS=M-CG4jxrSZC+ZGiOL1~asHqs@{D2<3ncMC{M_n?9_3>{L^-CZIz zG)Ol{4m}JFL;UyP_I-D}NB`mHfhRok#GTi@u4}F3q3!J4hCfa92caAF?;@_}t5?zh z*!b7m@_<^$oBf#;w;st~mbAnXo4F;wuksn^f3KJmfYL%=b%}kW`$*`R5U{z_g+0DprAkh$tx;Rv|HwMTK7& ztxR%u_N|Q9@r_42h`l}0e0I$BbM+S=e^1|!VkL;#mxt``ji*namY$$&g?lerK2Ip0 z8f-6vbd{9`?ty2Fh5 ze(04?v&4pD5RQS8j zeyDa59cWNBMqo^NSvVD*?q;Q;x^*MB?OY%dc@!_jFmWoBc-K@_;z&Y5H9~301dHaf z1o3bGV`p;7x4-2Hl4EkvBYU!e!kdF2jzG1RVAOktaqa)E{q>07hxIJMprReY$1uC zN%=p)0{Q6ypbW1>Pz4GYb6_flrR)QD{^TH>Zpl&q7F1l!rl6>3Ohg&@ZvPnNCgG%( zmbRw-!}rO>&nSfXG5zUTC>d-_tCHmQ0!lJQty1w&h<(k)j!sbPyL z-Tds!G==wFvi?B2{o|E{;A+!|NV#c(NbG&gLq(fbTX&sAI^;Vd_R5i0fA!t!sx+7i zDyX!>5E55hJnI2wY@?c~AfP1#6Ph2|y>zF-(Rd(gJbZvYCTX<92)4OLjTR&RLG|b8 zhkZ>6Rp-!1g#6h+$`2h!f<1b7FA%ye!|TK8T~2r7FIx7yux1_Da<9^VdkCR=^43w@ z$%$usX9p#_G+_P~9v-O8@hx5@ChBzOnZcel9HKXpuQ^)pUT-1N&O!s!GrY<+zX;=t zsy$=+HgfS0yH0XZU0q6-oV|vB-XDyRw`6H)X>FaIP2RC$_Ip)!(RgVDR%89-rJO0IO!E_ewIRb&zy5Yvh-L1jH-10rth8@`Eo>J_UA zc*Qb6!I8pnDq>op|4qcSVt?oAZX>cRgs3$VIy0)?{Bo+%-CSO&HR_J2g+)I3=3~TF z99K&!Z}kEb)XSoQ_mlH?Bas=?eOBe={ceJSt z-PQC*ZmA9tyT#iy(4cgTJi}&K`CNt}s%f;!#wb?TPi{J4{|dF^Uz6W%5AgKw=h}K7 zvbso1fV!cUUg^D=tlJT7IjUaAx5WdMU7`RHYvCmi^n@G0|H2(|9SW&m?qq}=*Sn$Z z2i>h5NMeAUA5klNkZ zp4J(&tlblB&fEf$#AVf`%|qlf15wn#DIkW?B!+^#fz(J(7H`}~&Kpl2r5*CTRfGd) zrhJ1pme!y)N*DpMaX_Eo*TlYt!2l47FuD6QhpHjB&MZ`sVBC{)9TyUVd@X_M^GOYf43vmq^Mlv85-4q7kacGaOYP zAS#+tv^FZFQQNP>Fa@v%mfU}ix=*Sn5|#;g2&tknwoAS)=i;29`aecB^lK*~W4SDU z?zT{?0ILZbdz_}>?5leRvSs8UB2&QZ4(VC%pU6&N8Z65yHPkL1Y<0*8G^g}=4({QwZ_iVtdM3ca?wAGzt@ zxZ3}YRIsFJ?RwG86puai!t`Cy)W}+&$<@!mN>|N4X%iqE4vj$4=w|B_rxZ$S^Au=) zlbZA*n-)zGLwtDxLsyBuIF?sE6b*WC_~&_)3Xo3+^6MPa8$^FX35WkV!5f}HnKX<) z)Y&seMx8vQe|h#nsP*ZdS{=#)@lGjl{nL0F@XX>Lj*=0znz|lW@0vYv6$mGSkM~Vn z<0?oh*2TGhaK=1m7 z5Lf=*-8#6C5etnMV{{~u8zdg#b2C)+_PDFe4P@MdwS6TkYVdrXL-^jr={m7!oJJ50#I z2*&A0;RO=AU_st`qihL|7Y#4J`eWXH{;=wPEAFjma5>$qTSd?vmS4`3WO>Z2%7W_sF}fdeT;yPbQ9-_Yi>TXpX&& zXb#|-y7oyV<5d$(n2C08^N0F>j}ZCB#(~9T7ew`|`1+rI#vaTR?$xz0WDv6)?1#0FehQOOBa2TwqJqd3+C4X{hqJ z@)Dq`V8ANLJ;%%JZvKi_F4Bd~aVfp0$-2~v>;8dY5RVJho3Y@T#RQ;k06v-$3VbA+ zKgttH2;2)?aMLeB9EPg*aE~a0I6i26M^pmBp-AgDZMAy^d_}&u#4+&4{dcQB@=eU) z`ZD{D*Jmh=)u;1_$zGvb7JHc;UQ;K$Q)bhacSZ=L?eR@J_1}yrSWN^PgF*n`1boa8 z5mgkvG#t^Q11uo3@3uBsoqcf5FiK6MVPF<0!&>pyYS=zyew1;Hmq_y={ZLm0%rX$d zCxcInN|GYg=^QFpbR8!$!f!trg02V$f%vt9$P$$36hExA>O^`65-!Y3A_>Mhl zKcgvE>}jl8!h`cw^d5EE9q#_5sjb~Z7M?DP|FTr(>zkSr7m)%oZc^d zRx2hc&^oS=d5LC3!hGk}Y{EIP6Pve6&YEfuxc{ za!pIGkPFRp+Zoe-;^fz`rw)pT8kKUePxDeCX{#!l^2SjkwCq3Ic}JpT#MXnL-0zHc|3O=!^$q(vtrC^}1Y{m#;9EOS2X_Jf)&J=^8dR9N z0L6%<)=*QaHSDpTWS`1grCMM1s32mgDPqZHjdhijVb05_Dx5X*5cp1~`nP}sdjZeE zP{?dsOuQCXSFc8PBV4$EI%~^#L4h{A9=6h(&%+WkNBaS^q|ADGP0>N~{oJQV)Pj?E zAKik=Djmya%biy-YVmQkx{Q1C1{2Cwnb1!2JgLy&5l*u2)%}vdhZt(-`k2ZXN$5u* z7WJ(t+jN66aIQL?jbZA*lxF>mb)Qt*Q|4AegLe(E*DXdi ztWVx3D!081OhTT!S`ZFLNx#?`vVmtzv|4==akIE@(lch)OMwTJdHoXZK^_>DXYyKO z?T;H|GeJB8gxO_nhJ#GGm`J3izL>J5#AjPhAmB+|;C}*a)y%6BTfWi~z&YmDf~47g)`cO4=C1hjpewWkgJ6x+gZyvh%%h$-kE)^<*xP z%zirhY@=WpEnQo7>LS5(%o&Lv1V6T3DJsutT0mI40*6xE&i&Je zE|K^E(xFy5H`p z(-yq=JYjwIuT5yQxwpDME4px{qz5^6;xxofZrVmlL~buz2NBI%8{s9uWFC^-RvRf9 z3SmO+?SaPvNiR5~@oq!&(_p!ldT_-1L)%Da#BhnP?8#N7U9Urw=dM`Ttk2Fi1;zwG zckB#NsDgm0W$vg*BFnD1Bm%!?UN) zS?-AnYiQPW+DMm(8*Px5UdLuA2Z7CmZ-i4BIb%gTd2bT!juMV0V7Sp1S*h%HG(JdByxY`}=z5I!x@>e82$R%UJmmLMu7KiEY&cy8LnUj`JrMX?57v23?i7^*Dznb#dY{C8`B>oL?ho9U zjU31JIcr1rVA1hh3PZgN!1qLO^r`wW-T+1R>Fpf$OC-uShb6`Ai-b zlMeR^`pTw==?8KTWxHt)zdor z?lcF<&FCKWj3N?S!=n-$P6f0WM}iKC4&u(Fo%z^C9zjFf;$@>F>^iC}9+a&*tjw^` zk(;tDa<$AI$*$ULqk#bhrKig8s2r#ryf8e;=27-}EUI6qcaB8)p1OzFmQMXIRt;sX2P0-Fq5AXE4KmOCz_ zhp67KD36Uiah=RJzE!Xp?l%Hl;G$Tac4m@J2E{Zgt;Kpf9`D(9e}w#;T*N!JBkmQrTzq)|Q{Tv}L>E0J_J@^{w{X-diuGd)3N~I+p4iytXBe?P9Pbt&vJS49}=xnj>J*B zDY===W$&sivy-4+_XlXk&qvo_b9m^R@sm6$bJD3~t`7(bcwMeKN&S56pp^x!FRG=q zoGZy&W1(sHjK~k2|M{{uGt#_$B?ZEF-S;TcfM&G>msx0;I)v_l3eSr?Q#mTOawF;q zVv;#jty&LHQ#57lbbBM+TD3y>6Lptu#~Ka3xzZgk-Nj}5f3QUj)L#TV zKG%N7_$2_xxCa~(!F*wEQ^I~5L#1ArsPb_|y?%;KeZ-$Au?3(cLM!coCNWZAXIzid zb%5FrXWnH|0C&?5sg1Iu$`#~M1@Yp0V*-vw2)F3O z^JsFaVO3+IL*cqfJdO%^uE6T$r%?VOuKArJqD=F)7LAm%a)Q?{7BqU~$qJ?jb0XQ@ zVHKTK=U)3kToofF^FzE^wi^%LdNPd!1&uKM6Jo?NM9GgR1ks?+vwDLX8tXzvWjQI3 zOA<1^F2QcLOb;KP-7gqDUTN-K>wL0C`rP+gePhNVtD`C6Q9QlDWLsuC zy61$yoD|xbnZjkY)X(Y~d>}tXy*&8YqbI@+oc}u6cmsOZw0OJ@S-s`TNH%VhA?}p~ zwZPV_H|vw?=DYXo5WJWr)zk4e1o%n%MB=i#oXBfg zn$pp@6Y_}ifcCKRr?QGNFBb41ZJ1>rt2DmjZk5<`T5Lj7z`NzbFmu3{%N+X&xZ4aG zK~u|*dRcgO{8e&^CyfFOEU&f5@ab}tXXL7-g#B<{UkT>Cog&uV@Ya2iW>QBiA$31mEeyy5&|3oTA zn`P9FNEoYJo*0~^Z63Wp)_a^kQ<-g(20Tzc-d29SVldSr6Qa*3ILWR+Ya4mJa<};K z5wdSs<9SSCQ^P>)5MPBwEpPzAOFvZAoQ>Wnj}s$&5Ea`wAj=Q0jNg$rvnaY7yodg&jg4Jo(!8rX8F__tcNyLkt@T> zbBr<9wLJY5-#V4Wp)KDb9Zk{Bc|HndOhC*i;DKe9xngT{*V#}XYW(v*PYwX2E6!Qc zZ+wC{0B%ROU26{znF7km86AQXuA~$jzCQ-4Zv#t-z)jK5y_rar)W;z-pP0D6;Ukys zz?%blSNEiq1DB~I$%Qw7yXI?^W*OmccZ97-HW%9(8HWChfIDjAL%<;^%k9j_xn8E{ z#58vl@|xBua%|bq&|BAK@rDUq?;K()hRkPdd&Jo%`erf+S>S7{F7Z_#1XD7cxV*Wi zZ-EMXGEY@xH3L+^jegQURXM@t34yyIzh2Z*^6@+=q!arJ2OzI|v_js=TA{mG(}j+WXE;Ge)5txWZHUm3WBkqP1FJtan;?C)dJv zUlYdq)Ma0qB53JttUDhmp3xrP1{i#-zv)Okdmou#3HCsRS91Q!hqD^Rlfku>86(6g zzB-I1)4{@|UDe9@27pPw4ll0fJ!9RmSsi`9+&g{C9S;()c~hVF;Lr>Qc?5`{e}^eS zggM(kWaI3pJP;999VMgHt>;?nP?_*JYgX?8Kuo>E-Rj|eaDGPUEpRv#Lf^z6W)lDC z$5Z3(qxiTl(}Lmo&QOWk6UjNF6(`;O%1RKPZ+I%6WY%kXyTl6(^U3ISxk@Ha0B5(O ztXExKXV0`|pf~31p(MUX_0P{x2D}K^E}Il%OzIr0(zPy2^u(uYOzBAQzCBJ$8Hw`y z*_Q%-WTr(r$axUsLcmhVw|6Wj1uY1QH-&SR0gU{fsNHqFM5nt&B$GXhHbZCNOpzOCY(vDU3a1&tT-{`%&Op)#t2k%0yr1}5OlagoNXAY!{vZ>8 z3kRx;-1sol+G4KNpfc*tPBBg2hCjg2R|gX&ya534e$JKkmP~54^EtzC`NkWt}k4nBHOTtA^RhA$)AN$XF>h|K~CY2Rfq&^97(nS}U z|B-IF29qRm_w|iQY+2}b&+{H;U?R70xszaYO`4wg$;B0S1LY|eW~TyX zKMIG`p5X-MhU(&X45MiJb#C4pBsksQL+6Sl_zu~WB1Ckvj?eKQ@WFaoX!kQfqJ%p> zyq2BaNj2#Zt2ndZ`TmKqBQ!UJo+QBE;x|*!}d=sJNLl` zS^)su2LKHvl(NP4OSEs)JjwjgRF@nUOw&{=Xn%Jn6uhlyC?~Q2jZfFos|#)DMeX;X zx4`c4GjH8e7dS%BdDPz6Md?C9vR$(6fUlz$^FMP|0EJZr9%s@I*loYzX&0KD`!h}e zzc+)0Vb{sU1VJ_h#N;9`4S|4no;ZTIz!^5Z4K|%{(ijuZZLsfNosQXhX`N;-qHS7umm7j2UpgI zqlwMc#dMiwZEM!ZxNJBnfK;)L zuZcvdqf%M|GFVyyqB@=KL*Vb31-d%7r@-pmAp;eY}a#(1QMgXr%W7KX;Vpq4? zNw*{(1VOVjU|d@NvkRW%LWDM|?0EKm<<<^h+i04n7gk zAK7?f{mr?KNWAB*zI@A?O8L3dXi%+pnDm2+GQo2^h#Pga`bjg=_j|6U@cW+&VtdLX z&Wjw{e6RpN<7$gnqq{`4i95oIGk1xQ(}D=5M9@ZAz#^~WO<%Bi?W(|kb28w)zy!hM zMl`CRlIQ0ci}HoGGnPeVCQn{#a=T8RlE+$z?ba0AbpPt|nyi(fGBYLjjL|c_J10XSn|U)FJNt z*Fa*1J#tekf4b6>OdOB3;HPXZQ+%@MAn?859)%0w&uU2y8>9&uZ`8PZuBX@lkHSXg#FcG4`f87RvRY8wqryug< zi(I#h1cqlaXH3`95+Y?o_*$c{`OhKB|2shxb~&CHo?J^G{|4+g&q)C0*C0CNXkKYc zdaW!cSYh{$9LR3=z1}UY$|j!gfjg9-I`XQl=AXV?eWvqb_FPAD)^h0FJv)p?yVhCB zT=?nI(m5e>&V~!?d`TPkb`XjV3G(jo%ND4e_UVie#iRU9X=;JSyNNv@fzqpMg&N2v zXKsy=Y8{jl7|`Fy&R!EIwx>M((YYG!*F4<8vx?5KI@_ir<*mDdfjW=M=mXN~Xn!>K z`iEuc42Jbmr!_aRfx|1G2|ipLB7?Gt{a3e0ot#vioiukrn&?$egKI70$j|IH;0Ey; zPU=G%wMFxMDvI0U9NBO)@wnReH|Y<~@7hV<2vFvy7B+s%J=PJ5iY{BzUC;aiTgpM~ zy^milX^GZmA!Rl{;;YkKvIHPn9Om1`_mL*XJVpm8e{vU*W-uwuO)iGD6=?c`?ec}m z%GLD(br^^ri4vCyS6&RdZsd+g##@3k)|V3dw-m7+3&}G&Zet>(=94)t?TXLV;m6y) z(M20GECxFW55B6B7#-Ik;x4j9r^=D6Tvb9&6Q<$Z?O>hS>fiB=mT*c!tk+?w-k=&# z*|! zfLE;%1JfA(NDeE9lSjoLGQHM(k zi^*$?iI_zb8&-$OFh}b_e;@7mkLw%85`J!4o$-jlZN}oIch~jAeYc!&eT~Q3UP}qB z@AT?-NcDTPQ9((oBwV54T0K?Y?&L~3_L;k3A_^hr>%V~jze8NCk^+mcgbp>Fj1Du+ zndYwEM}o*pAbJ=OF0jZnka}%6*CbH?BXC_fqhhWx!Wl4iBleqN9FYb`S26?@0~a$; zlCw7z;-<4)RO9MwFS{r-9qz>+RGy^!#<&L=tD|RA1Rx{Wrj{;xz;5tjIuW`s)8Ww*joGR^?T2$23MZ z{C=$(QmK6bj|Y$YMzy1Y;8JC)>~*I9oJTOcBtifPHtJn<}Ez`cPA5RU^@4`?j zcqOnhc&j^{DH|QDf4AG@0YnWyt6rJBl%XKmvCnbu*fE!(gn{d&TTiuyIglTIS&*QF zlCKtWvlwJ}tDqh!FKZh6S(fp?qY&nMM|uou%VdZ=`qpzWUp(Da-@?oC_n(F;y*2^qcaEnT?9H%v3U-F%q{qi&sdUY66AToGx zqS)#15+@PlAPouQX&{8FDPaJlf!DSbhgkykGN6jRdeM{#Z4WT3mI=NadipJE zYHe)_8?8O#Mc+;yC?=B2+Z_mN)LN_MC7HWb112DJ{#G{ePNC~LH^Woc>n^6s%lv{= zp&c@o;>o90uV#+zFh`}R4JRA4yIwEqtwu2^_4NJVxeO=}gsi@M(BD)Gf1+nu2b5Tt z&i^u#61HSW+fr`{)=cRj8S}A zE^zH~9eK`SRW9*Vze*4P$rC|3S7HD%Hm&%#+EO2WZCp^thZpan5;F-ZI^VJ6Hj-ZaePNSw?p2~-X&@A6jzWo_Gw|})<|^ZUc|FT zqvL%`s+_0fModaG`waS*=%9l$`Au~|;wYY$)$mN~G$H4(y=C%YmA-1?U4+YPo`Ey# zG7^2pxz@ujM!iAtV!;cPQo!S{qOQxbC(#m2;ePBjr3+5f=n3b_h$AupQr|+Z*WzFj z_b3~*qDSSW8*2_a=41YtN|s_+w|ILy$CPkpThV>h2&9fxUx~@l$ot&Bpd2oy`FHvs zk6m~T4QEoqcD}4dP6}CW96IFE`@?71t9YwQnWJmwiz1OMfG>kip>2k>N32B!ySqM~ z9?x1;STfSsFS{9ovrVlKKc4qEd2>oB#)r#((tqg2leyiN?1xp$pmGVOXf;LLob7ys znhwb{EaozVlP(xwsYbui?MMC;vw*Wwt=#)jKDN;8+;Vq|Xw5;o?DWdgI+ReI-e|t7 zMW2_>24ufgG@s#uv<|D*#F=zg=Xs2YNWI?`TK2L>CbhPg)$i8(A5OB=E+kwrkb>m? zd4vsC=UJf}zIJ@KL1m7J3_#JhAw$}kjb0uDTgO3{qD!mnmVW{Sw1K|dy)io!iyNA+ zB2&*K(5pn@)1VIg#Mj!;-0q7sw}P0PygR5hbQxGrFE zoF>ZtqBxfFe+Pyp7#Ko`k|?saJXIghT5(om|2;lPPKLX-&iMmBQj+%|L&Tw#{~1^j zo9MvAUu;;%;~&pOl#Hej4`R7&jySpGPVgJ=Ane#C^@da;4Qj@P8}Tl7G)7=;YhUTH zH>OeyxnE$3EZDCoyYa(lt0x~_IKS)-x-@fj{Q)UYn0Fc)>YbVl)OE-`UPa zt}gZ#t-OhgjAVPY{^s;qDn7(Nsziu!O}=#s!0Biwj}W_sD;yjn#OkvomzDl~N?O*i zMj(O}-kqIlOe}U0HB5%_L3pmC#>(=5dXc6yVvTwyMTAz!SoPh+_J&V&GA1t;#{W3aC0{Mu zS#Eu&5NL3qLH`X?7M5IbG2*+`B%tBvH?^jYWt{&^sye4Na3!bMbi%(T_Q?>J4@8x3 z?Dnj>dQL%2jkMSN$qS8d_PD_P8yqk1Yt8I4M)A_@oyBV&=-I7^48~2ktF!mmiGcA7 z?4Cl{^n)ua>{K0q_LA-9lJyeDMhrbF^3_CseTw2qX~$PtM=R(T0B9W*IYI}+2>1Gl z6_yjk|FuWQ0*hhz2FO$tZGTVPdKtN9_VT{GnR_7iVi9j*Z^q&Pt2AfjR8-8DJqML< z=P+)&q7D_)1K_U0*EazY7WX5O{Ld(CZhNgx^9(z)xJ_^srM|KcXjfsMNlf#&vgw}%Cm=UllAzCuoJ!;Bf;$fuVWp#c~*gD8WsXFy*2cko7K zme8DuNT*~iDOEgHiB#X|aSR|ziv(%M`59G@0MTMWps=24r#>@^U^R!9Q@YVyAlSQi zepmS@fkb?}tv^{Jh%q2T1NEJ|Ynv1Lfgp15%2L&CUZ1?Fz_~zTx!gzUC0}gd}CH{H3)FFU80SV%wvTfmJ1e9VED>fcQ#ONhB%8p-S8kuyY z7IsmL2nq=kn_)lW`qmhN;@VsMPMHY>hSglQ0V3d38-Gfs8D(UK_KJ*Ha=~Lizl_{G zrnINf_8cI9*_&SI?fko-58w)~OnS+lk2k1vb)4c1Nt{X539!bVzvfJK{}AY{HBk3w zb&Z1v(1X~0eF#QDmDNslLj0PJ+ry>xGs~z+NP^z@Fki4Nsyw0NbUd&VuI7CGzlCJl zV8`Xir0-dOzWQ;7nv$6mldq1zcG(>qs{_({pjrJW@Nh$vEj8eqt8c-v0>aWD{fBhN z3F-aY2|{iIxSAC%fZy@&`ZR!ozP4ChDS*W@Hdl4h297urfRikiI{`!~H9sFhm=YFJ zU%F_Cn~0_kPbgg>T6G3SDgV9+$S9nFG%ix)5l9bj?<;WPFKZ|Ok9&Ad-R=KW;{gFl zcOX6;f0F|>5BqPumb37Q#H-_73KnCJW`bkKOt#=+md3g`k(0Lu2C^r%Kpepqc>ezT z4IF$Dfp&X%c(@KI``!S5chG$R`Bgg&?5i^#Vt;SogxJ7W6WM4KR5>0)i=-=-W$+>=W>eLQoj1p5serGVD+#ceUUdiVN3(9xb4D}YKosr< z;KP zFFH_YewTs~))3q2JzExjvrA?BW;*j3mX_wOzSrZ_S9)O-EhL>#uLC81|G_~8v*}tQ zKt&ZZHqM&nq8i3Di(F*-VTf0@&n=?#=!#=$7>4k$uC)`nxkp=fo=Wg&&Ej80)^k!Q z{kt(CSDV@1iUDD)CK>0`T-B26baZqomG3F<6UeH;A?hUW!Jt>y%&|b}5C&7)RqDOSac;E;g{(*&s6)oUmpNKJAN?7cBgx@NWyM;v8VEj1WAthybn&0>wh1r%hvDml2~q?wNHR@(Rg1e z%$eQ^`c{dzUG}m3N=90mF(vIMCLSKugEqC&ceubx6^D)h_brvZ=y6-_J0)YfrsY2w ze=|rfFpd`i1ud|$5g>sUI!V6WtbNssraK}5|Jt={)v|5xNcvSmw+T>>1Y|^nqWi@= zBCrvgSf+ImS`fMO$0M+HJkSUWsRWS{*elmc0jbyvSB_kcNlsAib?6V(4(U~vG=mwy zs>YO!|J5IWT2k0Sv2sK$bDTyAtfq-SQhgM87fmVf>DXDNQ@BICLyPzoo5t$}qBNNU zZ&k}QWxqjHI+rn=etprP8@NRMri`?-;y9Z4RSoYkhN%9(3{k^lNs)$HPlso|0fZHU z)L+b)d-H%Zq5CX((My}SA8>i#rFT+rLns3;8{cEo5bh8a>X7J=>X2R_BIy>ullwNz zOOF=vOe4KbwJ2gJ(aX8gPF44juqSvs*g9l8#5xq%s)lWcS%+`GwM_i>pcsiM1EDFr zSb!d-^EJafbEO*bpHnfXUiy=g&7%)0L4@Ht5wb}G0v3vEd^*m!fhK! z^!=W28!8UMgeC^+k}j1fw8gL0<=1d{1>*4Q)IS=-2?Bb&Gq&IE2L4)LFUl4^fs#!O zUGb3Z?~eeMO&AK`w|{hW(xEP39eOeURp0q*xPwAkKt!DF{QE7V_nUhGaZX_RH%0I7 ze*^@$znFuSmC?T*Q}KWbx^7?d5W-dl!LXJNAr~FqT;O2kamq zN^tSE&wn)t93KK$m+#EX24zg7UcP+4(1r`++Pz?5PGa24du3N%JQem?Z1|*Mg!$cX zUf~ir1ToGbz(SsxmnW*KN_3Zu*Ygy8kn;8GA5~RVZ9P43u+|p>4m_rXc2T3i?fh;P z6NV74O$$g)cCbE=8#r@dS2=$1$>)*$N!y;+Js}_Wzi5P$KHBwAvM6S4I9MuWm6bER zog}&3s**6a1*=0jMP_4cG_p#`nX4U}AP>0T_j8d>_9xrJoER35yGaE0(GB!3ohC`dY zurckiJWn}trHaXHvJw|iN``T6r;f;gEdx;c*_}B#IcLFgiD~*d#ILyq_?kAAQT*`& zcB|pvjH5P>`^~kl{s4@skf^APnjOT#!UYXAsQ?Rj)#^5cj);>JVSL5hFSw~l@Z{hHos*Js|>8-%1qlzag);0tZiWE0I3e9p{e4>>w{ZgXmI;NXgx`Iuc z+QVq~_Jl%tI`^8w1((dUEh!Li3n&edq2$ncK`!Otl8<;7x(xhVf^Wurie}aOOU+l^Y!aDfx|9!gk1;-p< iR{uX4=x;8cob#+d>!P_7gZ=~jlN5a|k}st5>Hh=3X~S*+ literal 0 HcmV?d00001 diff --git a/tutorials/synthetic-retrieval-evaluation/prompts.py b/tutorials/synthetic-retrieval-evaluation/prompts.py new file mode 100755 index 00000000..19daee20 --- /dev/null +++ b/tutorials/synthetic-retrieval-evaluation/prompts.py @@ -0,0 +1,141 @@ +extract_user_interest_prompt = """\ +You are given a Persona and a Passage. Your task is to immitate the persona and create a list interesting topics from the given passage. + + +{persona} + + + +The following information is from a file with the title "{file_name}". + +{passage} + + +Answer format - Generate a json with the following fields +- "list_of_interest": [] + +Use Reflective Thinking: Step back from the problem, take the time for introspection and self-reflection. Examine personal biases, assumptions, and mental models that may influence problem-solving, and being open to learning from past experiences to improve future approaches. Show your thinking before giving an answer. +""" + +extract_compatible_question_type_prompt = """\ +You are a teacher are trying to identify which is the most types of question that will test your student's capabilities that can be asked about "{interest}" from the Passage below. +Note that the type of question should be grounded in with the information in the passage, and should have to rely on being pedantic, or general knowledge. + + +{types} + + + +The following information is from a file with the title "{file_name}". + +{passage} + + +Answer format - Generate a json with the following fields +- "reasoning" : show your reasoning +- "list_of_extractable_types_of_questions": [] +""" + +extract_questions_prompt = """\ +You are interviewing an expert. Generate 3 meaningful questions about {interest} from the given Passage. The questions should be {types} + +These are questions for a viva, not an written examination. + + +The following information is from a file with the title "{file_name}". + +{passage} + + +Answer format - Generate a json with the following fields +- "generated_questions": [questions] +""" + +filter_relevance_prompt = """\ +You are a juror, and are tasked with giving a judgement if there is enough evidence in the passage to answer a given question. +- Make no assumptions or use your exisiting knowledge. +- The evidence should be in the passage. The existance of pointer to the evidence doesn't qualify as sufficently useful. + +Question: {question} + + +The following information is from a file with the title "{file_name}". + +{passage} + + + +- "Beyond a reasonable doubt" - There is enough evidence in the passage or the information in the passage can be used to completely answer the question beyond a reasonable doubt. +- "Somewhat relevant" - Only part of evidence required to completely answer, or to reason through get the answer is available in the passage. +- "Not useful" - The passage doesn't contain enough information to answer the question. + + +Generate your answer in a json format with the fields below +- "Reasoning": 1-10 words of reasoning +- "Your_Decision": "fill with judgement option" +""" + +conversational_re_write_prompt = """\ +Your task is to make minor edits to Old_Question if needed to make it sound Conversational. +- Remove phrases like "based on the given passage/information..." by making it a does or what or how or why question. +- Questions shouldn't have all the identifiers for extracting information, ie, humans are imprecise, assume context is already there. + +Old_Question: {question} + + +The following information is from a file with the title "{file_name}". + +{passage} + + +Answer format - Generate a json with the following fields +- "re_written_question": """ + +intelligent_question_filter_prompt = """\ +You are in iritated teacher. Classify a student's question in the following types. +- Type_A: A question with which student extracts valuable insights, data points, or information. +- Type_B: A pedantic or a general knowledge question. +- Type_C: It would be hard to identify the subject of the conversation without the information in the passage. These types of questions are missing proper nouns. + +Question: {question} + + +The following information is from a file with the title "{file_name}". + +{passage} + + +Answer Format - Generate a json with the following fields +- "Type_of_question": +""" + +extract_writing_style = """\ +Use the persona decription below to and articulate the Writing Style of the persona. + + +{persona} + + +Think step by step. Show your thinking. +Answer Format - Generate a json with the following fields +- "writing_style": +""" + +persona_rewrite_prompt = """\ +Your task is to re-write the question like in the style of the persona below. +Use the Writing Style from the persona. It is okay to make non-sensical questions if the persona requires it. + + + + +- The reformated question shouldn't leak any information about the persona. +- The question should have enough identifiers to be understood in a vacuum. Don't replace too many proper nouns with pronouns. + + +Old Question: {question} + +Answer format should be a json with the following fields: +- "new_question": contains the new question. +"""

5c^F$k37dfs_)o#)TdWSu)~{efF5yz!yBD% zT7)*YHfU@Fc$w&c*RA*jZu;zI^SFqW?JJyQv*fc;xL+ zglPQTl!Rn>%ifu3p0YSp`(UQhdlnu46wK*zg~$xdEK_shL=E2hddDuZ4qr!i_P6jA|rLs{yw|$KNDZp5LpfAI8&Yz&YCTv$N zxW1sHiFR|S^Tmp_akXliL|ft5Y=K6fqaXA$`=)M&0Ca17{=s;2&#?HngOSl&IX^vu znAJ6sx3@bkm&oZj76A3qKRne;23mL-_~0Gxp-DxbJ569r}nmfmxo1Htw8=7 z`f-Q;P{HDH*2qT0)vA&5I|YQ03;UJYJLR|x5D?VH%KWL;yz*^n+Uit^lsUqqDTiI+ zsxZ`x`vB;e?#+*MvUMEAV6P5%FZx}n??;*9Ss5!(_<7p~?ZJ-Y16~xH0mq4OL$4?H zNe9s4q*wS~@-?%U$s4_~@VyUo@hamerd#Y{CJrT{i3_2U;SZk4a+v*{#A*GVM=A5CqV**^ln{NvoQ*)fAX0tsfBllg2zxUbGPqB(_ zw|k=j9cO*9ORchNmZv+fswcVZW^-e?P_vSNa-kRNraj+m%PRq0?Xt;fYJqq}8JB<9 z?AenaM!S#J(s6akS&*GwdcHZPJMUBt3x85cF;g@a7*cgeQPMq!znW}H?JQGiJBBeTJtT_>bK<9cBnvKn$)90cYa# zMhC0E<`ZZBd|;^apBOK?W?T27)g6_bSt+q?PAPY8@!bqAdVL~#nvoQg{Hd7$_~xmb zoyb8@m4bTgqR(clKg|xfy=T`)@c3BX5j8#W-T$5!8>jxQ^Q2PSumc$oK+)h_au(Fj zFmIoq?(e;Q_*6rAyXtS`55myGvdP%_m8pr9>i%z-%$?&tObv+tUXMaW+Lzf##heeU z&cVU>^*w~&*6t0`^~Mj{o0^C;C4CaQP-?N@w2!J1d)2QWKYtYRl*-)NyWnE}eF5Pr zTw|txN-t!A@WI#TW>*Ko%){kqF$1GTYvZnS#vEM|o2V}bbG+Jy`QY_v`BVYfW=tAJ zjgPJq{u{0HTn=CrM?1G{#9^V$_UN~O&9LZ*(+!a3+2P|X$`vc#gd3PZ{Jh~qVH+H z5m+&DX$s-)1)mKwDCMg6q`AbHaz9-9c3XB?`{3XDjC5lRctj1yN)=7ERSmofFpqxj zB}$#MQx+23S~uHj>yO6GFW$kFE}&KuNDji83V|i!ZCw1IpGdO}SAG4CI?F z80PDWzC6<3=E`K~j3sFbICspZM?YKIZ9cUzVTSJ8uWN}Y=Gfzn06j>4y}&ui5z$0# zxXv>p{c9!0^@K4Y98f9>(hix+ePu2h?vL8Nwcqs^ok#E=sd&la*O2Nm!V(ulYcR zjxl(xI0jEU#CW+JWBVMX`$2`0*?$t8{%4v=6@7qU#5wn)8!(wXO`LW(ga!_Tmz<-A zvq@nxwXZ{{eUhb|Gx(z)Djd&|x`;a-vjQ>6s|FR~9GVRBUixqX44ZO!Ofj~#J$NzK zoZU&#fmuMyZEOOC$>0@vuv_e@%gMLh9L3c`?v=+lu7>9I)yuvbzb5YDN)Sk& zpyurib&`kKb%T}_-g0Z7YFE`A>in_j*)-Aw=6zP=GYVgAHtHJm+SCCbH}@I2J{#1K znXEmTaQ9Qm6}uPn9oCB9ZSMEW^!1z8x67bBm_+8{H~HU+7Ki53I1?$wYvR!E z&g~`a;NAW=!0JDzn`wr6LHSc+n&+X(N3x4#Go2`wb(R6-Ank*U#GZVBlk<5&5R!`H zpo0&}0l{Ky^@bH!if(Zkha1LIvP?j=u>%J(zN#g3xJ%M`4W{bQceE_O;U@MvUuDQ&UvUDqb<{C5V=9vlXl1V3ZDLN`y z*fMhxTAFNERO6$CuGzHS8Bk&5YZexwF+};y@R~%hD<+9I`ID@Ikhl}(z(nW#UI;5* zXE$SL6Spo_RnN@wQ2l>9Bw3IZ!!|dvZ>#s>%5~mC(?5XPIi`H+*wV6a;(-4}v(v*O zi~yEU;y0$ed!a;c)D%HP5_AjJIt#VjhcVu1ANXI+elj_M^FW`!0ij9%SJ2zP+XM+f z|AQ9^67>>{j$@vqx`!VnCBAI5TzbAI2BH0W{4J8xR44>Y-g<`f?pJ;exgsD{P|&*q z7;fc4+_=c$1DYjYC70}l4BtPKN#CfOeB}NA)0a0C4v;X;gk%SHjf{Q0!A1 z*Y$s5h7Ok_;}17(4}y~TcSj}8OvcqLla_8>tpzat)7`QT+m89ujhC!i8pP+kI&qM( zyu;TaxYH3Klx;hJ?`~Q-Wne3QfM*-y!BGL!LY-JX|M@}O8zq#f!LN&M$S-YNJeVF++WN_BDe&7C-Td)| znQ@Aytkr>OJRD3|%)lutNJfWlFhoeUdP2G-Z=;JN7 zAk(!{G?y~IkkC4=(qFLabs;q8=fk=5=(C&eH=aVjVHkI6EeEytD8HF3@n7<_2Q*#4 zs%2#H_5K@r9a75Pmv*Bez%qo+xd0N^$}ci6{LoKZV-)-_{={<#K4NEQp$j5T?(?!d(YT4-O`>>U0w>4> z2iRNNG!fmcQ&0wcSq)bw*mSb_5`Sng2bwRo9A(S8$$FD?EU|()yzGKPjcKSKNaRm3}N- z^Rd0lO)|%d9L=uEmzxU89}MX^Ah6$>{3Hmp94>ImdlN@X@>ITN zc3Z>xx$F4j9hl~BezN~1$>q|Q-%@A(m%}EABhtC_e4V;pUf}4B;rZ)g1Icjr9Q)^f z5n5m-L!6*vHPy&y-3qXLe5UG-HSnvN-8|P$2rFOs#S`MJcZt3yNGqQouhw*O{&;~* z!gCs#lZLf|3a2m*Z9V?o(6*u5a7&!nw)9U{ux8(b5-lN>+J4QRn7ol)n?%MOa9;y- z+Ts;I`)>ZHk_~p-j@Lk-?C++*e6;Pe$BY`*{a7 zbZ%mrkFW9~rs3VG-$qU^O}A7o0LxPF=ZBD9yXx{r+3eWcnTTh7-4Lr=-b`%f%|Vog zg<>J4%LY7^_^9^k_=L-x@?BHN=|y0O+cV}qJKf2@s0C;YF;%{d2$9lW9XSi{!T4u~ z(-K3QcIM}*;FF^29{&O zKaxl>p6CaVxYw=663$^u!1Mcdc|&nCBu6yMe&MZkzR|bsU(SNmP2mElwWB0b^5Td76LmEso zIw6B1j9O()Zug)Mw7t0~o2N3NC8CHwOsYuc1$Y)$%D ztI1MzX5Vh_nl8!V1$yt6edX;lsLR6IzqV2RcjZw;KX4?XT`@fT#ZxUsP0 zV^8hjZzejKP}qhEBlckcGV1*D{T@{Z$+)3JK{^V6_aX(Zo4>sNhefF7NYZy+wdgN{ zo*$13bF)j;J2eF!A`F%!5TQ(ZwRt!r!}RwVVHmM33UBQy{~1d1wJcILaGfw#jSg!C z&y>QxzWmKmLs>rwValh;Xp6S0ZPhKkQa|nbKrT{G;Rn@2`#h&h)hHt$)&WzeGVO+1 zBhOCvHfB(n0}AOr8h{uwE>Y!H!_*}=)f`wacwQxF+E<#DSq{PqAc~C6=-_sM)CC)A z$ydMet?bTmGGVgc4%Wpw6#$XCtz!4|IP@z76>)74eddqUfz=fwWpiwKlgj+5xj(}H zPOT|;0T_Wv)7Oz-wE2X+txYj{_50)BLIMPxil?~eny>)b!t=zoR^ct!fy9^k_;n^V zp1!67==J#*-jk zKh{)Yh0;%r7&H`kSEvDPqrkf7^cnDiT(?u2oFVX2=HX_T`0d-24NYP<0!XsQ@jf)#GHT1>=XX88jT#3^e<^aOD1*C#H&2JxeFKZYk3$QP15J+{o8gQA_|TOp7@uVEmh%X6b( z8izY)iVH{3r{w?GIm*H58vpOI#;Rdw7tI3<$GOlJ?Cx2W3}WXq`<-w6$^R7={9lZa z6GTPx4B~#IZQR~RbcBj0J4fx;$vLO&@izxxWsPpY7$1C%1fPVsY3Pv(^EdmO2hN*! z@n0JzV~Ua%hws?l@yir_H&2R03J13P`%G6K4KS?o>7|W`M4h{am|t(*MYFyyAfB+W zf82Ic=URGLBh6#vRRv7=6W1Ud_Z2nuEqS_gBUx&`HN?BA;Us-f_=-}f7PHRnUvL$O z0G@+*2VoLRwyyGPij&U-U5x&ho+2|KqT~NLGwvmZ1z%8UKNoA8Qn__ov=XDi4K5z( zq+Szz@6rEA`t)~R%Q~tv*r#oWkl<+wRe?|H4m!S@5$!Nhce!x&hQ&-WqJ)4Z2_&k=YF;qA3*u;#*#kT z1X%$*uR&Qc3ws7lnQp=w|1Yd2AmaEtI?)`(5I3+j<9sL^w`+XAdExjA7>D_RIEXzah%@Gh+-={h_nG_86eB{PO7|=T4zAC^-MhbG z*Z`E;I)vtg5?Ox)I}=FV16iDLe~BaJo)~07P5|=O*TJRQsFL}Y!EeZkKZB?PK%G!4^aUhg4kh zH%oJ~ez~!bOkn2V;ow3GidaB4*ccx9xoO(&cKnyz}hJEinMQtPxmQAH9Adsy=CLyWVD_PbRu-|h<*Lr)vVJi7@ zLQ_X3-{nFT6-VC?eSE)|!}x3c?T75j=xHgt{m`R_BROu@6w%&N`%;s7rzrDl9R%2c zvGR99+`>StZgtMSg`~<+gln$Ot>BqP^H#L8%2Dju0a>-S<+NXcHQ=@Dt&=Ycfku#W zhZ!Z*@k*QPvqNNn1G)z4%^z9pwUA^Mh#^9Y=^$5z0-+T?yLMqMB~>d(L7#@hGxb1nJQcRKNB6O$P=BO^Mc6v)E)0y*Jbga~J-tGs}5HAxh$V9W8J z-&@SUX8$P{FIT2rRG$yxa5Ph{d~GJs(Jt0@v!oZc1Wyr zP}mKBv?D&_tZ{v(h{swtcXnIF;GHN5w-uH67);@+RjO3} z(9e(dH?0v!)_gjo=OLn+udl7MvjPfJ1X3&_Dwu07B1Evmxb=*dSQgm;hnVOPh8hOY zXTVhJF$Xu!MHPjQ;j6vwU0(h6?VH75mW(T73(#uFyYS9-l#7F#yTbcJ;g4=m(ijA4 zlAdjMb3+-Ug|{O+cGD^}Mn|N#1Z;;SZhy-t3CVE7O~Dp?f92bg%ZFuRGO_N(JI`q8 z=pa&3#*!<>HBQNcI~~zXWr$V++wY%Bt(n;1`-wjVXD#eXc{;U_$b8giu7Jdj+_BB! zNmPf;`E~+s)e<8F5z5FwiL|+(qpu$V`ewaP+#(Lka)@DHKP-kc z-EE@MmN7CiQp>==8c2Y=lO6%|_?kO;X&9<52G4`zG6~T}XyQuPyMF%z=$ihI`#${( z6&)+@N=;z4ifXJH=m;86{wBP{=3dzaIoL4?^OuX~%C_LW(IUALc z!OWX6yu&I;nJ_KR`0ab=lPvnqDOugIPeZ%fI%}WGlV1IpBCxi1MfUhV%Fb?0)+pxB z@zos6Uhx`nQ{B(T=cKeQl*z5O1Q%1$)O?8tndySn*Dx?Jl=p*PPKT81x~rEN{@fFB zat{j^@G;m7_2(gmsX5~Y1G_Z(C2jrX#6|7kmY&&BX3r9bYkel@sg*FA2)9>8Ek?)7RR@d>C%7a}vQ8(wn*FClVi0 zp9-1cbjC1|FYvMCaYNo$M-zc|h8Ph>WF@v`1iIcH$dgu43xp>TXR+rF{i2U2} zcNKO+Gx%OFS&oI3g#gO=;RAU2Fje<%3)a$&6tJN&(jA{hgW=Jx^7{M zNP4~IAu}e9kMg3UCmq!JnfMBb3=@ET{gg0WQ?^L3&AS)_os>%Dv#M z$37`*UPI_$$7RM@i~3JvNLvfdb>r13PSa5qA&8>T_t~LX7Jmd%I)5Mv?ygr8GDz5B zc*&18JX|2EUhKslM{xKN`NOhv0gH>$o za(Rm0*`z~s&sU&j(Ux}Ge)+Rr+6%ScI=synIWc+11Q8Jt!VJ*jyA(`J-+zf?XCIV2 z;x#D8lw*YRv~(CrMk`7ii*qhg64C5@mh{QGVu7oqxviBBk0Czs^qEm{UbB(BAY-a0 z#>*GA&Mo8XgFS}t&A?v|JCCc)z()x`6&rJhX!qQbue-=2keXi=H#~M#(DcIi!|9hz zqn~am*GnAs?>G#@fVM@IwVtQQtC$qAiRM3hdd>I0jdetdXyx0pSx0uDK=u4-G)nP; z=pf_lmEx0p>##X#UEllh!ba)e*S454vr9srk=4T)nc@@SEqIMQlVuiR&(`GYcnbYj zXGld~ZM?dZF>S)QsUxeQ`^o05Mhk(=B|YV}EZ^3X>aY^!?*VHJIWHk&Swn__C7JnR z!{WiHEYj+D>*!SIog@C=GASog2}> z58-*Qjm{0EynWXwi@`@qQ5z;g$OhI{DkWn0Zm{GdQDdxY?l#+%I08oz+2jmsVOIj% z0X`xTBYaW`$(R_}bTqRiWm(}{8>sRkD`}`|T+T(7-HRf%H%MDhO=nm!k?BWXcAGqX zDeGJ^)@cXIqi%&+<-Bk!`9+#4Q;wD&Gc}qT!yJex6u#^aSz<=w{&Evaz@C#aUJy)`ZUPVN|{{ zGOfppaMNF0FUyD11etpaSd|fG(zEt*e`$JBmVL6rZ*{2sOZ>&>PUuZ~#H}8$+kM?^ zixny^jv?V$6gD!-zW@c+>$Oz(_nhq!wI4#Vs|lTC+NE+Dm#~|4Y(wEVe-ZHdS<{ou z`R=dZEqY{2F3&F#|KaW>H&?S&K^UpZBsCb{O?6NvgkqG5WMd-)Ywi7R1?Z?}W@pecQV*G>9NtwIf93r%DJ~{I zc?hOFfM;BzovPIcxfnWqD-w@GE-*neVYm`H4QD5nv9A<*X`u;mNy@tAGqIYAwT{J? zU*{LO(#yg&dnsg~c$|SzEJ2$k-`?W)9jvbcd|%bqQ~J;G>Tnjskp%ACQ?$u;D`EPY zomioBf#-|$D>Y2j`Odz)^)b^%jJi5EG%VCzJ!J$}BwsYi3}+emc&<%P!DH8E1iWet za5Gg3eL>r%NqcmBNA)&LyF>@EMNHp4J|T@wTYtNGo?Oa^#Il(1xi5c0dOSy=!B9=xgAtDh|Ytc?VwV z3bnIrG~{aU$Q));5a!#O?YA4pZt{WSC)0M3q%pa`2mTEklSHtvlm9}}fDx^$eE$Un zV_^j^{Hxqo`AfI?xEU*l8!_J!nB@*%CWOW7Drm62#9CmtSt+7=;_(^y6zn$FQVR~% zV{)W0R$XA1vsK=SBe=3N5n7Vm6X@zYGuKZ)qfV<5n4|lH zl*!pC{Le9EHaCiySy-Ga8I!{%VzecOVais@8hkQQJ8B~pYwFi%ABQ3J0;b-7+S%`! z$*~`qHc_W9_?9(IRy>=tMKMn1B<7$#zc(`W)XtulG5ydfQgNtbZ5sBae>GeC=-bOI zvg&yIy?x^|fm&i(7on;w9>J0pK5V6kes(0&A^mX>#Z1nzV@Qd@54w0P zvo?i6o5ZJ?d%Pi0ygl$J6vYm@#}YpBVo|cKYHh8D@CD*gVSiN}9`HQv-LFT&b3R@f zzs;xXYFK13PQW%crQ>b?B7WG(=%LLEa=YvlVWoIv?CvcsY)U)VW*F!GscWWs-K{C5m9x<{i z>z!kpmg}ia#aKU)kDg-if-OAeO{87Wxp*a z;u3mHzJ8<9b{-hE*>|^#1uClzd~@YnXq9?~=rb{7?;HD{1fMb>nfyeV-$5;uf!0Ph&=OrD;_zEBXFx-#;!BTQQEj(@GuAQH1q-ueko0{m~oWgPMNk zX!b3JS1oP$Pa{~Qg@U8gmt4sUqalHzbJ7Vf)GnDElDf}2%;wJ;^FbJ8SHDG$HXAXF zSQ|080+Yo@#RrZIFjitd1Zxj>E^CJ(2%;wT5^l(wJoYEM2!9oTfDfg`{8GJl${0DpaIWbHuY3~2zz^JvI9nEeB9Ud1#JdX4 zs@)P?Sjn!H$x30&HaoU_RLwN>QH)=D6LZlImAKq*+Ol8Vs=O$$>&=egz%%q8%`k7ABEIG@yBIiE%Y4Nt zrUw9rKXFmLNae@kMq7@kq7fEG0%5UFR7<-2Ejz zOF2$eV7_koi4a!lqdU@?bk=@OZgQRAU6ib}Y9N+MZp@%X3cUUz92KL~YvuKEhu|di zLU3Qi%jQuuW9%>9B=VPhUyPS{z*ok4+Yv+Nd zLg4?)!-Q_x0z})w!Yu^kU~o@J()#o&K#a0O|NG^+yL3jv<`jE5q8^6P4<2WjQw{YP@quV2O=`4gh)BUdvPny-d309Uv5Km=d`Wo30OhUhJk$2^bJ{&Z6-vwptQ zJcHKCTXn6LXkgEIv&I*x$ohEcMZ8K6v;`d>OxTmV!g|IGhBaBk<06GbqwJ%81VfCL zejX7z9`B@_S-2|5&j+stTh$s!7_Az3i~Dk!CVt?90J*N)H$ zJCs6OWrIst^ESL|6LjqphF!Idmf3gwT!v5aoyphXh6c=9$t=heUzp`t#|k4T9cUHl zgcy#se`xpQXQnLP(h0uRH(G4BN`c6~ytU6ekWd_jacUNtbCLoND1Tr69knzwQLP|R zQuFZh@Qj~>(m(X%Bsd(6awNR?dU6!;1$|)vW1l1b5gWS^*FL-m;WJURrM`6^}!OQS_&Q|upc6{NNH4S-X7yJJt!}@ zY2-pO=GP!d8R9DYQ5}Ywz(2gVL#j@->ghG6_$P`O(H+~Nmx@2%y{5vlMo4!Q_I8uE zd8{^*~_kq z9BkqyfbO@g-uayawQy3L#_-lg6PS(wXRDwL=w?gmkn?5z{@}d^o!6_`g)7UTj3MM4 zdt{GogKsJK4-Q$$?{Hi?26b%05|14;l}8rIC1_qtQ7U`*a1pQ%kq7_6FU$6q)Ok2q zGj(Di*F)mc*Pyo$uGJ2i5gR0FMLiHG$}NwM=vpmRUk$433!mgxOc$2G(c52T$FJYE;D_o3(eywA=Uyx;?h)1CO4W-%ILNfFGt>`sf#fIVZA)T$c*Os#HyZbV`do{gAc=)xf$%Ei+kXUc)&w5KJP^0-_N6FSk8aq=;*PEgIZKrd# zqMFrhoOC{bZR&0TTUNA^)vr21xff@1zO}LQV##+|V%ooe{wMXQa43+> zwQ8)FQ?PBQFYw`OK@}T9Rz=t!J)1|~v$=szwDqB>O7^Ee3TiY1n0{;RrT@%z;KQ3K z&tln;=31ZESKTsGnc^EDS4Wkk-1ajR^ESGau&HZGrhT$nncPXF7%$hp$54qKfp`*&h~ z(L|`sm|m=C}qfKUvT0{iTaQGP%mBYs5&=G~TrF>+G3TQmXrC77GkJbW zG1aFI8>QN3#w_o*5?WT9&-;olTX{9CCev{N^XQ+EQ|;ot z^}*To#-GQ0m|G9Vgx-)Znepi!TWXgcN`@-ZAd#>5iC%c{Xxty9QFT}gvh{|720!>h zpSWAWIIdlGyDCrWPZ;^V(L-1%nr1`OYk(H8)G!ZhP!w6?rf;x>u%)k8HLJUd)DAhm zdZNwoD88(^d5rULuE!zhy%rK%)D#phnOj&`U1~=;si0GDSrFLS*?|+6sh$Dyq`=1D zy5Sq5TaARUfpESPBACW<>M$yVVIM5!EG4d=ue46ZJwiB{1XQvWdaFX&m5gbtYnGe+ zmnh<$zt_5dRW^H%5Ma+!z;YIol&PbnrL+&O?#@(6^huYBEzgp#2bp4S@ve(uKvvAV*bfs!O?lh-e`;W)^tp2nTr? zR-aq#K=}MlN0L6xgyRUGt@j4lQc7jpHEGBD0}`pw?|b%-&T0>uARqI+fKzb-_KldC zT;mhgmg^)fhU0;`G^s&IMfO*n#w$0`=J~IW)?B&VCm>d3Tq}f~mKjf=4iDUQSR$_^ zYSqG+Ke}2`8)Zo`cKC}>e|0SPd3;U%TOQcdP?QYq@ExTPHpQCt3!gLJiDgKx&6w;mVrx%jizJ`g`n~@)mAsAF$_r9k5S)^5k|5lMB zPlQT*(Ox_XBt}tEzleZbLJyz6I5eb{>b2Sy zK~?)?A&45O(q{oisUS68!a3-f)A8}?7cFiQgGLlW#amLCXVrRSMIQR5YHUi?J66fNME&4-1Y2@ao<*hA71`s z=_=6NrZ9G+xUK&1q#L+&!NoV>Z>nPx!JHrAo*54pC!j3BKBG5nw+>Ea5_9?jv}eS9 z_XMV=r!6(&gM#pYVCI#gqN2%4TPjh9$>%_1@U3ypHTzE`R!nm6{UnfVTUuVW%*)GT zg+MNOdwY+h+S%I1V^|`*I2M7Azv40)oO-?2s=^yv289^`+X|v2kc}o;dUJq+VkHWb z6oM%)h>3||F&Ozs*wob2h-v{(8qiK>6%>sACvoXsic66lA3tN3eyX*?ED0n@-SbNx z)v+r{`+zJB;&&m~<^Xu@vjH(jC;~2wTPvlDR8wx0a8~)1#%Y&shM~#-~y0)w;$mxK&ysr7O^f!UOxH z0NBa%7>~X~7d*Ja3ya8L*3NY1CzRGaQ~abDUY}457tck9$B$WN2t{$%Tg$4cuI^D` zptRztA(7B&A{SHu82eRloor#?u>8H4<^pI8oU7Dtvq+*eFjScz6LYOjhf3XmIOXGAdKxt9gxv$YWV?&8-(~uZ|8;aw8PQ~x_w+i z2?jZa;$CR5lS+JdfP7lLKHA8IJ<=F_PRqN*kNM}PQ-yTM=|pmQBFNFZILmu4?X#r~ zPK>i{Ms#BH=*$s1XUu+o6<&mQH3KCi6q68y3De`GV3pk!u;~t0ntTyRI5a%~x&)-s zL?!`3f|x=?#_=LAEVr7u2A97wAFV#2ys`>A5SBxX`frBM53Ep|H~h zLPcdIsmcR(SAj!1BsB#)CDv1&yh;EPHP(C?%zGbUr%rg6DuMRkC30zgye-hR(G8`d z83Uj6yJ+5U@nf(0s*czG<0SoT>f9^@y}_ccZmP|5wRno<@X;La)8jvAG3V7Q(Y0u_{mDKO>sCsuey+lTHv-S zVfM&u7XDx)&FrxgVOSC-Qb=4h5@P6Lr2@P}#D4AW+oV5Tq-5`)H005riBHO=8*I@^k66~$p_kSumbrE4Cgk7>|bFoS4m{2zS3p}Wqsl)J>sTA-dy4J zFdy{wl~j-u8fscoNuv{JVnTiCenElkQ%Pkj=_C&xLQ_jzX5-}2GpSfu;IJvtd-=q! zV>AihWq|t7uLz`+c>J5$@Zg6G=kgwRN z#<}O?DLu5~#5@xs52U(8UM{ZsCo@VR@2&;fT5n%>^P+^^wxQj_aK9ibhs?Vm(2Tyk zR#AA9O#0qX1|#2kxlL2FoN_n1AIUqpmdWc(i|dd) zl2-G@B|!FI@bgHgJ11;pMeV~fH`Q^>iSi;wUO#J&r=sm2te1kRt`{ab(ju6V#`4k7LkLmP9!XwQQ@j zVjOD`>2r-T?dQRoyFj;1)k(>*S{d&frt!f6Y!&M@#Qq!`HuSIaq21*$F)$N$+j?5# zjB>uwcbal$vm6Qm6dC~kDGnB?-9tAcH0oz(MsL!8BP>{Gdg}3|M4Z(>(c&mPLAxvu zqV_||A5jx7SNXQUjqDM6ttaBSoVY~Ua?Yx4jPkoD=IpLX6n_t|x%N ze6Iz?YxjP;X8ey%p(%qvwU?A}&wiUnNsWi&Rk}po{FE}ErtoKf;_uOoSTjLA38a)r zmQ2*bMZ!H77O1P#-6)O{j3L$dt)q9H+Ca$+of< z$Lm~$m{A*17OIapZ%*Y)&iD(HjEb3*I>foDU$PK13MClojJ?r$xcl7-2wpm!0>NXd zLFwNlz~6YX_v4}c81M}stwxDA=ypHfpm-P~yE)!hXSl5!a4>u4GR2!3R>w}-w*GYX z_5`Be!urEXGz$LW7pW>wsyo;g{V6q%DVngx?zfm;esKx_wlV;Jv6^qRFbRb8_M>~c zvEMdhXMRTCWzTfe=Q2_iPZKO@KXXzGxStwYWp$fK&fIkCg!5>v0V%>bO1>LDx%d0Y z)~v|#1Yf7)BiYA~YGi-zVn2D&(;oUeb z&YlmOVfW+SY;?Au05+B+*F^n`*>Ior8F`D^oAtYj+9FpPBQ``i>)}j0Z?1*=AL0oAS5%GjS-2(M|lgFW;#Y~X5F%@ykpu^E<9^*N+Ls)aY* zXLgHOdAhc$qCE%iEF@|>w|Jqu92o>bz0JQMDNTw@$Tw9%NHx&=qqUQ z6lkIPF~bZo&(86y64jGAl|NdV$^1061Ok##iFeDVa`jyqS&pwO{=3;EW|rN(+}(4k zs%W;hw#ot9QH-NcdUs6M#>uIpNVmXJkw)o(_mMjnEi$9xbI2(sOZIsiyfb?rNyE?8 zIw(tGY~)yzuG{(rKo7UR?$pq}5^mS{(xn*OJb6b*_oM;u*8aiAfNH<77{1!iR9N`B zO{Xuj@y;Kov>MhQVKq~VA5{2bKUxlluGQ>=M4g60ZEZ^TaQp0hV!p{JvF)`2ulOpi zFx8LUCT8(gqc6$9aaag?Xc;G~K8%l`4~AkT@ftxc(A9Qrj)mFRA>^8jpvvLNT_9F0 zW?0%8XzSc6r5>KF`z~oCsh3lL>oV8L!VwKJ$<2N-O0e2$XlAo=ey$w$NP{Wv6X$Pv zMRwkTkl#{J)QtA`w=cpO?rXmwtm(!E9Y_?N=NsnlVh z{1hvDTKgzUY+@!(7np2Y&Dv#y71LWKV#$+i2!i??boluo+AdogruI%5ACfy-)S>JufprH zC`eaB3>d8dFlDq2W?tD6qP|4tl=^quKk!!_l_=ihUSPLyXaZf>-2;$SpYv>7^nqhz$@w>%WL$n|HqHhC65!`*N_+*`;P(=Qj zv{)m{AnJ2X(y^#J^I4hK($6E?sZBz)ng)%|mOfUcguO?K-O}RjCig_2iRJf^DEGZz zt8NB(qAl=Ww9(p$ntLiHyaYQT#GN34fd{YiyU>D4Gibl_r?lLm_|&VAy$eO1ZY#5= z8kD@8JR1~FlX`>u!bew$DOwI0itq~!78iHJGX(|~KqhhnUqa)QDSVRgt8+ncD#ivs zn)nCX2Y0LB2tQm5x(}HS4ND%6U9@*FzC!8-4;G%)vX>ecMV(eVdL(h4UCM8JqdJs{ z8>cJ<1l+N6gDPEDgq+i+W(v%POZAB*eZK5DXaqnrW&v6xJnlC4y{(o2&&@i$E{Dsg zt8K@RNTB{DU;WqmK^u=Ai{%~elO#yzMDNy~(8tWhBVCN!un)XuHiOF`c@4Cn$q*kK z2zj+`5a2rCO2@0MsC`tGoJ~C%(+x0b;6h7+;(7{7{FcR$hL^px1J56MdZ-a%YKFX_q^);_{M=V^ z#vicomt~h9SBsm-i_6>G8){Q|larT`n1YS2zIntV^CIR(c$cs~`^W=Sno_4ryX({m zXza@M)ez&*N;US%uD$9CF?aumIu?55(^U~RpU9C=)QOw8xm9C+J$>#?N5S=_yeAyD z-S2k`cHd)y&ny+ms75Q-W@zN4Gp@abLY}NYZB*(j+{l|a9oCsa>|g!>g`@jVUr+j( z=Gk~veJ#&C_mG*gsgdj7zn7V}U!8h)AaHUmXyZyV3ZjDc{!!Mc1p;h~&KT7zQ6Z`E zRy1#JJa5jHz5cXxaw}mf+L&D94fR?ZKIg}cOv1r;G$MTr3$>$X*MjfowyNU9A;0f8 zKCxU+Jj@bac+%oDe{*b4u30DZaq;f!0 zAQ3DW7obojzbCx7A3vHnx8!)UaaRyEl3+-{`UI#DN+s2F$?QcDDf|*|kJx6S3XhXe zEv)gqIF~?C)GG+_@1%AyNv~N3LilR!hCaTMu`&8$ zZzJM&3(4^2mQU|3i%|`}i2hcps|ZnkdABF>ULqu%Ok^oXwh=Q#-==}>^Z|QS6I3qT z2O5zgXokA`-1jL!{_YZ?FTaNBdcz%ph1k!<;Y_Dq5C;zzFFkc%F7{>Du^L1VyAj6d zAzxa``@H}aD*g-_hcM)ta4vC_zn>-&@Y%U&k|jG^>K zcD~B&7$kV&(;6bGqwm3~pI=db6=tAVWS(}NiiEy8YC4!j$fT_Qv<1%+?sx36|CYY$ zJ?7VeOwGqLPsHL=z{i>fI0Bp`vSOt9L)&>8cu59i{CR=FB?5rUb=W5)yVIQeXPE~P z2U^?tYRZ$5f`#vlX^oA1Z&9|N8kHOOYzX^lGcp#BMr6<-yZSgI!qK8~{WRDN-|lNC zl#`7to6^9ScjrE81V~t4j2zMeQr$-#VEl51_Ceic#6HgvFHvOGrt-p;@1~X_PxB0P z;S}0NGpV7yZd=^-Xzb+3`DlS!`$4LW!{?yR_W4AE!XS|B1V;h`FAm@Y!8>XbjCuh* z3Ob65Q)hE~g!`ZmQ=6S$O!0hs&%dxpUCk0fJ)801dl_8;7RqP%lMbqVziHL@9Kcz* zYH==c`xl650vf1U=0NcFP^@3>B~klGyoiwD0NeQB(GR|;l!x<|uA?fsxKKahRn%ls zK0bfWoAmxZv%Oz#YhCFaDBy5#a43NSb9WU$2Dl3@`QiqXfUmFcNO`%JOus(v&dl>N zSmoD^Bu-UQw=qtsV)u_Ky|c4)r9TU<&j^vM-O1twb!q=k?tm_d9(qlfJt(CqgEC@= zAgcd0=>wy23pnrnoi#x#L>!NhGk38am;WLmyrv++ZJ zAxc$=`mg(AoWFd;93M)75SbMB=yO*8JasEHD+nxQK-C)!%A1!W*K{({%1#VkeK@Q7 zoRsX1ZmJ%Ft6b&h6sSyl%1DcxoP6JlJ2lQ>u=Cqtdc&W%ocI$HkCS@t?APTH3lgzm zn1On_{P7fXEbCTgPVG<24>2Hk$0eRRRvvfYFqrcJ11oQfo;I&9C;TOO+q8g{x_hoa zC(%uUV5>r^|>KSRzrM#Dry*0f)XlR*7d*O8p=8M zt^Bu|+R~S`3auGb(Or6``?T~OVt|g3SjmNW-N!)n`~$;6cuXXGrv-{13+tMvg+i1b zE2)AE^Ri;uCYn5$JCBFR59AlshyrhDlwB2gtQ1d}2RHgbm-$-YCCiB-IY=F;sZYcJ zG#AGyi0*Iri&1veJgI?VnVa`3i9vFd5{$EY7?Em}0!3crEox4frw$Lh?)Qz9_q2v; z;h%tF39xPdm?r&tMjdhq2>HeOC8ckxO!|MP2-|I>{a%tpyW^*0^qYe4dWp*}Rfi{& z(!fDD-v*$rh#n~pp5Q!d_S@%8bSw4n10_ojXJChq{&^;SbV@AU$un`(-qclQcL0? z7xPO%$||3SlEB`n3xwG8U#tn`ZBPmMtTGaexk>dOG_wtKD9lI*F5y{sLS(ovZ%KVG zo&n4-?pW@S)GfjcdR%@!UVe?jT%JM^uitO$9wVqaQqQ zW>{@#sCk3ew`>^4JQ|$|I)!iLL6^d|h>0Cb`ZLssV{uuD&QCW=pOlHuZzk5enNj}5 zB39XVodGKk*anp5Z_pTtYBXQH^>dwDnb}9Y_j}X!hLtuHpydpT^M1i_5ZD)+ zw^JV+{aO0?@YZCx1@WQ@nk3+?8-4uyBOxqWCBu^m;3^$EHI%@$Cyj7c@0|UI>#@Gy z_mHAiH^Z%5+!`~iEQ+ky z_EO(t?b#~?ji&r%pdy_1hG)VUC zWZB}v8Avf+)V2)Bnjhx_T#Opij=XFL($wcv4uzJ!owd=ek5_J(^{3sQe22IMD#B33 z#x>?M)sDi#?Z$#)Vg@HPz^EZFOw?bFjoSM%ATi5M@UWeaQkdXoAKELpb>3MRb8qK} z5En?x1_W)N92sO0vL)TL0jxC+3& z?Ska=$L}iB%<_2eX)h3tZ?_s=etGdK?1ZH>>;iT%82SR&9%yX)6Rue`VT-wrSvm0t zf*$$he2X+mCU-LcZ(y#k2!WBQrMka2BxK-+MGQ_XUK;!=!rC|fAT%t7GlXuCgP z27L9W;a3q)ecowciIJC0R&hSL3In*2j7#5?QCrkN8r9c7Km9c+%-_yeP(5*o;r4eE zSK9l`6e!49EEC(kGW7Q(c@%Y-7j|rhE>N>h7)4hy-%J2GQ28-^y>|blAo3kEdUi^7 zE2o!%#4wHP&O9xsdj<_eyhID&fI7iz-`}Ca(uXqefDLp9cd}XTQSi(@2&|n4XQ*}o zUUwi|Xitlsam{z5F1-Fs^t)%z*X;x2h^}$hzBo{k>)djm}v2&S-GXoPWW|UgR=V zV&k64%RXPKz*-iX42%5#EUw!rV_KZIoUC&*IxHcsI8xVYfdY_PtSfSY)T0OsPJMG) zP!*kSflv#DFbWEJzzx8EmbA;fGwikMzVv`JIT0+kf*`FD*dkJo_R=6vXTou~K9;bJYhx zaMPd7G4Cccz-R%bM{&RRpnamCiVr*aMVQVHe6&xS25l$MKSG28*$ssjRNfUO1;yyh z#^L%?vQReB>~tP4P^6kJa%=U8c=Fn_{Ac$qh5A0%i5S$xzUxqwHk%zpRZi)}wkF{> z9iC*At%wAVj^(8qClS)nsacJ<_K>Kc%WhSu#r&v6O?Le=m$3k$)|>xeGE^82&zW>W z<8tuWJ|Ze9e)@}{7ZB!WU^Qyo7_>!n1cL@&bwZT9>#kEP#kz=JFxJ%w8;)TK;RJFS zh!#M^;FhRtLBou z2{Eh>VbI4aD}fb@TM*^3eZAMfR`cbPJ#6Gq$EhQ#0J zlITyV)A}RP7X8XgdFPRw1~Kd|=(atceT%hRZ8ilLvsnD)OfJw3lfd+VA4{1ArQ%J4 zUvX!o(70NqjuGle27536;nMV#JhU*vDCtpsT1rjUmrZBxz6|A`BSe^iLyK+V`mgx` z2N$ltd-&iySAI`0iuB_} zYSWS0ur=`#!Z#CLPVvo@+OJSOE0&!EWr2~p$wrCPYD=k<#fxU*}; zw=IaknW5U@J0pV#=bu_+El}eZrc*cgUGh1UXf%bjqORp8U3C3Cfd97*DQ()C0BbI3 z%7w>i{Eop}bNgV>Q9<@+twBajj($xnL!GnCb16&Vxhrv#lTjZ=j8JXf(;nLF3u}hu zRV`e2T>uEIu3BM-zcdal@jJwbh-8(WTsN-yJMF;H!trE76$4sOlK;9Ti%Rh+YMR}Fkyxwra7dL_obbdr- zfrRHboUC?vHecU?dQ7smFk?tmd-eSHHW~~YtsE%DEFQR$+`IiJT3NBl(S(T;(vT}P zA1xW{ek{K`t@oB;b|$%5o&N>Y6La7v8umTN<$8o{qw-Z!IxuIuz8>NeSRX6JGTZjl>c@xdsL(Mn3X+B zCDP>ubTlpINlzeT5X2eXIO=!Qs)XDkP>=XbgbTV_|8HY-3qXbZ{EtlBo<0cp9dJmC zbXWy2WE2F~eqr3p1F?nVnJ~HE2TE_|A$O{+m%>4QnnE(I~DxhLwIN?lZ zEVB5?2zx9QROun*Oc@li=l%C2cp(2;`G;j$X}!EoKzBf^@R+j{XJ6r`+z1Iqv37|~ z?0kOaj*YcxSv}(3e=heF^)GVMgvZDFA_$9oKq1zSEb9$Kt)180u zC_qv_0vzoC7y|tG%46t7!e>xs)!T>S=(z&nDoe$6*Is(4XXJ_3WwCx}M=;ydj0C0* zP@%U##5JSB1R6TYS<57>*mV21|G~jb*vl!AHmFZR%^PfREL7oIUZZX|U~Y)~A9sY_ z=?B%+Ao~UEo`qW?C^sGl$>YC4EqVbbC{@7V*rKMdPh(_cCaj*iK@_wAMc_dRe#f$wpE4sjz!kMXoK^V|+uw6DRFDu)1GJ2frqp%ycPBC84(E)$hT$rWp$HcnBmYW;w+I8u0&>$P}spRowwIfqPLP8uG9q#dc0$0!r9^H?Aoa(iZ zo^!R+EZ=vEac@XNr_Oopw&mWV4m6amTK-&IacPl*AlEEA*?nbWD zjl*6$>uvsTOwOsp9RSK#)g@m&-1SD@d{oOizoL7SB$Dw>Vc}g>Ridj`uf}C(#{!W6 z0FQ8^)``cNUd!sm7T(cr#2hN^s%4vkWXWGHPRHy)66g##!U^)wsl;Dikll#`>FWF` zcxgNo=C-2tr}_vGz#uopg7=O`XO4Pb3iZw_4?xssFkk)1SR^?z@A+lnxGqi6|M$C~ zuvY(B6K%jV^RZXGWCi34eyMq1!13PzbW?qqn6`_D@7}bkbAz&u6XC`m?%W9fPs#iS zmdo^l-+T{uYQVvCnwh_T{W_7C z$uSqrfe0Ong6Wa*u!l3N^t_N8;E2#p8)gas?>MJ!YWlB& zLtWfwr;vK1(v}d?UpBISkw{}%T*ohGUX`7iK?1jZK;@EG;dO04jE~Z8l+r&lhpgQK z%t91FzX&>CEQ8udLmRdn_cA%TTQNpLLSjU_Kwot4$5g8*Ui44L2MG@?8~K{)=Gv2gt-M@Pr)Io%y< zb!V(J#f}4N%;ujL29JicTm)ISTsmtWzM%ZKaWD-cW?rL3!1ojGB#gNI4+SjWS7VWx z^XO}`-rx0y`y0mGc2y&{Qj3B&YzZ`{_a1& z*}DDg9-6IdYl2v0IW95YZ9vpVtzmO7Lh64{)A90`1Ol!=Wg`+F>bR47$^eQ%{_}g& zHtP@u5PB{{DX$j&AtB%X9z&-oO5tWQpy+ zhT!~5Tjc+B9L_KE6bLo`@7JLSX%M^o`})@bT>0+Y<+tN?jy=$0bW1! z#`!3~38!-ofpkpb-daKS^kjd!*wiHMlQ*?bVKn~{kF*uq_Y1fL;6H?SsVqeGNhSdi9~Q;{RLbpfTYJ_BZNhA@&k9r-xv%}O+`e} z2`z$_uI~&5z=j2%Yte^9>q3R|wXRYv|VAPQZ=abtJHXJ3q)A1Y7R$X)aPLI9M zZ&Q7dVfV&ZtX4qF;`v?9Ck92Pa0z);sz59QZ1TX}sS0aflIp)NaaiH@ZJ;~gwhKIc z0+)}d1zl{wt3RU#gq7{?p&ibv%Ca8oNg_udMVW9PbEMprtMn=>6R|( z4%u{yv~+`XZMsWZLFq2=L=nGF$-h=wuf(Uea zp3(0a(a9)+K_9VO|<`BgI5Tv4C{KIP}5QIYiG@ku^S<`^oe{GI+TNnesS z`W;GatzK+MZCE;KAjz;wD1RCom{xDBjS;;wTHnJNf5j>~YR3cuOMhlD&sUys=7vAh$FT;ShgIvRc ztlmH$l6xJ!emr(>3a#O#0QK$8Q|suAd8sgLGmCciu;54O?sd%Ym9f#$H`CKPEJX21 zgX*9P0an$PBKZVkSk3LKnun?TunMe=V^E#I`m&Ky>^}C2w#F4hfcjcg!%KiWypH$% zc3%P=P#w|TbfYTxgkm-10QY?kEdcZ3$XR)HSYkAKipjDE_XFi7fu_j(O8EVwf_`k8}Qo#}|K z?}rI{{l_1YlLv}On*f(3@y&Pairwge@r0t+ELSM^=|7+T> zAT&SU6maqK^XHb8VNzR(jY~N|+TepbbEIOfS8coMI+fsCHoyy2)6}HPq(}oJvf|2j zdv=_(BY#dy|IVj_Nq$=wZ=d1v(yf$Oan zReENo3dKZTnF{0G0NH*%0))UG|1B?BcPAEg4rOE(cJ?lyo0M-j7EotZAYcYwX${~x zesciCpA`c8bNM#(ZuBg|5xF0RE8xaB)j5t6aZ}CRTS8wC+WbCD9mOQ6YiZFJg4ENW zJ3f;0i^2ZeI>V{%x2udH2Q=Ot=j`W=l_` zB5W48%e8>oJ0Gg+^iJPByt=w7s;B^)fj|5Sm;YBeK=LEiKHFH*Y{B=NCieq?D;J;b zWne_G#jeX)kBleI$Y?sZ1uvOC@DND|AMEDtPKg0hkkB|xhF$JWTUQy1JvhmiYT(SW za{dIgprefgI{3@e12@5Of1`yo4k8tDNefWIT`67bdi!$aVqa4nKDkD6Ox9SuJY^*t zwpMi6^gxFZmnf^!nMkXHr>unnkr`!LdL@IJLvfGg5kkN}`Fmjoy= z`)niLHrA>~@@0MIG7BvT1!_B*{sinJPkl`hXA?2$RR@%VRNH0J4Y%0yisj6J2KT+K$$DMX*C8(Ebf(*O zx)S^S;(y9a3g zNh4YHIe=i9?Kca*j`(|mloHqdO@<={@6W`NnunYona}fm*u+`=P{~WPx~iiHcM3a! zCXNoi|6#SVY25BtzkPs?lV*zhpxIY&QC8?ecOCZG#M?23j337Y=~Vz%=bnRMc!_2+ zf=sI(4Jd^NCZG(tI-OPq_<&@t+a+iVwuo)^`Z@};m((QoDe>t?jBGnAdQiWac;KAZ zSIEN7YIh0`-UDH0%YPUeoeZS$YR;24%ZhXT)>@xbe~UX6sL%FgC8M=jiS>~gR(&`#m7)I(+Xd-O7p z7=7V7pVwZJLdX*7Q8$o!TmExwW9FjVdun(l#9;B3GZuivw>!26m0kz>y>;5#<@Yg7 zYEb9L#mng9smV{DII!*6Zo}htnN4E!1)J+8ULsQZSLPBz#DwYMgQb-xCJ(**l$qZz)`jY^SnyZ_x zRr~A>A{0a9=LZ16JG_3EYT!1np)%O4XK?f;i%;( zBf+{!@u;+k=CBW=Y5#}4x6(oZQjGRp`0XS8u$8VtPDr3xqc3JN8SLrUsr7mtdvA9| z5-=^;_*c!#^-;rbO^4LgcUy8hItYeP5I{~C`Yt}#g1kESQg`;%3GJ(4*xC+O)Z&3c z5mf@WzOO$>=i@C=da23x{$W{Q69bXVf15rYcv@FH_+!3AZ`v_RbsOJf0L%L1KepFY zGUyl%!q(5&hp?W16tWtPJ+`iQ>f2`aOQWsc{Bfg~d>3Fz>7#oy3GfvkMFUh@`qt>( z=~pWfnrsTA)9HTNlWyq&BdxH;)jy1rZ^K(eR8=ds^2_s%8NA`Clj? zP6yQzjr^APtcX};Z90wHp*WBXpqZR1e)=fnc)W}~@Dtqk{8mgHPi1>!_tA*1R4K1^ z_I$+Wfz(-J_(L+`t~2enH!X6@x)(0M>k?55pgVo?!5ybDUm#ll$GAZjX{l5mk9{yx z4NluzAwO}Z{g7ORt%k+2Kw%Q62;oWOiGIg$=*?pyfOH}y{Mv0{u|d#h7l;9?pwhnBA%8h(V0EiUVb5wFd5|#kVtBuF?k@NOoslO0 zoPk2f`@3!L)#8-So|EsR2*S8ezx2LcHY*2StTp+tLoeeItYrYZa0rutx!-=2o;F#u zojX~@qM$^Pd`c`^xt_jg_iz7icGqNS!Zj$K>@PI}N@}r1c3`VZ9odn;3FEp#KtS%3 zyyid9wUrr)%ggY2NFy?U<1pvUzj|?+eEmz-j>GqY9VR@3W5o|tCUIXk;>@)Boq=B9 znR@D{?w_YdBy~>G!&%U~hC{CaGD`IuuR{peROI213|uBDI%5oYlvM8^_%3zReQuSs z5q%ftXr!Xp?`%l0xXt z6&2EFZ)v?*heWD#j@2E?uP{^$OWHa7L(dA-fUO(q@b712IKXm_B$T*58|b@R&?NJ= zjxT#K!3V@?46;ylr_aT?eu7|hy`JKKQeP=G`SvjHz(W{+Kq`I)pY1j?v=eshvTBa3 zVQ3{9Z)A7!~KPPmw`QmKzKmm0be$$qUmuH6bkX}~K zH)!M}s0wI{oGK)|23jd~PQaBJ2FO0kXZ-@jY0(+f{LxD_#q-YLsMGnkVzk3;;Q`2P z9Y^TfN1g|DNfv{!yf6E_*iUXA&nd%Cg$}-(hVl`1n}&w>fhGwd;o;GJeeKaAVkum! zF(2Bxb3s8xw>Ox}gO|GR)HIThy=_b?>pUw+hif4~1QQ&seF1{F#-Ef`3z*jP4>K={y?f|TS@0)(U*_;F{p=C6$x}8@61W+R8I$khqJ)Nu%Gx@RA#l=#AV4T z_y+9{z;P^j_eL2AbaXxG=>*{@JKw}2*mV8Wmr^5(5>uvx#7*`s8h?9d&98VTtoXZV zoQy)DreK@JrZ^UK#4 zP_p5lC^9U+S- z*H>K|m=dRCJvX#{;iZYhpXFz`fB5LP=&SVKK9ow!!%$4H6Sd`{`_PtY&+C6$qD>t# zXq}|skQ_3H73hf@?PJrhR2|gPNUh(I|2&M8xC`} z>!~1#kmrK}Rg7n#*#tP!s{Qn*pavsnKQ@E~0&9q1{zVFJQFN|s*!kEXI-Yk}x-DFK zexhr$H8dq55=@%<>tbgM*K0#8%3@=1N^Is#Eg!?kcJ{+j!+Z*dmZ8UH2#Fgh|3++1 z2q|U7B~8I6+-JMQ9rRL}O2)r1p5?XXkxxUpFa6Rz{<8SJ^!RJ0rYgA{H^JfQ?A7uw z-MDg{ILZrA$|>%!%TB-6Zvexka}ZJwQOC}=7_D;B9JZEy_^WWN!qO!a&ibX{uf5SX zu%~CO&>Vr~iHB#iTj?fpEkc+N+T0!1!qnWwpl*hR)hO5@q_ngnYPzPhv^=?UL{L=H zrpeLtklB|((jTvNMwn_DPIh0@T}^~DUo*Ishk1Taw2$fXBfSeQ8P+<*`kGs{!TiEK z=$(KDRr~qg-E-I7XJ2okATC zwMys&%`=d3E%Q_^LCbF~!wnlO?H9z5%pm$Xj5mK8xde7CnhbDb_q5?CYQ4|ScK(s0 zlaY?zkEVW$2*Pb?m%*Fq5lX~xv=+_6M{)m>4$d~ra-CW3D@iX0$?kXlSBp@ALP_z71X9G`l@ zfZmp&j)F!lkJ<3=NE8XgLnF^8NJtLGOIiDU$TWY87?RmdOAM;D{CY@`%n*oABQ#Pp zGN5wf?y#}Td?;AXM3{xSrhK~_2C;*mpSyIkjqXj_f5uGUTBwUE@mQRWIsc5c!%q+l z+OHQ1PCe^i^Uctk@?xAD7Vj$F8+}2!)y20wyV>J~fv4>R7vkztbSyMZpK$jw7(z9C zTDc+14QkwHLF-IvXteg_P!v^K0x8U}0DH@wlQVi75#ARLw&$h` zl|yk=5d$mltk5-{i(wk=&tOf~y=8S6^7q|4yJYZ3Vq*0_+pkHCfp%Bd|M2+)&KTevErF=<%|F47WR zm+wmK1xv+Egwq2W(NMi5*S#S!XIuIHBfMO0$dc6gc!l}wc7I`^^W*c{6Y)Kop4_4% z8fmL1M5T_sn;*vF&R*EWPVj3`f{|XD)*5xh+DUV0z>l$H3`aUrO@0tBb zzKE0V55qOIiGD5;fNK_%aiI;ZOf&n(FMj45PlSFZ7qg*Q*uH27&Q6}e;A;CV^N~d(T zK+3|Y9Tq@oS5 zKvFN<=m!=Z^9JxO(~CSfQ9!=77sm{Gsn@7GzU;m>SxT>r#)+alZB5i+p#U6{-QnWf zPtT2v?QS(Kz9~oU1+-T0 z9)Lp-u-voaw19%J=0@qit=WK^jv!+|x^=qsM6iOa&hI#TtW%O-zZLy%eS|j8l__-p z#Bo-~>bFo6*UWBq^W$BYqAl%92GQv9-DZkr!M^F+Noa)9-EFo3D_(%tyd55I-EQ?A%X?+8nldD?YWW1;At9sqLsBD*9 zdm<9l&iMh7VUd2vL9tcW)>CZ~Qq$e2p9PRC+&8@^z1p7JE&1&jQdb?ix@~%K)48h( zInr5C53GL$sopqH`+7vFjpU!#w0kxXV# ztDyFku!fz0nbG_T4fAdoV9F?-Vx&#FN-u`UD42bzrdw&hoTe0y^k92tNrZhZ&hBhI z8KJ9njr)BeGYQa-2H>0Jb}nLr4VkbHrU!M>Gd8ovlI}{f9}TG}I+oU?J^E>-QO~sC z#D#e=4LfXDX4Sz6w&J5Nya15xe{7lwa$Vm{kB>3s*Rl^gql#?D#7nR)V&lfcBOP2UZ2;4quf<1?sa>!Q3Y&8mZU<5|I{pr)tV!(MSu@aa_!_gYtN z?pgney&9ZNyn5s?a4GO^^IB`^oDehCWBWv-fis2Ughc_jw)^-)$)V|5W3Okq$`!`f zxF8uF&8}Gs=kC|QnuRS*3VhLhq0t6*3rjq+7C8}UQBvlPgH~aE_>-Iu!Y!JsH_Gy= zRFdbCpLYoX1Z`dwhi17W3q$n=3|m@oH=y9d+a}YudDzJ2L;*0a2PS|D>F1xUW zAJxj`g@yHUoLP%jZVK%|%lNzfIn`~e+V}22lY!M=!B;y%9iHKI1jsP{{obDFpq|7A zl(So%V%Y=aLMj0Q#5NE@1}zEkKs&4iH5GaIi)8b7lVRq7gjP!fVTTiK7x_ojJvpl> zr}W=z(qe&TxI#mbU%C{A%^>V%w+2N=tT#?ID-k%Y6|+wQqkdrI4R} zE@omi?#;Tkb}g_&j{VU3uIf6ww8sheu~y!N7YS5J4e-hXAn#9H3cRj%Z-dp=iyt2t zVuH`tZ!TsJ1AJCH`)p8qrqmZ+n)4Z1SF>)Yj?J5t1hwKpJ+?N!3RvI%#X?+HdYfEX95CnW#}RQC|J&iqR`2qF5(ZdrLj8QB=FyPTL3)}wx0Lic=?=P*w6rYm zLNKYT&w3(N>!ieDfnUF+@nTe_kHl2zq6g0O&*x)`0LKU3nOLeYgvBPd18~Q4zx(1g zmIT+d#&$AP=2SBg>&p6i&e9P)QXD~+i+g{Me?lmr9oSK4>U_etK&o#qEEA_1NugR_ zdeaOv3IJ-G?ei&I(VvdZp^ylT=kkn6xA*67Zg7;wqqgh`boa}W% z)>|7%pbd%c)APE)78{jjy31VgI@Iqbv`eciT^^XTne_flTrqF^eJHQJebx>HSroa7 zCgVvuEB!B(hDo5%nw_Fhp)P81j6DMMk&Do~WW6W+O>mK8ecqijj*!aw^+^5)m!Q?;~B(ES>~S} z5zkBRq`5D|&Bw5xdX3a}&7i|ZZ$%^3$Nbjf1!RpT9l&9>b0u_;j44E_RapoWLX71{ zRf*h@PF`%z9%gvBIF2_{-e22NiJ{P#v;$K{Za9mB z;Dz>wx=bC3C7@*@n=TwzcfWEZM#h@zdqH$%=}GxO;Nem;?_~5EAsY~YV-y|mFF0q4 zJ_fM^+vQ&v18AtA1ZaPw$Us8XQg#Oi@(Aa|H;-97o$~@dZB~SQ^c&+>i>>uEz*WDr z@6sukHB!Y6t-#K$5JBNvB0Vo>jBAg!wi6CX-JNlS<>%8pbWWx2eVcoy4s(4VTe);& zsK67abl&aq*>JW<*SKlH-Nbj!uysD_ghLL1WL>;8IQy&Lta}&Bq@75hb7OXu^u8zl-{t{G8T;ZN8>-w#XjbCC9Qt8*^DdYt{I1}kEM@F zT<71{oC|h+;A&s)fF(>ki5R3y*)veBOt4Q$(4mf`Y*eLff~um(1V~ZZ>{dz|o;A-} zUJ=tz4~O;#!DN-Kx#@hvUU7>GhgS>|yM9?DHmGgIau47Zeq8E$HeVG`3YSCSp%W`Q zP?C|(Ar5vADic>!`2DpH_Oc^Q#Hz~_ygZn|>|P(ksu&+YNcR}zt&Iq0MWz1uwbA&{ zciBPMimS_UgbG3LD1Gi?zipCWmh@O%Y%s3B!lB!{_LnAVee+vntC%O3Y_P89h!DtDa}SiF(Dt8!&eF};KGPmSzNL0(+GN{A zj=9=&QlF!E_<8#)AV!yp#+kxE1M4%%>?u-_e^WR+qhfr#3spq(iFK@7SalX)??L*TGF9qgc%6ky3$a z7ljw-fv3gaZcF)0O#cG)+v@jK!eYj{_gNyx&YaECJLilFFKVcVRwsp9=?wyaa{D#! zBT?EsBv3DFvboH7XUSXmkJ-TFuDb_1h2p`Wsl!hfFKeAX*PUyxs`Z_=wn^*yr}JU*CUQOyfF$QVraIz-R&oU5w-SDX5*?~4l!Tk3{4&;pk|E`PMK ze6GA)Iy@;|_5T3&ZXNJNFKad=AlPo=;8>5a{g?PWwrZM--qN>O+ulql|Y>>UsNJuX+v z>!>j_ch+!C6Q6^hy|5VK?hU2+-is1An2!>x$vt5%Srn(>Y`tJYVP41XHAjs|qNR!c z326ZUr=w9&-z9C)s-oh25@ZnsoT<-EHw6;x#Xf}*8EGygf9bX`I9K(cYbXIBKkB6P zWni=>01}pvkNb)XswF*p?z2X}6t%nyc8$?nQqmL3$tvt8+C&e;0544Hvd|xWp*EgHOK~<$6(e9&2Wut~N=l+EOd7`i9Cv z>f~BReQg>Z^I(SvGRP`ya!rXGcV_ELCaeAUV@S_=FOdBRXH@-Pj1lY`jhg&z>M$Ir zG$H_UYCEDHlYFT?qc28UspZ@0v^Nk$)H{&!sZQjPZpAX>>8ugpLpj(r4TWnevu=f;7&mf9b-%>=y!AxaO4#_KwD0CB9su;(dQ9 zycE08xkeSFj@~0OQYbFo80DW#Eo~k$=tXc`-CGPn?XP6%Jk%j3t8%^jK^t=tGgADY zQ=*Vqd2pb`C4W({`yxjWPZ#$%S1iZ5bAvvUb&o@0Dt$1TF|wo_Hpo1%`L|^4Y!^r= zSOSnA*aitz6b@@lRV`Uwh5AC9ea&Z@u`DS_psx!GL;#1eNy|H}TI?cBFOmD!`y2Za z-D|cp#VX!|-o7nd&bZUuTsmYw43kMoQ`cQ}!{)%LR;KibU{d{;aF34?4?%7Dx~NHw z3H0%{yOpx9+oOJ|-mWXZg_cap#TycbSG4yu8#4^Vw@3f>xdvhv`pRsS%6QR$l}po} z;2+h$x^07+94_WMk|OGBv#?#z!FzFyGO2ZgwVV+LY*DL71`17Iy?PN}c}vROy!BKJeyv+drLAI4SfoUrKyQq>TTGbHNQ=u42k3 z_bMm$Yj-TLB~^aMGzn7CiJSFuEr6lp^%q#4wBAA(aFL{w3jbU{$zp@M&UR-!D^-sGS%Gl1{)H=4P{F=;Z7ot9RfdZp9I2`u z0%KP~)RTkuhXZ%W!}S^8r^aYbG4+9aF=@Ux#I!TMYN}+Sf{RfOQ$LmxZ?MFiqfhM5 zm0!!NCci2otF75@Ip=l>13-5t5Cw!?)1+$^MhcJ2?wy|;DO#y_$4Nt}x?RkZFI@?p zzJ2LAjJ@_km+_pqCA#XQ?FHa^d2QYx$-OkuhHb>T7VH>NvJP+;mBiMDv->}&WV$P! zxSfP?{-m4za5W;|T1B{|TXwGdj1Q9>S~T97YK$QT!L*pSCGVm4v`)J7r7Qb>RC_VB zAf)5rmU-=+Mf`ARntY-7e-c=O`v@P-=J?OmtW6yf2%ASP^z@TLDNax1x@w%C@yaFQ zCXSkp{*Khcq&0kOm(KS9N8hoyfbCK9@#gkl*8Y#KB*i|kv;;EwYFSKsR>T!|nf8D- zicNdWUY|x{W7fm`shvMxH&U^}E^pvHV(%R1RB30#-&P`V`3!|kHvV>ZsPo4HKsz_T z5?@LeMSUhIWOiUf&+i;#ZJ0*ra3&irC!NC4-mTc}{ndPSpF{{!jb)uU+J%whBT(mw z1!in9tg{g5<(WNF*JBzq--R{cK^IZ&mGmg^?F~3Z=>HNg@Zsi&ll*$n*!fSbgAKUX zp2m#Sy(N?WcuU2W)LR)!w~=ycmQjQ{deWa!riUCf_0($#EOXrJQgx~Q1!sEhLbwG1 zbE1?8dzs$GqCp)FcyZz6DvqO*8Gr;IPFEYn&x2(p{8R=UG2p(XhU@DMCy?8X?Oxj~ z_rbN-ln5(ITmca9DtXX(g-r?tbpBJxmn3PTP5>FC5%WHLX%*-23cm;%0=Q#2M^*wa zNDKGPr@7vxC^%XlcXXUR3&%*g0g_xAIw?0CzupFg&ruD?|I;taog)M0W?A~4gQ=PW zj^gX%sJ}dab|yHJczIzabKE)W;DheDBy`@gNNxDBAH=5_OiClx3V5V0O?G_zVA0ro zG@O`B47Y>U)N`M%4{gB%!@OT`44=!cQN3Fie{aR7Vx!&w-LYecxY;gxe zOhY|Q{yhZ(=CW3DT}^exsJE9pvEC^AFNCgv4; zNJB`I-TxUAr?It1hn#7!n6o{qYCk5N3cq<1C^m?H9}stLm+&g8dZ%IH{u9-}N$CA= zgJ_|EI5;@gf>S?D+->l?m?~G$LlhJg#?0PctI&%AnX#`MWYE4V33VV9;}2Xp=H}8q z2Dz6ZPIaHqriTQ033$p@+;k@2DchB7ZCTifFuXE-rW}8KPcuZ$xRsDsRtB0FqG17v z&wxe@@HzwpX{=8)?Q!7W1>RU}VS+bR{>_qNO$%~z9ss3)eZ#}D{{EuL*|#Q6QYh2= zY_#XfV!CnAxwXXxD`t=7)U2XUt3O^WP3~aZmTtz%LP{Hf716N!$ zkauQo%LNBPk2q*dq&0uRTwE8d$4E{En#k&I`38++Eoggtn{G~u&~6@&W0$=!2m1ZG zxv8nE=lK0&nh2GWPHF)V7fVAk{#Q~c-D8;S9kZe5Ab}LP4X?Ti(nh{^aF*Wt>}Qy?$$no8H6H8$a=$@ z?rrY72uVrF*(Ogm1dlgR4K{L>xc0Qy0_aL3tcQt#F_Gb2zS+vg`pE zi0mItBH-XL-^cdoytiyv+-P{~ijCJ_4bPdxa6jiTN~Hr;!>72E+X>%mK2qSIRj$v< zKYc0|^Vy89^ZDnC1YVEXHB;Z0v4wf{DH-)VBhh87jPCUP8XG{ZlQ4JEUmUcwFD`7* zad52X6l23Eh|#L(Uw>4S)%og%O=txnk?L;Lyhn}@MDkNo*^_&1(Ox!`w|^1;nAjbS z#8N|hJ0dDb*Jy#?NuuBqays_$hDLRrcsmi^zcn!hJXK3IO-iV|5Lx5#dqc9O zaqgs^3QU58Pm--)6hmV8TGt!o`=2GQG4v{TaPZq5s`ejwiUazkd7JA`M9-U4CFvWe zpo+V#+=SGYHS{b>Unai0YjS~LZ27+k$FfO@ZRd>Il~634ZUIf z~9_Ea<4JVS?G2k&$uB0OKzm1?yXL8^LEhJG#Q4K0^p_>U#0Zo@l4_` zvx<~vKpca3eS*Ul-o0sjet!^>8_2rw6aiVUjKQ%jtEJXON{Q(kw%)^byhNc65E?-9 zH0T;l(HjjrUi|Yk3-Mr}@6&-bcc(dNImOS1yTgM^N0vh|fAXUU1HuH(>Zoq>>Vlek z0DX**cnEMBm{;qS75_Dli|BPM2K!UTYnM;ySg@e-(&+WBM>OeV)oH$x7ja>Vat z`LdNcE;iQO#s)PYAi&1aajFyYnY_vWr?}_NJuLnB{y#;=A*@_5aSai0vZO>OsIX#o903k*%Aift(BGZ@%t7dtQN2sG2SN;zcm_N&bwI zzJ4lI4?P>t*~Nv$>(>xKkYfRWCj!_BMSHY`VA8c`ZA*($P;v6X);NdJ!?dz8c1tjL z=U@letq66SZ`%hOQd`cJLfPnY0s{hC4gy#@Ev!hAELKerDxA2tkhlFQR#)}~{yxcE zW5-snZpT?phWdydQc?Aq@)gzSOq%o&V^aHG`)g6VYN79)3W5 z53ieBd~_yR8;W1vfp}J;%f{&yGY3)}u67GQKuNy?>S0gLTc01Do-U{)=9#NBl%U9o zw%}vDpGF+QMB0VIK;!PRjP@Vi$hH~|Qam`8xi=4XZ-yDP)Iy~Sa<`lK-Ec!yk^x-2 zB?*L_!4IyE_b5jDOoTTEzg|yGd|i(cxECe3v6-{)>_r86?DNnZKx#J#K(rxp#kQef zF!^%79yi_L8H`@OcmMkDWVhSkA;d(d_agyE4*>;#zJxHuZvOKf<05AK=cDQXM*Z{k zNg?*+pU(&IRsa5JTAcgX{r<<-X%JKX^NGIu|8sDpUw04q`OziUx*5^_0zL&973qo> HrosOYF$OiQ literal 0 HcmV?d00001 diff --git a/tutorials/synthetic-retrieval-evaluation/imgs/3.PNG b/tutorials/synthetic-retrieval-evaluation/imgs/3.PNG new file mode 100644 index 0000000000000000000000000000000000000000..77e0e2138a310e3ba8cca63fa5f2c2bd2978a93d GIT binary patch literal 100338 zcmd43WmuHm`aX;biXg(k&?!R<-Cfe%CEZd2(x8N*DBU65Eg&#-NtbkophJVi&^`Yf z-Osc4e)jL<`{A7f54k;H-D|DuT34LsxeQiQk;TFw!9YPl!IGDg(m+8$4M0J;YleOw z_!p6Q(pSJ=cU(1OB~Z$S$ToooRBLf%aTJt_NX#oUG~oH+OF2DP6qLsuw}0;RI2Br= zpdj<)rNp(ojDMv)@JgMGzfta|OHt;XwOq#0K&N>!Aoh?HHx=dKW1OZZs2@?4s*89h ziP*dAdhgFyhC3|0Y^yO`Wv%b~9`kwe^3zoOs$>jC8@$Q1R?-%oYu?7+(Y`WT`T0jv1y!+JN2>aXun zPzdkH;QamcCKLsN{`b>Y={F$Mzn^|k|9|$nr!LnQ#}o}7J0z&$IKbCRKxG{1U6j;& zx6|}C*QLKM(Jdc~XVRrY54io3Tl=8zijKm5@D_yn1~aE@cRx5y^(c|eBtMjpO~cxn z-rdd3t*E(~{P$0zyWFvLeLD0|fNzB?+Ev=>ejCnRQ_Fk6!U#X8!hPapiJv++I82O< zNhm8TPt457VPRq2&H`0D3Nyr2{Le3{6HBBDwLkjn7XwuneY8KSZunGxRNe1K`SYFt zD%v5Cfq{Y5P;WgXKll!NVf|JkBmcWomhWi&K2PV1G0Xji#v9UK(Xl{>eKmLe7xhSk>B z>ybR2ot@Rv(Rq$o!T!DPsP$#V#l=u2CdCM<_2YnvBX+<5VM>4_{Rr5XPf=ZLVu5BX z%%Ui$susk=#8A-t{p)4bU4&TUV`GIdnAXjp01YrZ8CJmIUW!jhjQZfN*Dt<6$;;2z zaCUZ%#1s3MjpyLePy71%ICWQ~bG*~2s!h57nqcPwIy|;Pu-@Q5Hp>_)$iWdE5)#r7 z_MblrtOXc9R)F-WyuAFuisRlCHq%|mzkYIz3D_Ne!r$vO{j(@k z@mFZT7O&q0hG0bx`^#O+Z{J`D9G9(3TU;fh^062o{Z!4kx zHOXAv|Nl<1Gd?Wy!-xC5AdUp1`mCV(YmW+x!_w^FfR}Dr#O$jZSfX{{2eoNgc*4_cbYxFO^{HV)Bxb zk}S~)gU@<))`gz7%c`XB66VOZ5(HI7r;p?89ysDT2y1I=iwow$L+2yrNAxav|83LM zL3E9WpBY26?i%Rn$>ZbWb9$S_$H$Ay6!DrllNP<#N%@xjlvCTuIp18V+QHVAAvcBj9Wj3jn!a=&KJ}5l`tg*5(69Fg-fU)lub91JR&An`uJRA;-i*OnxYW{CcVSx zd;Tg`M~K6fv$_YrnP4eaBPmCrWN~<1Gylz*VcYs6M@`+GZLQY)FzH=nPGyrNsqcmm z#@0vvni(QEFE?KUOZBxJ_}_jzWRB__kQV}p?@X``#B%@{k#bXMckdFhU@y&&>pn{|tM z{AJboa%Y2=kH0!t6b({s!)um#Ejv1imwzA2z}~AnC}khGh{aRGUOMN-%)DB%CBS+t zm*E9d6BidxBwi^-i_y8d)&>pHsX04y&|0GEGow;n1JQGv^PQ>S2`j$;f=oXuyrya* zKgusn=}an}>ulj?$a9(to_VOK$kT58+M=qiKZi5={2q!SmNiEJtP2!5(%aXURjlds zjGLdz*X}z~sK3A8WlqY23cfca&(=dsYFS@jzd~92-5i9nsr%|x12_5Pq^oXZ)nYEo z%q;8&??7+wml@!t^3(Lzvy!4b=VAZ{vARjEN@Uy zbUTQ{s1&n4-C|@UE5qN&w-ItwttylXL zy-MUlt>ZbRB%VmNuCA^=b#Y9KL` z6(iHSn*CK?E$$DS(NR}duf*}}4zPvhVR%?cxkM9_lRH!>i#@ywv~g8zZO-X+37gSR zn6q>G@xps?Jb7_ps>~9#2$P}MHn;P z4kBknYrPzR6?S)z@YN^M_<4W3tF@W7tLf}eP2=)EWz8BvQ3kS7)|Be74&g-6cIg!`=UF5mjn$C!L#19F>+37zyC zu2lg^Wo*~H(MZO!xVFLPL?&_qcwS%44OXYp`D$p?R;JLNy(k&Kb7^JZlHxKiI4;Na zJL*s$K0v7>8G4S2=*4%B7vB4kOR*-iT4NBtL}t@>NW7F&y5)JD+}_>}<>ApLNGlW7 zki=Iavo>UQ8SU-Lsa;Y4j31Vn{(eQDHvsrpwsm4s3K_IvYCwi7tEw1y zc@vs^#Hyd6ensDsf4Qq4>VS`fLluf)-Q*&w1+N()5ns?*c)kEc{t2N?2aA$>EP%Cp z>Q7g@?irKzOy;*0`zhO_Rq1AwPc9;}e9U5Q&Ry4xq!C z*6qRxfbY8;vVeghj!ceK#^IS#MB)iwCUoY9RT8(g5H=dRya6x>x$4S_&a4wtzo0Q)BtncEHr>MgpRqETrddbb5lb%t zqqyB%dB-w<0Skr9OW3128wgZ_+>DM~4GSL-I%XA)T~Bz|YcKLHJhNls4e$aN&He0) z52xZ~A)7>piEh`66J^8SM*9s z!yrDlxY7D1d>H3dEll7MZ6K$IQM}g|+an|>~ay4hoM@EFwo|3X0=j-L!X~B4XY)%64y!2yMApev5G9zER9DZ)ds9mno z^_ODj};?e|2%|EOlcmMqCnDiPxJYXp56?05Bd{D2Q)~pb2yc# zKLJnoc;Bx`83|y%O!jGuW}_gZn#LCM--q0*M49d;CY6>BS9jw+BtKB`|Jbfr zqiJQ3k1)POf!O?j*Syq%1X+a2rlj>5NxhC;$~;743hQdv?9HfA#;}@hF;@6<+W2ak{=>W)ljY4aheW$B??dppedyH(zw^@(uwK z`MJ*RsiP)0N)X-KB1P{i%BiwkF+BHxJ>atH-3xzJBq&HF^sCc(KaV2e~fA)gTppwFqHqc(G^%x^ETGCMrv{N?}E*Q*eGS2rsbh)A;=lxi*YEXb}KD5^)JFa-##quM|TM+k4X9NBi z(8QRYB#2hX*6E;x`tiDk$9HeN&)aV=xhT34mT>5>vPAlZLx~n`5;sE<<}hTUEQrLL zJoMBp?m7g&j?t063g)yQmal3Q3tgysIF$3j3*%S7*OU#LH6L5%S=@hw84|%{K}IR{ zs*oDm8^x=}Foophu#TC_;k=TaY&ndqs`}84r*ouWjV9?`6e}i4beSmkq5#{v@XVUf zW3WCfoVQC%NmS3ZurOFQ0_#_E-Pd9#w%lG^?75T!M)HAlmg(g$li4Ng0ry!QF=g2U zW1^{AABiGbTuNiN<_pk+%3s?WC6Oa@y_bE8M>*OK z^}HM{EYL|31s3zajim;P=yjv6(QX8JPSQnhFVc6 zRy)x+A^P@z_~zH2ccHbS0X1}@v@tXE45e#zWPMy;n3kJ6B)@zAT$1VaBrjcvfN~pZ~p2bv!w!Rn6FU zC5pi6x9viIvIo>1lm7kpZj<-+b&pVPzJ*zT;Ci@S4Nkl&kt^3RD zBzlb=W_8?Vi^_6P=X&qjkX`-P>o!=Cgj4Y0I>Y?2JzR_z$kn_t)?=Y7iM2{9KU=)4 zOd%eFKwl04fR%{f{l)#T%$ttwl8I`<@uE~|7$e+K9p)oQ(=l`WRd>*rbA9X}$VB65 z+kF9Y2WU;o$KPhFOayg0cXw$#L+I#J9{Rh{ER)ycz(js9gsbPJ!+0-F-Jre%@!Yg> zT&7>X{?38FY*8!j%=je{5}f9-AXG;#HY(z#ak@{5C`={!PeMs@`nb;Z=AzG-X?4@c zDnWL?Puz7FRr*Py@s6S_=Tf2&S*5`Egx+o7*q2zPRYth+?pYkDWT>=wD;8$+D3VCO z1JJzx%7#Z4&~Ho(H9nNS6kLn^VIrCfjv3z_!KpAESpHZWjL+7fJvL6?_k%v$I43*flJMNJLEYIkbs^fB9jIA| z#B2BhSWOz`x|AQfF(%e}`AbJ!6gNjPT?)PKkn!}B4#iE0{O%-h$%7U=iL{71Bm zqA1hUv<@We-i_x?^C(ct)IuN)b05)P-7skP0KsJ2jo&rj@N4ysMl)jZ2B;2!SZS#U zDLgi3$Nyz#7A*FInN-*sZw4?g^UAv-(+F)SQol>lOzti5AYEWn6 z5I(O=tjP`IT;c`i`8pdx*Q=o@6>Ku}rVb;U(ff1p2Y1u@^^~NQo$nc|&HZ-BJdj)3 z)?Dbui(L(%(&0>FGgP5fu6V~8_b~)BaSK|&`X=Hzkoo#Fp%n*2?uNU_4dZ`A%t{q; zNieyBf20SUD1EKsnvvuEdnR{Eo!ByC)==vm+kOySHmhKfTe&oz`!bY|_oeDp%I&fJ zNqse(0mbt!8-#DevK*_EA2qD(FEVAzj8+)PdDb_ctuX`n zK94W3U3~v##YB^g)V>j!XZN<`7Z0)MFc-IyS0u%hE-0K$cx5O zPmwWgz<~LpL6;%dt9nDMB>Z%%=lA;4Kw7MRT*i{aOgqW~7(HJ)ets=5MFa~|o>$k<-@H>r)lgks%;Il*wV1fPn9A^ z&OfkitlLqGAc}rUQ|gX-m8bwxu)zH2=uQR!TXT*JP!r zf9#(J>V!NZynmf4iiPB%)uza{pMFqFO2qb(QmZatO7=Q>O8UDZsLQ|-Bt~?0u2;Qo zV|7+;qdc)!n90%a73l{wsbN&}#Nv9@E!@+{)=sAr(*80bF&oKb*}~G`GnV>u|8P-3 zB>BOxf#^mZJX*ZK<@tEip-DknuxiMmZ5D#U_n)5cUK8BzTV)(>zLD|dz1g(ogiH7 zgP=>H9m3YtllKMCs*_)DmIEHLo#YDmnZ##Ul_CA3RM*1pl=rkX25Z+oANzUa*=7AY z)uU6DDucP!PgVN;?{Z>h3>_X#vfGA~l;z4F9eQugQ23Ik`mt$ecy=L2IRua3mN=u$vosPiA14bKn#cM!Rd)!1*=sSH0M08~N-(4rC_QDE4UZXKy!V zSJBCK^h(D6XlH?gQN?m2AHp!NGU+hOne?6Hlr4nmG(mUdQt_}0Lmv+@T_)vRv!pBa z_U0|LZYwNu1eXzO3SYA^wnVL6Dy_eIm$yL-u zE3Go{qgvk-byjtOpoTXf;p24#25ASh^-0`GUX#RS%n}YqEOYqRo0odvH4ts1joAo` zQHFIHa+)D;D=w_y=4)iRO&`wnzSo8DMMj(^C6%Zqu6LfwM-Vrv#&t4FIMr~j{KSkp z&1J-QdAvR@XAFE^sSVMO2S>K)$@-(o)Nq&Lpgbocv0BeL=cQ9d zs#V}BLSf7Vf!RQO8Dmr^sypQ2-(2}d0^X$9NNpZkzpR-j`W0V!#b(wAp9J&;^qPjKDNJE*DbopfV?Ps#(L-NNT_3rwH_IG;Ttj zVEn}~sW~E%i07BS@}0AUHf2lxBL!KWKw0qsTKBRv6(j2bFDrJQYJpXjXP?oxGQ(96 z`7}d=8($ceQ0RR7l*~xTmqw|j7^vS*`>{8Vn4c+^wC}}M6w%+zu)~YWFJnwV!Y#s_Wmx!4pn@ls6?nViVMd z$c;|u$$)6*3+ot$yh5$c`XOuy7kU%d*`Lnu;qywzShw55Abz-|;Z3UGZ6tk2X}pVU zYM?k@v^6|*g0)t5S0s9srnX5ScxaV1D`FtufT07uG7WHaY=~T2pu5W?NTFD`-=El# zyIr>xi^DsO)nq5Pe~KGO94R`o3yPywLYt;rZh|qqp$qT)>28qj>PN!j4BE1*S|NiR zk!o+D+2@Qxt@nGtJ;mp}*u3|Eyq?8d#UQ~R@Qck6^EI)!J_bn#RPKZ!AJOwXÍ zo0_0p&XptElF1kMqScMYqQP+g>gjq#2{o?vGSfft8Q@iv@ zL^z^n%tgM_I(NewlcZgF_Z^7a4KPD<7?rfG>s=u85g|Fh`l@f|*%615=^n#9BY=Kg za&r$uITqO}wu&W~(fWbl0WviJLuY)Q16$MZ+z*tK(Xal(&pV?x6mmsEW^naNxKs_Z zM_Xgn%=@hj=KmTa0l;uys%uTBt3HgsEK~rmTCoJXJp+r_Ly*)VNjsbzA}0Gqa)y+- z-;%jt^tRN}@xL;65X1cv1z9;!LzZk=t7ffFOrpOXXu;t5Hb8Ao=Sj?EWI0}`jtc4Z z05Y0LIPe0pee*GOD+6f3kZPwq!TBm%R`_V-NK$Io#E3C7MvgCxW9?48{S19u?ST3V z03#qkn^3UZWiF_zya&H&4Vhoe&F&^*vo~6a8dfMQ29Dqn88gRZ3>Aiv15CN?v z8Lz_}>!iB=ptC}eAk9U?qfxP45aNj4LG=?&?fr6_pA5om8g8?^b1B@xxJ)O(Ee_Ee zmlXKJrSandkAnjI46g9v)P73m4a!$8DHYBz74Ycawz%@g_9wgn-+mtN0*z^m=UmB3 zERWHVtT9aNSXz+kqRh-!?BPqA6{LFf*|j7FU(mcUfvMIXk z&uFjK;FZM2n7duR54!AA``qzP*GZR(Jb@TR_}?*V)E+gSyK7YT4qqthekhE6v5cQS%%j8k=Ws++ntBpfkAlKS{Rz8<2I5R88AFN`wU&%& zFtP}9i94NpWYoM}0}KtUoca~x=nEta@uW2w)B2NSNpmQ20^f?oj(Y;pUrhZ+2Ke+; zlsfz^$kHEZ(E;$&uU?&C-u1dw8ptOSKyb<{Mfd|&^c|C0QGcE#ow6Z!;byl5&AG=A zn+KX;HMg?A^1@)$r-vV4R2zPdfdqNb2(yJ;ER8aQh8H|tl=KZ^(f^nM=pqrlv%r*r zdVFAS06_m7L6j+lYZ7H)i6IHx0HjAit3#2HKUx`OqG78E6K136^NN%RNH{C859k$Y~?>%p?> zXJ?FO=_`pFQd2z#?s1?AnwV!QmY%fDQV9IT?$bIIcfx}{$nI#_bjs=_J|jrp$qB*@ zAfYelwb`+1L13eXNCLF$!fjuj4@jK|A`8JX?$7}1U})HLkDaql01r{DWInowDVBpb zdsuXCp4SwK$(ZiawvA3~yr&4%6KVv;zChpvJpCmqq%faFH+i8+jjeT9_Rdn?FMSgM zji7K@*h z+NZ%0l=c_ZY$I7vF!2P^{PdN)ci)N zP1?Swm_^aCtBH1Zk2;tK{6ilS^pnSwx9cWj;XJh9;%u#c;I0Y2fuf{iEar3I=tb@1 zV&wni4ZtADmU^+ku=tMfXY*T8P~c(3H`_QPLb*QekJ6*Z%&QX_dz`LupiZK);#R4O z)kZ1t4CS|hOt!v9_gr*2ZoXmOYgJXx6Z+gO7)EsohwS_?iuw6MHiCwqe>$$NJlhMkNjM4f90PU>M?d;-;WAk$|W=>U?!Rg4EP+9*L zeQoL|$-X1+C!WgXExyUtKitH=Ayc29QH{y)e{Q8$ZOkE>qBQQsqf!jyJ3~kZ(+Ys0m&wr(}Y97IpeOXrqD zaiOQIk1i^pZx(ZU$CM`)Y}uJE@5)5^=7q=t0G5~8M&%mn!GM8WiUm?8#hfCm%KOk( z7aj^nQfBgiELKi-F-k$5f&6TCEdnRyDC(D6j(+M;DoCyFmFqU10xkTZl%5C4x!%wY!(IUo0<-J|o_`oEWLkbMbBhExv z&@B&bg1KSq>8;Ul>0kJ~AM`~0x&F`nB;vK-n!|)b@CfDi2}%g^TEOLd8$z06Yc$ajr{?^$C4Ez3wD}&Sw?)6+ zg|^h7R^`P0c6?#;kCY~hG0boqVOpJ61A%_)XTH*%%R~o3uca2&AO%~WLoafmTPCsN zmH<@K%Y{G#`HL0sMEmCl#q78-TO^Rtb_#KL82nTsk**N^PpEI;P@o>7R`Qx z3#4jKy@$WPUC`xy`lvL*OYO)hx?6YR!T;7A*Bk*v#!NYtJZUGPaBKSoO&H{-ZN0Li z!m*k6q>poNDU51gh&uY3?}BE<8bG)r-Jm-n>JtytJW46+AAD!VT_D`_nlh}P688tF zDN>Qs1y^p{F`8E=v(~nYP2O%Ry&wg7d179m7(_cqd=to)yI^u4L{oE{Wo2{-hGcxx zgF!b4E}%bB;8hDx4~P9VJLk%6O1zXBpfido%Thm&9w1Wbfe>PHNe+OgzW~CD|GvP@ zqSrFkT!TAP;QRNFQb4&sL^&GV2z@E8p$_3`PmOJz`gw-i6?sPiG;<}ceAdq-Tj0h7 zAK^&~RD`cFSS}39u3hM?%b*K;S;H1LtZ)wFlayBgxXt})yR_C)Nja5Y{igBdPlLNlI#PcxOxFvHG)wNL(PE|VOi(-Zw@`_objOy(g4v!)zF~r|hTFNgR2`0ba|ZSjfu&SjjTx14B!*jMy1w*T(H zxo{vsp*flD+JHY6fOVSW!Fq$#6%N@yvWIg8xO?_WT;47MyOwjTj;$tf?w7Q}>zOd% zu$=h*Dh%F#da^A-43u5bw2+`YnTN_go6fHWuWOHX)A!u)@0@T3xNKcXD_sWwy)$)f z#5#j%#p-Jtqa(>|stYHCo+D1+IGJ0S-xUwm zxn>*xZwUdI@WwEUD^py5S>D}l`U+g8=->LLlC{1a)_Zo2r zQq@P{<`O<3yAh6$j8tGc2rn&(yde=64)}a*j^z-3Nk~5If`>T4*irP81pjafM*64Y zGCuCF=3Yxf(vc6RD)(v2cKWh~_K2~D7EMNMosQ%t4LaxA-_u%v)nm+8(;#{Qko2vc_iI(Vl>`$6 z6pw7jSHTsUvzP$NJ`OOXh9oie)c*7rmGrAB9`w@D%^Vkg>UFAF04F#S{CO58vxV?9q-GogW zD`<~LO#q_B74bNUNy1;zdG)eO0HF*(TC#{eZtpT?yO0EZ@DXIT6~UVF5dU)X z_qPrgfU`q1r3DX-!O>CNcI->CmyH>szR5$W z0{0#cCUNzce{)ZXQXTL&Nxs2puD&VYKAcE&;H3__6kpsDsyN7m!oJ%mpM7@|^`|A5 z^9@f3yorQ%Q^t1HnixMmAe6lfvw$S!Y|FO`K1D=^dP&CPF6f-n*v^27_t3a%jEN z=yYsspn-vb@`!qRYHEoPSz^R1p)C_*O(h08x)0_S7I`zwKS0jRtYvt3czI`rpJn#< zTZM~d<-?DD9;T6?bwUCrHmE2Va>)g9W$+Na)I9BSr65cBSUTd1ro=^ZS*OxVV&9iz zUsxkcWl#~Y%}xv_fp%+$6(blgT-AkRLzx46+?rZcWtBOOqgW<_*aIsx8aZ4Muj4C| zDnywBbe=f?U^}wgnP_V^g53+*H4}{H$tadmy6sl{{w@2w3qV}2!ZQ~d*!A4}UpmH- z1-8vEURVxg1;vz7bNEW_{>Wut5^d22BO7ruva19Xp-nTAG+*(gsjsY~mHghWo%u@c ze$y<62y{)b&-ccFa?A2tuNO4jaH>MQgx}|B(kNHsKAjnsyX^JrLCS2$J^@o_^ z$H5vUd(V0%*f0CXCfKW0a8&oam&Z-UEyX^_39g=@sOuv&-i)l0HJI&3XM7Qshoz1^!fYZb)Hxdc88 zg2En^_ej4Ix3HOpMlRl#m<$j(e1*NH!-$3YzUk@d-Np~n@w<7_;$pvEWoUyu`|5te zlct{|lwQRE4Mk8Z+dz+fI28q=Lukxu^1Q!p<=F6Xz7n4E3EJ|uuR4L&luX7g3mgZ^ z{U)1Ub~bCB(Kl-MTVkdoqvmcU2x$64?+*_vn)xxR#7}0u*OBOlBmMtwqj$>T{Os`jGr#fbt_n z2P=REs6VJX+i}`{mC;50nAL=XS(H`wTfQNV@|K z(7E7^H`9tmwTzmyB8EfoWdU^2clGst1F4_)z(#CT#u&3$OSV7=fInz}ZHnMYKuaz8 z0u?bQE*uzK;I%JNE_`gxUlYmpA`BPpa>r$Sms|24(r`O$H^!iA1R%b!x zR@DbUdov57aVIj=K9Ibnz1EJ5wlm#7|lxp7tg>R9(oric(nNDg_!566U zJU!|ft9Ry-&iJ)!@-+qnnd=*ex;I)i^(Q$LJ}LJL1di%ui0sYFpIr{^ z4qT}+IH&L2ch12Yu!yU}L_lt5Cg5N#c_e0OXdIK{!+T5pOCe0=tWc}n62@bGWCVGM zP+vAgWgk=DP~^S2ijOm1hFr8Itz^`GN){Xl+nW#qJW0l9ka%JD*nUWXz- zELk&~Z6F#`$|>CcLrlrzP`}bRpfk@~o~@E@)np3Kgm;V~7nWUI!!5v*BKx^Q-V%#Q{Ng`E&_L{WKOzzTHo2{9`J}V!BCmwpC2sh`rw5kQ z--4O<7GV&CZ9jf61F5(=;Fbmpv2g~T=>ZtieI=Re2MK*8+dlYlgd>*sf{-TIe?v66 zKT77eTJM7lntZRef|drzzs{iQQ(hAaym}W-#rjzo&m=c9fCuPXv?8Df3a>-wRtlfA zC^&kN+e3x`-0_y906-Zqo{R@Lun&Baj_P<6-cC19>sfo{9%Io!if z+)SQy!ty||O>k}crNU`hx8b>u$Tk292p0Jb0t}k#85xOQgL3LSq`0*!K`?Sjg#w{^ ztJBjbaS_VXAPwMk-y}e_`p>Pput3$zuE==?7T+6z z|1eR1(FMqmww&DfeFYuDyn|}GMPwdmS6*fm)fI%mP53!Zes z3p~Uzp87yXK~RUav(UR=zb1bK#@c^R-8QkXcal?`(OVvkvq1p+`=r|b0`4vBb3jiNiC9g6~b8i=|4PL$_8mWTD>0T^PF)g}2n|JytP zBx%ipYm`jX9oB=|PSM$TsEY)tT3rAuiKhfH^T)A8KvM)M3g|nLi88aUZ~MCE%l$nZ zU^Mmo2yQ&B;i&arw$yO68&XsNO1q?v<%I((3wC2@zX5Jo?ISXZuIOjZaS4G}t!2Z9 z>R(S+=d>j6kctD84=~|BG;pSoJYG?j#lFnoq7;9YA_ zd#-jy7NCd$=6)+6O2zz}-~}?UI>83On0Fi8?{F84K33Pw?wzNj*QTI=^|_tv(*u&u zXxW8juwKo)SBc*rLG24GRO!$q2m7n#ICWS3>GmH}K`cUY0ExjUHeiS>k5!#g`fjg$ z+&#IS2!Pn3kFAvos=O78jC$I~05<$q;a0;P;5Be!Wo7}b+u*7%nKor`P{|G-JtYP3 z1^~apZXozoeZM?|K)XiqWT0#Cny>V?im%s0M$J(Yy)@(s4@l=qERs07P4@7ysEpoQ z#lX^r+C^iw3F*RlZ1_NXzTAP5UwVXWUki9|#V3m^);5~oOg3H&$!aZ$?mszvL4}ZLGowuboO(NZ1{npwp<$<6 z4}NPH`+x#uFi`kl*hKnuOhJ^%qC&BqBIN{_WKs0S^5g+P3?l*UH#Z|*;Q7~j*7Am) z_`QN_I6r^Fc@{J^JC|dE^4~iGlXjb>5R4LxkFfNS1CHRTy2QOePxUaSC21kN8|lW_ z^nBP>ETHqb-Pyv-Cm~JaOWD4CPC?U)^G=W$;JN}35Uo)w&UGh<6w~En0rb~jU15@= z{$cx5GcKXVA=T8_rL2+c;|33bUzoeoSBJV|#X+w(4R>AOX}cG%&F=q0U-r2}XqMY8 zF1WoT^rWCg`BH)4uPGSl}`IFQLYZd?>Kh?BB=%|PBk?!q?5wcEdx*HJOGFi^TYL(JWd&=Iy zk8_oCXw-Wv&iSK8rT<7i4M@ZvrHIFuCIKlg(1S(=$C*FHj%_8lm-v~p=jIlgt&*!h z-=|R{zIl?-P^slyk1*+Vc1REhMDc{&FX735OQ1C%MKDC>YL% zI)mM44q4Q>^RVjVNT8|D2zjK(qQi(+l8!=}LWTp+S4-03G~AN`^*a$|5haoMR2~MM z0kJq5)+qJVd}NJuCkkse=1oT}R$2b(b@7qbQ36}BgE2%=CG56l>-)?*Fk zA0W)&(IF!wzveFbx5LDJa9U(62B9Ikmcm4-O=LFbr& zvRjMw;M+Ru>#z4!dsd(KmmS6vs_}LU%RIyvbve@C?$QTj19TB@I3_akdxpDsXat0XY_;t0H2$;d&8juQnxcc?Kiza=2B%Sq$!6oo>dC zm}p4#Ioh5%FKIwA&IS>x6xWY!m_mhbSibsT9Z41sAytk7jj%kh z?uK$!7?9jBVX)20lP4Njn#C|-fFs}2+e%JI#_1B8`h0NbXDD?X7i)ftXUU6^@ZlPJ zN7e76-Mklh=C;d<93XVn$92IRJm8|qnBn=x`$s|th{O=2e#)Y!IhmxJHdAEYRu>18 zp$Dg;(N%AzLfiSJz?v+COjhcjKVE&H0+ok%x4!x)TVvEPMi+9enZ57--h;M9N;=%x z1(n1^+FCM%@Jid+gKEc}NZbQl8|V<8NszpQbU0tA2Wol)Y4KDeLa3ut?6uL0B)-z% zmW(FNrQDDNOMw8nVQ_ND6c{LzM~|PSOK5pMF)6zT6J2`}!up-QK+%|BPkRE)hH+M4 zd*a=3YJiU*1uhU!O_t9BWy6cpA?IW7Ur6;j{=~`J#NN@!qDkuwxwS_CRK!ZFLzcTX zgfYAR4ASIPRc5ropU-H(1uc9@4ls*JL#w{ja6ZWh<^iCYi=C~?J1@H60ctToMU1lk z=kDHZ+3GMGy+vE5u<8;fsZ4D|=OXM<%Ss14B?B`Tv^L5<3|s*7p# zUuoSyxo)Lo&qY%@XlX=K=m9AtygZX~#~uo_ z?r9)EzxMR-u1rc(x9r=cf@X$c4WBME09>FixR8!}0oj9jZg`zA_ZJF4hO>Mt7}hA^ z&c3Se9JiPY_G1R!sCJYE(~m(`A;XIv6~+-VfCPd~w%%5Z&}4r$F@u6?5Q*kWBBGMDRGhUBw!j+-Vj^C7?fm#VrS zy&tc&1YnT?Am`L3VUMuE*n0Q8d@P}^2U;;^0OrMaN!Ib{0?ow>M>k3RyuHuUi57WQ z@k02-3e~87N*+JE7n|8oz7dyxtY`s^nhuaJuZHpq#&Dz&ppw?u=_D^BdDNd?Czvyy z1eurmW1avVG;sIog)OQPLB$ub9UcJ9;7Z;(jW3%{S``B@f@>Y{kiFE4mEKXarspK( z#a5v*DE1s*AHZ05IQ9lj& zbZK|G4(j>vdPKGJvXyOGW}9ux9Totx6asEF*xiup$}T|Q3Wq`$-=8Wbl z+6n@a8%;UHI?%~^3&tU8xJh1zmb8RX?Y@p>jEu29r~;ao`?R{0vClQDHiRHjO^(5@ zKZ#;+^As#xwaU*gXXJhs^#2ZV$NwLlFvV<#=2swCWT{Fx#nMG79PuX^;Uk2A;)||4 z*#y+}7@O}D5X?UqTLeVG-?P2?w<=D=fvbG<%`d0|!KHc4edS|)zs_BVga}Onu}0nK zPA&AoE+z7n0=nR}63AYz1##6%{LovJKL?Nr;LAU+N!&pr@R1?Srp%mOZ1|{VEo_0kIFyWa^7gSqKW3Hu)iZVDodV_&v7)*Myml}(?5aPW) zc)DjclY;_o`RT*bu&cD7z1?BKcKy&QO=n*6n$+aO$%>Q@{Cif8*Dm~}%e;aAl_AA$?m&8JN`ZDT*p1hd*g?_j!_aDj zrsMB#;HX>YNc^XZ^j zi~d4uakr)QpTcK9{v_qHgDl^o*cJF_zVw)`t>!NihNcNgf{mTTWN6+6Aehe(2bkmF zb@KSY$adh0(~LSZ#v#iXieUQn6RWBFz2=I>#BBOc3f=-4?z47hGA+g-ZJSu4u8MaY z4x#$1sh?j^{}PTi+hK?oID98~C*npAC7 z$1E|R&luo=;XS+A^9$&=h-gUqcNiNWC`>qhYnYR>YFT@!Pvg2BhMT2*;0iy1)zS6Bo1Q)rm0A(*dgtmZ7($XCs5p8KNG_hoV%`5&MNKM>!TR1sO5Kf6> z7{3*n+}pT15_m^VEZ)5hk>tgT$5b$&_{r0_L8|B#Y9G-w;DSuDi9zX)3n*XN# z7`P)yJ>3E~YC9=V$^!5UTJzoev8Vd~kG;1Fh{EgIM^OP0L_oTcZt0K`fuTXVLmKIB z5D-MVyBm~}4nYNG2OXr2=vvXrSRP zn`-dPbOr}42=*eSR(r}ML{tXU(uOzn$2)!7AJ9{@zh2zhqnNAOl1ZhN#=vY)HZ}fF zr`XEaaqruv`L25ti&R|U=g}S-H-h_%)bXP!zj!#ap=xv#{aQ?Ca_co81)ckdlsDcp z&$EZ`mpK#pd}M@9xbF(fb#kYbSo-Ez5PPsDRBefcPfCf0w=N_@5ye8ow`a^8Es zXZ#@v$~;F_n*tE!pn`XUF|IDp8G-j+p6PD!*fRg+Igf9o=O6Fp;71u!5_kTdqS;{A zOK~X^nyRf?K^4wr4y9*Keuf;RfH<+z8hd{7Ac?i%K3=Yx;C6nMk5bnVgxKi%OrGhZ zCx#!v6~nW5(Rbk)j|;uJoILqCDF$p6~q4i zbVTCEyg@`1Pr7LOJkh5=?HZ+jyw?pMsj}5RFj=xa-j%7YZSJ==I9!wzuE^EE37}qV z3vuOeE1!GC-hLSti7UFefBxL2fTA!>S8etLgGcP=W*yTuj+g&0-kQ+=)-95UQ|3Xs z^T~=OE(GEEJ+3eYCEJwHIS7o)G9rktZSONSIU?3Jw`Hfo)P|MvBfZg zcjwaM7rUaZ>weM&Xdh8j{mOx+lvKhSobecKE5JQG+4@d~Ryb zWLYSIKHT%1&kt`mX9eei2UOarteJz_a;E6Uf|w>f(J9*Ot9FIW0!o4!GAfLVuL}2S z-yXXlbfp7mW_y%$0;p7%l7C^3v!-Yl(1j6vlQ{T`t)Op`l~}8L0F;iKhYK`bCu&Mx zhF%_sC4@d!W?Nx;=aaw?k$O?Q%4<*6c(91QHsjNE=EBD7rYRfj!ua1cg?WJ`BD*{k zF-?}=Cq=PCqHa>GHC8B@%3Z5`$q1)>C+40yRJ3soHab1tOzB8pz3(rN_o6rgc}Vca zZ6@dZ*+kthw~AWM@xSIHCOA-vR$qvc_h%|&1l`ED#cc49WWRvU()L^H=fBy;Lpf=l zn@H3kWW``-A2sbe9%FcQW4bTwpCy=2wTO4(!E6;4A5)L=Pmv{eP|FfgIODv;2O8M0 z?alW5mUgWqP6zK2F?jb*^25)Ft}$Q0)7xgdF{-qlNTj7WK=!lZLy5#3hzSmmiG$bQ zuLWyYw^Igcq)tI{{Vb@|FBewwQOhZc8SprKcB44MO2~W?Ym-*Pl&0zy8lI6LDK-lU zi5hWbzM#=1IpHa`y767wp-K|uyUsH^@ z1Sx8H-CxC$Q7vrNzPR7r#F{zL48q~L1WGf-hQU7boWd!9(8;W&eMma+hK=7w25)V8 zGJ;oqK3N*nn}d9%97)R4`byZ|xaP@Ey_FVU=fssH_vH_>;41r%>yyOWlNNQSWjO=3 zNpz`%C!3k;Zgl02af-DsmjMAOAS>7&?CEvAG*zuNeCO=IK(W+En>qd~6G4!s{gY*R z55%-=E<4tjzwD%w#N-pr;9W3ErPvcn9kc2Z9hxQ#@k`?=0kbzZ;RnV_qNLA1KmfEf zVR4%ZypnNR=RAT}!)81MVIBBO9w4@;di>ebVwLlbHARg zWAMtKTT1YdsJs8)w!V-jGqQ5r&#h&z3aYKio#ZYx7tyFDiET2?iF8w6d;nT-TO2O~ zj(Di)e8^qk1IUu*@1$(L(mofK(^m&+J^`*AM{LZmBe~nd{Xh{nq9#5a$OXr;4P(Bt ztHetDry_w^%;StCj9~lxtq004^_x?CD@AG!)4(i}!8fgqq@sW?-LDwETXX1@xOy58 z#n&Y)xdiHP76f=F4gcGG-C7Fq!DWdV*)A;ESpGtJC`0grN|(&{gFY*FE4!ppK{fwB z$ORV2Ow*nqZKps@&>kGISp9`(p-&U?aPBg!j8&T(-%28uf=N@4dUcMTYMF-})?o@wd~iDc_z zBg8?*b)jIC3!dKd#(r$8k0sMwh#St$W&ii!uSy-B#$g}0Mu+0#+w=^$Mm0eFI12pnMUp+j9erT>TiOsDza?LxqHlb?Yw8onwyr#8V)b z1c8~b4z>l2pDw$m8e~8R$MR`{!vcf4%M)dSjm`(Rwt)#PkvM9l+FFt(D3W=S^Rd~L z_R3FCH>&Z5!v40R6UHA@w>#+8?q$PRc^Ug>GZdIF|EZskD*HE#+OT<^9&e)kRl6u; zFc&CI3^tr)BN~AB08h?j1@zMj$?JX<`GJYi=+q_;4;Z;uDz;oH`LW(+tHKa$%AcE&{X!z%Q!)0}sVZbDP## z3<86bXyNbQ=LN56YO~%&q>7js%n>9<=DtDdFTkO?GNEB)W=4m+v@VN8c=s|Lps2tO z9W?c`=Wniq0017!5fTx}qNb(>qgU-ilT%U(#i1=krw38Hr+nPg<2?fdAvog^O>E$| zQbdjTgrLv@^=So;y1xFOPmowHq91Jn8y!=B;j~HtnvWh37?QNqUpOrQrKYrygwxe| z>4K$DXXW_(9MpyY$ReH~baZrMWMT|@5SDeknV#0(-@h71AbAmH5bLW~H-AL|pa9wM zhH5ip6japFOP2z+29`o)p~25jOS~*BELsXd`F{~_&~&1Rn|}@fDLRxVp3|l2(LqE7 z0ZQOM*iI(MWp}d@Jlo6rW&OZ~^cT8JQbSvt2;d{i0e?-uW(n$Kvf<(AUKaFzSwScy zsDyVw=)xc(1j)?6)&v;^rPrU~=~FDo%crV)FuTrT)<*nB;+Ppd-(xL;S%Oi9>~EdL z>@oYM2~+q{R25%SQ&Z7`onjFvYAX${kYLh()sckO5{tj?d&F>beSNLows|Ll{{DF5 z>xLV#XFkUt$#lADJ_=AI;;f)|$I+Dq$r=c1q2Oi^Z7PdM*jrxDnusGEvGWZdXX`R! z!V(h`E8{FHZ3T|$>~VQ9lV`&fbq%q$cFVRnXzrH|Ff8y9H!s=RG_T{plDLSxNH{1X zd=;Ga*@WGM21KsN(_Mbgs@5uB6Pk&a`!!W0lT)(HDjnGj3e=PQ9qsi$m~S(ATl%>N zN&C1AO2cRK2kVEEX)6b3KCWh0JkJh)sP7wI5EPCqxjBrDVD1d}vT?7MuDyQd{wI|+ z+OsQy#gML%)*RUygI*)7)_QeoOOf?Ba3bgGNlsh&fH+r1w*0CSw;paWr)sU&wwmd}!!k znI+-0V#W{fjr9I=o#^gURWeqh+#i%x@}=c>7|(TOpYci)+%#@ETv}+q*?1^hq|R=Z zZ>G)~*KWExaI(q>%eo6>YjoOm*>&4NVYH2TULB|i^$5Ggj&vfRkBDRS}kd#VqYsg=@3}+oVMD+G|DgTV>c{*yG|`+UjQt zx`e)vkSKEc05NT9S(;91Qf#toiW)zZ+^+i3W6T{NGk{4Ru(v>UDe0@5- zVwxB;k-(tbw;|;Fu(r&?u)0<5VLA-|Iqr9Zj1S~a8oj2U!v2>{tcjj@ zcM0#XD%l(8%%RRv=qDa%DDZKg%F#2_WUkbVgZOY7I2!4lCt2{u0pNWKGrbpF!dpY! z1?7)%TxyU0yU4-5k^41$FxHrvpQfqO_x3oq!XbrxmE)yUh7WTvb+akHTM#!A!U!74 zW9ohp1wVxIEj29h!5iQJFwSN5fZ^Zf2VfMPyL-c!V^0riiM!N1nub?cGTQDDFj(6@ ztZA}xb}MTzc2em=#U_N1-OKFSUuRZ2)%W9xjb~1+E2bfg6}}slU_ucBMG^)EfFuMnit0gr~pB`XDrvRkn`1HT_#KdUibK*`V3C zF+$Ny04j}}Z?p+B>*(?U;_2fS`7{jRGhUu)Q1@G4E6*=cXGPGq!~1F8Htnvgge34H z1Ws_Xo%zN2)gTHI42i*~T)?9n-V?9>wXib#pgMpZ+C1QChSB&0M$*UtBOPb6$F(Q5 z%XE5@#~X-k=_h~W))%?buxy$%001i|rk-4T%aI27esl(N=!aF4)Gyhhv>K+tlAgW$ zB-_8$RnuKe3?po$j39jB4kY=rLB)@xk+?C7J4fu*|G{Mix)oORSjQaI$z(|CF@ss= zM@MHU6q`^X^P@PblTS6+@{I7sYz!K9Nzc#Zeu)5OcI5No;2r(RQBI5VwLWQSo- zDoSzIB$zzT-WM>@2|?-;BQ!{-!Q&kA~?>QZ3&{zucFORce5u z?{#n8cZ-;PI}16oW-bP@tVj4h|KPwP&_9#q%mg_{=xg;Eoxb+=Vnkq4_fSpH&xw{Z zP7y!`Q@b8%&QZ+d%M!mxHo^Rz9L{M^)Ai$L;nrpoCg{H_*IXxD%&unpH)m-S%R#$h zH{rP244*1$Ecc0xFDoLc*6SA77H$i{mZv+IG1H{0d%37;SEOj1#rd9`xlBOf1K{w|{%Gl~FaRJQsW7CBNa=7zdG6rJSP40Z~FHv0d{&xHe6)_A#Zbr0Cg3})PG z$17hdThD%1&3GYFWXCOUhrW^0z{Xb3ix`I~K#kQ(@gil?d9AFKT*POh^IFaFFQ&j> z<+nxFi7zq(^D5#CMx~eE!gvDxLnm*C_2in$it+Zj?eCuZK>QC_@9>w~+_BqF|KDNo znoURLwi)lIa=(Wzh^9lLNa$R-qr7a zovu=L$n04#THGE+1(>6F(P`=UE`0eVZx26$Ik<%`np;h5Iy~VyKd#}ij%JV|)bY2^ z*>}OM;yl$3guDsQ?{!(iBMF!qfKEFV`#Yl1&Gar0;N#7?>G639)6Z;jV)adm4sO4= zL2FL_7pgF^CJp0{VERY`*~|4=t2q|#9=|-H=Aq0N%Y{rl>CnNGB4+s^QYN{R+`W7O z$AiswJFBQ%A**k$BNlV^5XCHkWcy`4a^6r2GV;Df><}dfu1kUh$&qadQTqKtw=wA0 zfd2I2uSzCEHvsx2U%DPi8uiQccyf=&?Q_W!clWA-vKV58JWdygrf$4`sb80PzqpPUG0-?MV5b?4eyMm6(SDGiIkl;Ni=A>)GCU-Ub^a>n6`w+2^%@*2o!IMK&>e) z6|7p#84X#Z(74)4_S`(>dL;Sxc`o!pec6zJ=lXq2}pf{JKp5)<|&z!TC$~m~S3teZW}__d96# zbgq|5D66U&9Z3B&o!XwVl~4A7Ecjs!|9j!69Zs{FN_7IoY!~{GR6Wcpj{}2*9y^b^ z4J!f)+2J8=4@2Ss#{q{?wXZAwIj07aH$`@^Kg%pu;n~xi6ds|Ask5`6FPyHz@J0Np z!ttMqd62+3so>V3JYtwvvQu^Z_?8x9bQRqNO9Eq7(N#_J`(A~N-*j`z&&#Y5cDgw? z{h^n0T9WPkbz{epIi5LZ%ifz<fK}WLW#~ zlT_2xyFA`4F?q)Q5%f7(+*Ti(>_+AME3D3ZJ6&3F7n%3GV7mvBuWDZSRbEJ{n3(g# zXwZ~$zMq_bN^xN2F>AJyO)I)=W!jqBp5m^qxf{<3ukT)7(4RV*xA*Z5N=qA|qzMa% z8Ob-8|8=pyL*H>Qb}vo$r{^aNWDW8x=50!Iu5yVfhmiuAQJ076aYHBWQK6-v0;dxc^grNNH+%L;5Z)FE8=Y+8wXqd@3%0MnN zWjgbW(>RZ!(C?R{lMnViNVrF^g$(uPt%OORikL{xV!6ZmO5ds5u1Df$`Bgp9gp950 z!QwL3``a44WyWN?hYLf<#C$Ivl34BwzIE*~Rf+UmOf&7aAuf3Z-Q61>L;L+(jWYX{ zC!3pXT31?LPRnv7r)#a(q7B#Mq}i~T{_UOZ`iXhRZS1NwihPPGy@2&E@tpa*LE|3l z{bbw?jZFr!7g-fXR@JWl!-q~Hq6x7)sSK`ZX`^qWYj|cfJ9Gripzd~jXRLMmL=681 znhuhVd6Q8RE;`c-?N*OEVTX-`6V+ar-Qi5PAmgV$g-Y&6r_Hde zL)6~lDn%{5VjPxE$Z+CZ`R+tmI0%&UE&r@R^@bB z(b}^X+SlG{9;1tTOQuXCgjH3%n{S)8e$cL;&qJ!c`Gd+!8M}guWrEF^&q|vnFZ5FJ zWxZqWbS^{Fl|Jx5^V75W#%r?c{4-ByeVG{uNBGC=Vk!!(j^>NqG8E=xaH`DxA2tPz z%W&2>=DGkBWj>XPRq#WkTwA0`fBE?bAz*DmM#`jZ)+0^Hk zvIbX9H}IN^9T2k@D7l>3ZIl(BfQ+Fhv`-EzN1Y!%+@HvHh+O>q;ieCFtB=0aOU#m| z^5e<7M;|GQBbI~??V>eQ+}~hTc#7A}UvU?HCCaqFymB+RUA;`0w{J1+zGu2or&Sm6 z!14&3dp~Sy8+HWyNJe7XS`#k4`F_ZK)6;qOHyy>;m2PEq~}*E+DgihF_&6Vvwu3xf&`oekGn-Qx~ zrL#Dv67s9b2vma2d^8{3wg4kFsl<(%SPc5HAqS#gBOa_mMUj3Q0ns=4S881@tYkSa zoZl9mZ?PT+&o_FI$2>!8uuvtw7S6Cga)zD?OE$jQaz`>B&>A-jC zha>|}2A0olG#@QY^NCs!H*!Q}E6iwyk}a2Pus^5%IJ3`8g-)I1oD znz%lmG;-Lr`jg#z@u_+vec#lxvKQZ>Ae4SGxTtK(a?e(n-AC)BM>r*px%z^Wy7Xju z><@pIiC^W(<@{pK)$Gw-ogHkd(ZQDb*%=^DleLiHD|CzCOQc<;nG@9uE2A z3soS$iT;CuD3XMrUlt@TH`?hub|}rt+~hUGdSAzu-EAPT-9zQd;NaM1dVHDXbMbwZ zOL$NJTQ$pJeaclfh#0+`tjtmKEosGg5r z%jY44@FwBuQ>S~{r8=%ULguALdsfOcpo}wxxcFk%MS4**87j&bV)4;~n>@sFVJ8at zC=BJZ-RKw^*Cl%>-zV0BX1fKYeQqlg=n6OSKr#h1F}AmPg6N*Xj=8wzce$}yH=@~c z#q(J1NcS!ITeug5w1PkpKi*IFgw2JX{d1_DYj+En=Wm0q6fByRRB?f`s?6#!kAp=&Lr2++XD7`dUzHHNPzq=w^tM%CnKNYU586Wv{p&cGPzJS2xaH zgyUa1P3e8qR@JzC_Jf}!`sNyHN(qSt-+|W`o{f*qarFFgU*3!|B36)^F?bYp_3GpR zbI8SxMrO#tVN!|SFY{c_kG`|}{yZc$Kc_JhJR9`xqpo`L)@&Pqk&n&A;sWMW*QgF-bnu5ww5 zBf5kalOV9^sz|`WTb{B7tq1lb^W#M+c2~iWHub==8NIr|4UP-iAAI~`w%RAp?U@Ep zqpa>%JScK!{(Y?g#gT^It>1K7jR1ah3`NA`b~d%)P`o(L{&*`6EvlPCoya6zBj=7C zJ`&U8^eFSticL(&%YbEsb|1;F!jio!S~ZEHD-1Eb#%5dF6Mm@YQ#%;mhg|q}9_UY? zjoR5~G$!a!TArt!r;^Z9z_uJb=Y9_S-J9l+guYQr7o2~y_-!Gvu`{b$m85&Sc{iLSI7o9&{Vr~b+I(`<~^5{MNBdHuj;(?k66D<#G{}d;#UJFFF}u1&D;7*|@m)0GS9ku8)1}4Q z3#VW%7PdM2`Dx9V=3tA=5r4itox$(9LXbrW_s4V-8ohrzKT2?DleQ!_ixu;0UeBZD zW$chBt0kYkYzSdlY40x{7Eqz;fh|0P;1N>bRT#LAo8%S1&>k~K(8pN64pi;TFWz3r zXETd4Yd;7(GE*fG@24j+Qf?)x-EjF}BHXJ;EI=Jd23zdyTSp5%8&+!z?WR?6JkusJ z?`D2hn?GxX`(Qs6rr=?z)+fr2uCnald|;3d(l|yR?%foJ08AVLC9dsbdPAFhp|e%u zcykw;o&lj$O`?wF^;y`+cm=BI$BTMM22@Gu&2R+8&VW-U#oWW&$a*N z*1zHpqFU3e3Sj_*M?AJ9Z*gb|PyBm~qpb<08vOI}I)L`Qm-Vb&dhx!o=%DY*Kwluq zY;g>yVVI8926ghmga2c%U=xYQDuR;|kR*}F^=>W0PPAJee9HOPZ4B}(eyDRGIFxel zgiYnOZiyajgomQ6Dta^q|6#j*enIRgaX`|<2OJ2{kQEgd`=sB2seNcjhgXd~E5{D@ zZRY%cFfT=y=A&VypQl;`p1ms>MrY*^`}4oQg#G`Ro{3EDhaRjyq`_y(b6;i+W|06h zh3~+G89}Pb=?U55_Ei6E)C79*Bt@m=epDlo(8mnx@1_#13*kGNBXGBpcx4TTllLcC zs}dR(C%l?x!|G0pR(9XhdmV*KQ!VjT4kyd%sJ|RKVI%)A{Fg?7M_ejcV&3lOV0r}) zhLe!wx@g~s(;8sWEeg(nzT!sENQA}`e4`I4<>&Wjek&zxo4Q!=DE<)Rx$>JBDce7q z^G@adx^lg#!sA`%DJDPb{|*tka8VM`HTQ0X0D#M7kIv|~k3Nb<$pk|k%xP5Lr5WHU zQaDs{%*s)au>b1>MlflSsfkEGUk9tw!)W@%p0R;#&S+Jh+n>#3`PwbfY~%X6yeFbK z?1Z#+($;3@)Q!h|oP4D{8{myB;y%)wcInmjN10}4n?7v&2{t7 zv;j8%!>c?LTpW^ri}U>L^E@iIJ)Cj*Cc@24Rpy?p9{Ev{rQ+Lsk!B_pd46&$b6)Y%2_sUgL-lCTTzY@Q8w3UOD`C?iTcZ{Z%; zuBF3?&Tz+Ug+mub(qUhAR!ION)jjalkV+Fh!_PNJ&(9_x~3I}%YJC%@pBhI)Mr3KjtqhX0WNpMe#^#kr% zg8x)C!QxOT8kcY}Y`hu-G@gX-0Eb&Ki&pn!n2|)pfNkA|F&{GDaW`a4M%^gHQ|Iy7 zcS;87;HXWKJk!golCUX0~D~}y;kdzP`V0A=>mxI7H4e0yA0 zwf8QR^YLwUVMHdfIsdl!v|6AQS_`B+kAfUQ6U#EC=^Xe2t!}!zvHyFxFm|q%SMgXCDMg9yCVZF zZZ3e$185@wtCA+IY2( zeyF6|)RM#mqJ+<_6FI{{K2WXE=2V{QE`J6JOrhFa5(R7bJw8*I-6sy9k?%nHFiS=9 z2B&bgPLk3BQ$ggG}n_Gx@V9G8J$v+l} zpA3JYpDuOJTPWEGJ4Z- z%(PD|?|MOY-S_jU`1zB&d}3DJf-X<5cs3sp?<`MkcHo$CWQE$Y_*(7$rny$&b)+ek zwmrf==g|9?lMOB{?3L6{ML2~75v#Kb5v#Oka~YJHt-o^-ldZ+BdhEmr>6*402qWuk zVJYwz>2xi`7IR-E2QLG}E2hpq4v(E^;5JZK!-&_+XXWjlYSa zS~eLe*v=)kRKOf8=jL9I9%&qT_yNkmQ;6tu3?XsS|CYFfHF9s6KmimSE!$hm2@OiI zLXfC-2M}B#_dvw(KmTb8rhfglPxp!8?HTO9ID*?VMr8TA5ZmGFHak4T!^An@)yJ?T z5N`ZXpRd>3WG>t>$g&!7=Ds*2BuG4oJ~~%2g~kjYffTGqYk4v-E+6l~FPi4NcYL^` zjCwYyz2acsWSuRU65^C&{Q&g7Or!OC(eM9T*GJJ_D;(#SVb%1Swiw%wq~Y`YTAD2c zwf_gHu;O^>x5v}cIK25q1=uMC<^t?Ip^6%j49$vU68!y5M2d~`{O{*t^jKCE&BGQK z7KN-6maZwraF0mD^M7I)@&(#21GJ=w42&eHgtbgro>k3u1K+Ay*l1yhXrjS~?E60y zC9II~w{occhlH&9bgO`@+|rWQJ8hr*hbe*JkmOk*c|lWJ!@h_FlvXLj(c{wD4L$QIC#-JGiGPw)WzwtybC_k(a62$G`#X2XJyA6Wq< zYsxBi44x{SMO@BuD7y$GU&MEGh)GFFrOn;{`!b4I5fmJ3-5H8WutSP&?IOzOH#$0M zrqt8?g!FkPX>wAMtf>sKc&6H2BnZW=!F*cicl2AM#dD9kzOL@2hDMTbFAN4#d-*b! z$MX^SGs%nNt%CVhkA#vEhOL?U2>0!|A4P7PlOyA0Y8!hn$`Y~5B`hBMIe~N$pN3x3 z+kG6A`_%^EM;`vE9g?fit?z@IqOuGgX=h$IJz57TISfjfxo_Se0sOmy%uKTKj~@$H zS1r6aaey;GLwI|d_W@R=jmP!%^}X|yo;)uh5Y%ocw2wupy}jM_{LnfLiA>Bt)7RJ6 z8=v8!d@^g?&1(mv4*$=+i+?#^U+$RPvlvL{-8b6WqM)GIci*yWz+UssyvTayCbt^o z8^}RV4~a&FtB8XxxI9+K;$37xzyBh^U2{F44iK(OsrsX?rPYsu z!5b4RtL^i2j#qa@4u>W77rP?}$FfCySVbQpyc4P(4Y$?r#JZoodHr_3-Zv=lCt%e! z-m5vrUh~hq_vucTP{>}$iv_kw>DYt#yO~1eA^C_M!v*}CHxc>d_^wOeP`pg4%F5zg zIxx`D8Tt9O1~Dv6!*JgOh9x|pFu5F&rW~P(5vJ}A(DP=!<(Z9T`JJFFn#aHBn*hMO zY0Wn{kMR(l?W=PPKJZe*X*ce%x#u+4BadOs14Ilm7Ll45U#nve?X2QHbGX;HiL$4J zE&L~?>U>w&ae*$V8$%8Y(zb4FY@Bhv%MJXh&H_8;Aw1+}8XMlcSW!_iN(9I4VEeVY zN?#KFc@IkJtj$v;Z?*ya7eog%if#Sn>Dx!gvkqempM8GWB~xt5z{z6&hoBiSJEuNJ z5&&7jNRCd4#9b1;XDfp)?ProhTE2;=D-QB|t~_F5V&|vJF&kwi+3^P>Y$E@xic0s{ zLwTPJpe^LWo-ZpqN4m({Zdxl;yrSf2pdGIK;D7$YnFt z%aAv-JQngK-aYCS+)SpxxD}uoR>#tMB~cS{jWFail_5I|5OeF=L*SiPFX>dB9( z)O6}_%f79bzaP{24oluzoc%5mQ5j-n0w}hRYGm=q$ZXpXyyQs6#*U(SkjqjPu^vv) z5`y9TOW3=r9&21abMz%Sa>REIjkCEO4Zk+OJ!7OoLUKd}4mDCHx;eVjzQrS~Ed&KR z(of$&MG7~ZUeyKgpFx0(g!HCA7lPpgzpsX%1$R`OK2#9|rXSJKJ-~E`Xh8pN`+kXm ztuEc0R8d3|0t~OmW6owoGqHXK0j|a*u$Pe>W!0Un9uWi~xWpmszb`94uLt9Zfk7iW zK;rnObzcKi61_7p*mXl#KW>63MAtzOJoq+6(YUBuBEk0)LK~`$$OV zfWHI@X&pt0hs{8-O9KM__~m-{EamB_Rf+FjGYJyX^Ba)nf`oMS29rujv|g>}Z~GDv zMG*k(myqTS7{D$YwA9bdIJhLrH~$S_Mxec!Kzc~z@LXjeoM<@L{cIlRf9@nFd~Sf>IZkK&Ruu# z$4c}Zj0yGEyua@kSlmG}KD`}XClbRKZCfzfH??00#lK6R>3`uUD2`35N&&4S2|Sy@Ai0$r%`K1m&)m`tQ<+L2 z(}(mhfGG@pWPBOkiZlhAH^%pAeFY@tn6AnIrz}d5dwbi_3Gf=g*UHiV#r87_y#~_0w1Eh)Oy>D{c`gG=-*Lk z8d()8h8Q3c$9+WqNIHzwf^WNvfxOLf$&XC!k5iR#5c{+av9L(SpQh_bINu^<@Y7Q} zeH#N8EZuW}fDHCcE=GI!ca)H#5%H#PU~tD$iklPP{J1m3I5t675AhJgLvqcVBz$oP zwA3I@EH*b}5@!iMY(S(UAt4z!I^}<-;-$MYh68$9e~F5%;DPw7Sr@VRRF%;?eFY>W zSa6lD9<%DpIv`TF@lwiU0)?+Yc*a;{3uvPxcc&^1g7wvB1i>RR=rn%~IDZkoJ4#g1EPxe}#|#>Q8w>m~g%&_^7TJ=-=MY4?py$t8w1GxR3O+ zFEwUc1rmF!{zzXI1PXD??2!ywT;D$v5-KYw2%edp-S`%Qp=xJm7n>k=1-2Kjtzd zGR2#CoMxFFs4w}Oe{C^m`OR|R@?8tWwXQ*1#$<+AP#W?rMw!TSAkClaU@(Qefx5c7 z>oBov&Z`v$u{^Pxv!U3C@PL5md(rnRh;RAY-k&A8C{W%*ibPglG+(gX+v2DPKaa#C z14>vB=y{H%i~`T^C@v25KP;de8O#!jin&|a6NG|cM&>B&sPE|Om}#sI20?jHW*S-a zq914J`hHOEwRK_McS?#aFdySCuv6c}MRtN*X&&q zmY0`<`#Z&dH<6^o)2B-+;(d644NwNZOuz2a*>`yR zJ9Fz22{b@uNiOj_Rke87F^~MH)9(>z_UCs2kPk15#DLO6nY`F#wFo2V8n^Rw~6yC{pT#Hu9R_!6PJ8 zb9Uy6q@s$--3hq4;QBw^g^gP95=ega!-y#z8lIK7+!))F9h6F>B4nqJ`Hm;(^tFnC0XaSaf$EDF z;946tM|S#WArTtvcn8)^mhnQu4jJ%^OS9KCG`QnegH@<1EtY1&EmA&l;9i8`kBsgeOHhARdF!HL7@sP zX$CE*B;2~>JtnF-(yKl~(2{X@CyBW4r_~@acJ@aQ>~%ova4P`BseB%E@nFkjtek3G z?cwVoSz*kilG?iqQTP0I_U%^)`i$7Ov1oqWZ1RJO;0DWe(}KsKPWd3*WvEh zvGy~8Un=5lo^|#0LF2A3D|-8H&+RYIID)=}AusJOi%T#pAX76iykllz`SoqY_RH%iD)W`sOQ!W5YN9~Pkc>eSL^ud(O`~rs z*A-w)_4@m-;Ivmu9W48K!A0FIaidei&6r1!p6BCp3N>I^XAq{O>TU(Dh{_4OY6Bst{ z+b^Y5I0GjwQYgT{GnPaG*~iAp0Pd3@+~OW^ztY0P!@copz}hQ$d3lXmY0zu~LlZ~b zmkjY6<8@$5K#&nP#<3&-G;Wx*MW&;p`wEP7QW-!sz1K&xH%_pR7#oqdF>)Xd;_iJT z!pR>rjbuU-=E3(#z2^lsk7Es>g4;%{F=z+eqyI<)7X*LI#6b83eEbIx0{t^J21F#v z9|ShR$J4-@`JX|9cZt|5L?$aR698QwS>z_X10c^ZTZdC5hKDfgjji|9M?keGe%y-s zzZ<{5JahB`Prv#-KoK~hIwC(8_(=~~ixQtz)sYzat$=_xkjsB}@sKa*?!naPyY_+> zo&$ZcLN5v%Ky(I(|1QRdRm^-Zb};d%?u^ymk2H>acxO+a|x zy_7n0R%PS&#D~~NWyh*pC3e#CG4ELAXQNrA--r!4l8BdMubo&-OiYMBE1FTLr<`#z z9&MoMSIvBs1Xk#$K&eYj{4;5ZWb*|>a6^DZQKDeppieeKATn6;o_y#s7L?gPt~xS5 z^A@(V)i`xvDp&;^-|jz7Bjdp8&*nx8u|ownR*&0&|7pIq4-J{JvKBl#ij0yjo(KsP|Ih00DzQW>p_mP zp)Z#_i;$vxP=IYDj!a6IQ-dg6SzSHpg`%S3r`+b)ra-HRb=^GwjrbjxQEd3z@E99& zR7}F(r$0?QLA`&*bK%Fq7>?{vtnLo!?Le_QvVd4AHuTdcS+a&B=JvY|lS^0kBb@FZ zvD??4_aqsF#nqu4a{*|#fpiGn;v zWGiG4;uodLZwhDzkD~*b6<#4@e#Yqn9MynE)zUgShb!2#d^&}x(2CBWWrm${8AyOc zw`l;}tPH;Pu>A6s%BDB2a%85ynSPEIcomP@r3vIGyhaExm}PQiB*Y4nlL>T?ADz?; z?AR#-CIusZ%I(>v^;H#O!_)s98fw$rOut zgIT+GjaSM6Hmt*NPkimyMcK6HzH{{r4Wpr@VmjMKd7||K>(b8S0&AGB-yS$lG0sef zgi1$83iJ!1&b{=lZi>eNRj1_jhUHu;E|w@+13I)qczi)}delC`P<`^044Jp-z5@$@ z@~)^h9f0^2rnS#w$P67`-OcJrmjGZ&-85wU+CU`aGp13>nwf85s}$Se4`fO}agR{A zMOcu_`JPH*LV|?b+Cqc2jQF|h-mb|0^r~cHRXL{Rlb#(Lz$PqxuPpAlK2a4qg{k0i zu3^#lA1BJu`EKnos&CfEWQGJl0hH zN|W{IBFeSyj4H?F?1cgVd+Kh-A1!giIqAcJ>lf_yP(_pbz{10o?Y@8dZc6eg>icX~ zkw31qMCLE@d-&CrX2=N6%?7&50R^nF@akD}%Wn}v4&kIWOPs|s3H!8wK?%RgbG{4h zSxRFViBMl@SwWk;xgt}Y$g3dP5?;V^QOD*ltWif#ESh@nF2F|p*#Jk@%Q_USS+mBQ zNqzJ2!-t>3oZ$;1Tyjv0?)Ouy1gf#32FI6yJmO8*WZTObi&KUW>;NNwtnA0oZoUp_ z5Eb(yITebixqn2>XL;6S=AucKl9PSPf`WpgvKCFs1|=<2PGT@B`SZtCa6l;v9n_<9 zG(A;2V-FD9Ue?y<*hjnD!`a<|6%oL4J+EHFKkA}(yra6;K*JzZ;+&pog zOsBy92mH$7f)tH~(hAT0dbAzON1l(hN%scTuJ6hdU@*z#uy3`w^V&o}`JYM5{UgHi=rtpph6auna zvk<*VewiG(7{%i8adj`-Pb$5kbd51GiK-8hF;eEWV{MR=+n%j-igRu07jeZb!Ra@=AN`Xpn)y;AOTQ;gbW&Oez{+7 z!u^An3V5#Ow0fS#lq97sRBFiwU(48~kVNGS)_~$)p3>z=A=>T2CUOuRTz6c#8^MXA zSxvz;*50+|gO{m>6`jv*Irwrr@V!WQDaLHOB0llv6K)O4&sEZTdw3LvVpNz}UhRv?u%dJVXu%=D)(y9p zkIz_0#o`u@O}%J9@%}n7s+4#+o32Rvd_l$ZPbC?dSX4SAf$Hu<4om)^@#d5WB+;Aw zlMEpb_N!BvSSTcQyLCrY&?Et4D=srwx9|R$a3eo_fMShYri0)#!00%sO^+@H9WD%= zguHaP>d(18WGEB6-ix7c0f697NPF8VCLF%--i6&gA&xdfeP7#Vnj18YAC-#|xL8~| z%BJp-_vZDC^M>o>W9Ng8xYcvN7<7`Ll`Y+ghF>FPf0_YL)M6BQ%;afvAm9N(wF~!) zb*I1XEC=ja&_E+JO{!+2>j@4R9u5V9tt!e_axI<=kNcPU{OEC9<=l zvC&aRYU-fm^M#S+RQ-*c`^yZ-x&)b5){Qu>CU~D+Jn{VME<|T)EwSpoE@RBT;FxP zRApcP%j$zQRc0k=U5Xh!(I%Fa2_WD`?jBRt8t(I63cI74#V9}x#x8y0yjVP7Y8z5? z9ik||ZDi=ZL1&eEl#p}zHrwx5N3bP!`D@&3EvICUhfSPKD*7X6fJ?-nuT+HIVcEU( z^*~8ictYY!|9Ex-yM#uYrL68Cbgj6In}D9Rr+`UCm)O5VUoGq=JK$PuLk8+vZrxup z$Wq}~erCcuaLg}^1&KWa(9 zvXze+^K~1;zo8%I?yiXW)Zvqg3)6)w67m@d{i>Q9=d?L|?T4`U`^a)$6E)p4eDyT~J6a5)Ixwl64$cHPvW(eDIpLno=4Z7L_XW z+Q(=n0Y-1}k06jrVn{F>{YzSCV zd3~8Z*KxV~PV6nt3RN}EAqd;|n??>fbf(Rw(*WVz;Ya2N#eJKpq~bnmMoEp9lbIy| zD)h$$v6E`sv;CBD-x}4rs$aNxkyKMJvN*=^skReOnRnWA1r3}El4yv;wWE3jABi+pw>28pg?(Y7k?|Z)MoF4!z z)|zvUF`hBzbNdXTy=U=pMM46wK`f+c4clwa1)Tj7E#Ce&XTzsEjAfZ~q2xO(xyc!#hnV!eK``E{ou{n_pHK zDQH#16bbF}b434bST~Xb_h~&{HBallC%C7&{IjuUx&$LidIbKk1l3<4+OuQ%=R!Qjq6KY781p*#v8>*bkb!J^W- ze`g*kdH5G}_0XPt(WO(~A3|7N=PzLL6GVJS0yF4eP!(~s2yWo}i&656X8?D@;s@Hg z=2t$ArWfl$K>u6 z#;HPz0-zFaEUTC4unHQwZi7E&l&Tot;Td-3{uadQqqRbbQQ(2BHkPdL18#5Ib=m{i zm{ANXPo3VgrGn3GOAtx-8AgTTi(2?g7X)n{Bhx<%kouSTFdQinXA~DWMNwNu{9^4Xl#S=vy z@N2{Ihh=^V$D{x>*YvOg-y+pM$cymqU8`^AmRn>*b6jApqT+4mYlZy*t}!0w+(uUSf?w*4R3s<0?M%agWTMI{c} zA|;r5ZVH*Dhpx=5&1}r5HzJkGcY4y!$N@FvC3x9x>u4IbC%t@Su!gs5Yqkw{um1&~ zn)ZD;2_^HDZ#;B8(Sv*_vQTB9Mo?)Idm#hk+};-r%%D1WW;~e+%s;)yF6LUqAAB;8 zR6n1*i^=r;&l2XT0_udZv(9^>zC<$Q!QSzM$pwvfLOuSnPUK}H!7m)Kf!A;PD*fBn z16b$abLccoiuHY@HmT~|)DY3w?s#pn6F?+-+u3OPgmH%dwnQWvpp_j{+>|^~#U#Q^aD}d+AvDZ43 zy>7P4>h9qV%Zv(S^#R@Q^>YGUYS7G&`04}`IyQ51qzGbGi{qpY7Cf^7kOgl{t+o_8 zO_ffVyM@{6*?Qb1aU3TVimYDWKfUItgJQA)x><{D0O5IS)Dw{hdpNK?ybujz30hF=XUf8xjSMlfcUBsa0;eez3WYHJT)lS?`Sji#S_qK z7|uC)BX7}(q;{r-Pp*C_eTx+PC0k_H8zs~kz6hX@c5}1NL; XmIt^l zihZ=f%g$s^YwM)G>yAK|DO^xoB7goT<@A-wbQ;%^6$#-if+0pj1B~ofGhERxicS1vNVR z_WrRO@OeYNbxy=tr2)Hkg|-{yPNRZo+a)BPZ@uZwk2_EXhzxEBdwK}MNZAH`XJ^AQQN(=kHEV#cTDBi~k=T7R`#Mfl z<~{dcEnvl|y;Sz`!%{pGhP2f-15#5krx-Mk=W$UY3ZKWA$qDvp;5WE$U6A!F;J=$9 z8Ew)o&tD{@ZoKauWbcuwhZ+fF~P-Q8i&v z_5(%FxVj!8`QVS%xpC)i7s+=Ez%LD$=4Dif_@sh=LD* z0X~4hH#L0WmSZkZQ~EmK>B6(Nb|*}W3yEp1kpO@ASX~F@4)IQF;K7RTiOw2eNZ+!4 zuH`Q8=E4qECUiMr`Kg=0_Fq0iLlHD$$4@>PHEg%aaD@9A$rK#>ra=&n;>)m;PcH$J zJBP<>IUAV1oepFcyuU9! z*C9FCL_K}KD_f`<_kJb`UhmFP{cMi>XA71OaJ1REKV$42qZt2lAhG)VX)rKy79CvP zF&_5dVTHaCZLR1Vvul)2J-Rnf(Iz?4K#SRV;4Xs?$iWj1C)#kNGh-=*dL{aVOsl9$ zCNU_T|5k5t>FV+zp;DZFJx2R&j6tZw@qJz`+LeldQLIN=8#v1RjZPBbKE4ziH+}%n6mZ$oEnZ5#JQB)fK*e{Vx2jCuxh~_^$1$x z)+&}wmO0!jQj?i9F8q*}1%NLFhf|jG5tv{*{E-B4#HM_A-0J*#MA| z$60(oZLi0tUFOt|;~?`kgp~wXNWa*FQL%O;km%2!QAoji!c|w}3r~;Y3sYAKVIrDR z=Y34e;dxx%-~Db?sMh@h9p)L0eP!bs0{a2v=|w%@UAK3U2#;0A1@X*c16km=XFG0kd+uUy;o<67`J zWB-Aq9U4P>DIRH&XqQB$N=0Fd|1yp@Af-F$?2-Ja^%fX0OJ@W;L<2i&X*Q$n28CLj zDq!$;R>N{h607Ev3NRAzHW7*cSXK2DdP7VW3fTgEssJ3CL0fy~-1E_979c+q%09X>+zHT`za}|{L-6v_a3H_I zVaRzXDp%ECd37Qnq>vJVMhu-JG`8M8p28v87n`9l#0bw?a6aag2HVmC@KHkl}HL11R6pn3^q7 zbee1%Cv2Fn!GAxoX*{mh66{PRq*!1ti0y9>4PIm*4y4RnIzLC_Xmq+^i>A&4O0$g| zP|^Ub%}Q6^`&`pm=W#O)_J%xg{?9kUa{vGs9{@ypBds^| z-^1~LUfVGkl=!1T<{+}WV?E_%l9t}C3NmNQQz<|QV})NgC8|2lP< z|FcQK5e~emp9tuAM}b%1?yjrp?a~L}_zLY$p4c!N1S=Ew3$;5qahIf2@}S!MmtVV^ zG1c45dL^G*swNNF`bS1m2(P*@W9kDs(4I0 z=)ru{-Nqd9&1uLLK%#BLA}x8f30a|D0Qa~5-JY*{#G@2*XRd?2tbUGafwe2P&XvbH zQVDn8REkp!Rx1sWlv~PWK`YH^5}SR~A0^P7+a%wAF;ykAfN>A!1@@E1>9qM>9N_vrkf-?joA&X_2(Q%{e-kYAZj zrsw4(O^8=sl69$n>x)8o*#+7dIK37eTiZ(A1ph27L(2b9%;@0#EPi_U;lc_yJ5qsc zOF1#KXSA)C3zfMoivA|Qe_glV2OqK^wmH_h4Q$hq{QylDy~9&oL>Jn6&hUUC3l zl~WNdZ=bxZ4QVLPD>p`E81c`hoj(ZY3|s=BNT9K7Mz zd(R&%%9Sk~LfAuI{hvjqvxu-7VPZ6x0n#k%sN+Vbos!YAPUCtnx&{B9kfo%Ub!vaN z`BQh_0Ak0t$ssoS7&~L(GH!*bb7(M=Tg2r`oim5*mW{9^?=Hr=5yPQJsoHmXb_rUx zi&eE~ojrD@2X1Ir*3Vi+SvKa2$^^WnBqCo2gsRUKHqZv#BMDNCtS8V^=u>bw#^N6x zkbv*`=Wj$gw-~%i!T8u9$~tE0=5UDDRg9?o-G;=!vO0!`B$Ry54J=)GMjW?E-6y~- z2d{2ADm=4SJSVr^pp3x#f>d7D(T^2g$b5uVIdtQWA%gYs;4hH;gj(V?^jEfO=ynqv zSqH*@&W(#Pbu=bC%!fE621FPl(P_&PpFHJO-(>Wn&AjYt49`@czq@t;~K46^c(Z zf=2G^`WVLW%=2A`8Xo5sZG@&09%%)7{MYwxvMEM1CB42?d-ogC9`7rnRF-vVTI_eHs{X1=_G~dyqP8i$V98_I@lK#VP z#hwC--ES=G{K{PR_k-FWOe^ry;48chHuARmEkxTis9NUE`I(}0!;mWPQ(7e7Bc6om zn}EI53rm{fVd!OnLe@)*m_il8oCmo7R#?E>lQ^r0{?oWjxM_A^K+C5TfFd?gMe7e!k3C&?Oz*U2S*yz3?McE&DgI@a=U9VGR*<;Bfi2Hb zl%fc5y`%#2pO>Ebn*(UpLKdEr8AYa%s+hRCuWxd`A4SgJluuMe>M3c@3fk@Id+qH3 z9!|z(K?|wimio@uZb!hHuxwHMw<0g|TjU(>VG>$vkF*7KZ{n?$3B53nZIWFc30CWG zFg8%W$tUiqjT1^{^eib>KeUN?!C8gX@4-tb)&IlIA-BdXi18B*xq6Ro?wg$4_eRUt z&};+H^H=r*X^#kecV`G&mNwXKIvqFAN_C0+PjvB+*mFC z%7tUfHNMKd_J#@I?jNoOKB`+5>V1wYZ-=Ke~^X!oqKwM=5RhH3uu229C&hVc_{C|q_a)2xoh4$M>{zS`_IB4+4 zdx~dQUT-Qozh12Gz57Gc^zfsvhIP<-SW1Vo)Z<3D=|N)1=miH=Vi%flz>L?rI#>VQ zm-{ISb|;A2Q2i~ks|ENbP59K{e&Fa=b_duo!I_vx} zpW-l&oUlt%d5Q{BX0cRnFVfR?D)3*e)kr91P+aiR>gRK(dz;`=eQsDoJNeUNp_jC> z^aaUcp4;xeKZ^5X&5`s8;mMP{0lh_4%6_wL6*Cegl86pKj?nSvNrC{unP%7OwH z{!#PBVUK)zu{qNG2h|<|5|_1u^WGE!8kIw3qx;vpwf@A*Bc4%tXu_iN@St%Ztk=E| zob_<3?66XH%r|8n**nzCPIcpra=(VVY4D7Hy#6 zCCT-rJyLcP$`3wqKcz_=-*g3)wc3nX(#9Q?CJ9G8tEI!v$|;X7f~tk0d`7J+DaaR+F9kl`?}7gK zL7i{-@(u}LG6F*Ijl$F?&x!c%+d$R69>byKL2M^de2(@Y6}a#lUt;vHF$x7u`AW-m z>pV@vS4NwlTY7QKqfAb_;ZgUn;x*RN%^Jepa={ToSo!z~0~cV&?FMSlBB7!wnhX_@ zPg94uep5@$$zFHgS4iEjkcf0YKFHP!$;%&R4vvBZKA+L#r;rlwa^P1Ze)w)Gi{GW5h(MVWWh_ti8gWQzz)q7gZ#eo`7981Zh2B4 ziElO=RmJ)~&7pIp4{v%f+}>j@@`Pazlel!k<}Ta-3MU-!Z=)Yfyc@qAAjQ?^jwYqT z)ljV9jp5klc36-^+CI{)QJnuE_DgFOqW6KW<0j%sy^5vZ(*boi%rW4<|u?3eHo z7@LRg+vyns3ZYjS`QO>@%uiyh5uC1oAH#D;<451sy1p9WbNc5RulDjreTUvnQ3uUK zzvSSpHD)wK<)?4gnIUyGhP=ttO4pXV8~zHbNhE&4gE3#}rKw@zd?3)p@`gI(P^>zk z4_tc=g=c0Rfq|r*%yNBaPKqFmdeNP75L=#NC(LU!@xLW_41NH^dL``#U@;Uv*tgy{ zKd1=YY%v$;1dj}Gcr`fgAg4R4kRz2=HzEUJN65lz0oE(9-IM+2o|o~>V-ev{HN^_g zKR)XzfryyB{sR&(j?G=PUfw@J*h1E)q3ak=A^^=%1KXYd^sgUHom=x!6?UA-Rkzbk znyY-K5gthpWZyPh{{f!ybxSbl*|u*`8vesh+L#a(H%}Oo}vKJYSEy1qem2@6+NB8r|qt z8okV2Hr@pXCyM=vHoG*{mgDwhk;)DMbq=pLnPcYf=m-}P=rA5IIy^txPbrTn3Q*k% zaN6AYK#khS(=|QiBHqp6vPFFIe^N-jf{_)#$`BsjcoLr_UO&dr6pd@8kCa}(tk)&t z4@sd7JzcPQlP~RH{)s{D3y5(_%(pQFaJ}@q61xf$Va?)E##zT}JCr*0vN2nBb7ocX zQtxbVU62>6e}8raUD323U$P^cqfD=p;tE5l|L_= z>Gu3;*k!P)^VyTtEM$&GGaWj-&hP`xSYjo($Pv2#vh(Ej^z~fD6T7%6hsJx6|mB8hki||ON;J*jE({%=T}4n_utXQS!y`Gyzs}dEdVVq^m0BxP7+W& z$(G_zV@tRU7Kz_VKPwZ}ex}nlO}knz5%Fzw+^tcA>Cn<^$}1OFIAoZ9C>AgTL0#Cb z_4@1BqDQ4RC0kk*quZRK(u!G)BxXv1{if=-A?Y~=q(L^G!y1-bW^y!l-w4w|)V|1i zsmUeOgX?71@&mQ8em*ztT)+`B=1XQ)8fvBh*sUW2U`C1GvTp&QP3DyaV}~V#Y1#fp z-zCrO_D?F?d%k>V$3G2n4^s#+dSB;J9yHPi6m6`NBZt*X?;wX+-Vpj_$$5-Ng~0Lr z&_q6}nKy>MQA0=yZRJ*jWQQ28EH|l5X9BC%;2%NKWlzKL;3VpD&>@y2Qcqq#>01Uw zZ=sZCzq&3VrXf3?aLxnIIn1*lZsLN8uPux;aMk1@gLr!B)UI9R-a zr8w7u^KAB;0kP$up5C~^5&r!)M9T=fR+ZaDj&r-K6#+iG!cdWp49m1Ai+P%=-gEAw z--8G;+Wi#a*7btD`u_sE38d0u`1svR{?P1$Dj42;Gw0vl)s zjieJZQj^Acf=lQ;_4vu)EFjNmAkjZ+t23!D>yj2MfXx4W_uF){)W~l0&aw~m&_+_^gy9G_%o%LQB2KXG#O6O|oPt@h zWBj)iz3A3RcCT-YTP36N=EbZ_Q7g@Zs5uF)A0KFA`h>g@{X;wN)Gi5SesWW~AOXk( z=7}0D)M_L**pcB(G=$+K*TD^0yy`JMs7FZ$wj#ymGq@rcgVTS7VFUDG?5;|?G(JUa zHZyx{*|nhgXi2y(^?fYQCAG$G5UqgWeJF${6+bT&Eo^{%8W7 z*eJ_h3lvx1XuT#^D<%|D%A)MV*U`j-?fYlyu(Cg^?ZG+eEFR@{It9>TonB@vib7$H zKO!hChDY83`wJpBUH)Nf;~x~yDWrrpfv$oB?;6X=9AED5kTxFA9aYU9(vqWr&%ys9 ziCOc+AFl0v1OL8)Oc_6&WM2BnmcztAtfo_{%Fh-cM#GcicxWCP_qieK4gPJL^x%?s zWLSVtDd#{0wePBHc|X#2@;j%sGknz^?zj>wcKvagrfMrq+=+=}mQfN4sdKK6Ntk`A zwbPAG%{4gi!y3Zb*?Op=h? zmCUJ;!`C1mT?9CDS&t(E^T(T`Aj30_C`_U#^``4P>QG7xn{`q9f*QbAwSY{8lC#y$ z1p=JA2msWsek@bfaVP7FKgt@(A&F8|Ya~htv>%%nh%4g)T`%1TKq$a2$phUF%%d}L zJHiJsLaXvVG!ttYdqS~!&`3aX zVf>Q9_~yt6ZvtG%w(*eTALe_|x#2!cIK>y~T-ywpY4A0@@zSVUi|9lo=e*Oc0cspr zdh=*j5M_)sFI9I~QMinc05cB1q!gk?cF4aKiI@6$nB&@rb#=i691?P*6f(~Gl4U_} zBKn}`_yB|}s=2WW`kuh-V*A0@$(wa(=R8Qbm?t$@~Bo}pwEqyzl?rYUgo@h z=Ap77JVv4u)uSSDK&w2-Plsc*Ri^@`oozgZmvGtA(dnVRGpk#aYJ|B|?e)&BOFhq* z6QBoxTk|iPrFA1jtKUhEtz}TF#7xKRzs|(df&0j;ZIS)`CR>V-BTm7gtI);r^MYa1 zhB|bjj$v)N1ArnQwmE$6Pd|+k!k*r@K$q3~*!sR!wnuj86jWrF*3g>zXfuQHU(kni z!m$Uadtc{ZZQ9~ty>tiH**C;CHS{MICz=78K{zXl#g}MTSBubJ2;(Z^lDgPED-AZL z6AkP^f`6Td>;@cfhfsUEjd@kf60xT_#MM|4D0;c)wuh4niu%_l&Hlud>@~J3yphfA z5^7E(UT((`EX5P9+xb6PJzxF8)5ucNFL9^zyNt`atGX+1TleN!3tM+p`&J8^3HGIK zEsF{E@jnvyDFNO2EXfjMxd99uomlePqcrVQL41ck^kvWCh(25nJ%>COe=bgliG_t# ze|-lVaUaGTe*NXkdRImS1MFRTqNnlimptyY&5w&HVe%a`;auJ7&|X$3<>` zw7Kzd7!ZR~{78N5q1JS+(sH~wD>aGMOe1*Y@0vVWXob;yHVYncsc=yGjkG#2{4zrZ zk`nC`$+>%1Zn%^qph2gu*gck423ljwCX-q56Ozmjw9P%L>_H1dnBKXhMA9=?)A1`7 zT3y3d3*+l(~`D0LO)+UR*e6e+<|@5iB>k_Ma%%gh^|1$$3{_;?63V@ z;@keDKIFP0(J<=nWcEbMI#Tkx`ot*n$gS+Xd>x~?pCf+F$ikBuoe3jRQ4#0!WGr?>$N15#PTEE7tV3A>nOhDKx4Ouqd36UQz z<0u<1+0Y_ukp<~Og?Qj6!t{FXWA(__1}*oq7%RK{79G8inU;TM>dO3gnJl~|5oCCB z!XgVIbhdA}ic@I+nTqo@myWPm_MHJIq93B3N&*tyA0*)nPiGuuxSaPCCqk8USK?!B zw&i~#D>|6AE?dyYzSMUXyIpU1d71=6TDU0`2hlL?0%`<}<9rle&gg22H zwbmWh6c9w)kBd#Sl8ecL*imbq8=cnI&ONu0hkpK~J$7mcKb!6FWvk&4GY;>re_h-7 zbE-8pq5=61`AE_#5__K;Kha^0yS0-=^-j# zZKvNA?V2_q>%}f53b|ZRujxXx%y|E!Q)d@N%ss3w9LLhnE=1U?d?B^Vajn z>iq*+gUmTzji-kW!;2!lojquU&gAl_^I?ZLjPjPC34773_F&CZLcI52g?5aCk(Mni ztdfu-0np@`#8Qhd4%V8>Pz=d>pKBHmroV$ILliZqzFG6%zU6cr=S+G0!FLs_P$wXQ zN)?))Ym?i+mE?5FuI}TXIV}8kdw>}hR%z5@*cF0RSX{hkM<%r#+(E zcn6R&9GHEM+Jgeyu|~15Y@N$k$eNsI9rxx-2Dv*pY!iOk-5UfRo(Jv&Xw;2eiZABx&+~;1AVMdy@R<=(al)EV;pH&?DOv0Z##TS z>LMzfw?RgFQ7?4d!QNQA+$qTD5B@uzCmWTXzO*J1`AR&Bh#`ZD@VJlLX(z~BPYCnE z0zr`7>kVJmL;eB>!Kohl!8wkhHeZ