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diff --git a/docs/ai-acts-orders-and-policies.html b/docs/ai-acts-orders-and-policies.html
@@ -422,13 +422,13 @@
 <li class="chapter" data-level="" data-path="evaluating-your-customized-ai-tool.html"><a href="evaluating-your-customized-ai-tool.html#evaluating-computational-efficiency-of-an-ai-model"><i class="fa fa-check"></i>Evaluating Computational Efficiency of an AI model</a></li>
 <li class="chapter" data-level="" data-path="evaluating-your-customized-ai-tool.html"><a href="evaluating-your-customized-ai-tool.html#evaluating-usability-of-an-ai-model"><i class="fa fa-check"></i>Evaluating Usability of an AI model</a></li>
 </ul></li>
-<li class="part"><span><b>Developing an AI Policy</b></span></li>
-<li class="chapter" data-level="" data-path="introduction-to-developing-an-ai-policy.html"><a href="introduction-to-developing-an-ai-policy.html"><i class="fa fa-check"></i>Introduction to Developing an AI Policy</a>
+<li class="part"><span><b>Developing AI Policy</b></span></li>
+<li class="chapter" data-level="" data-path="introduction-2.html"><a href="introduction-2.html"><i class="fa fa-check"></i>Introduction</a>
 <ul>
-<li class="chapter" data-level="" data-path="introduction-to-developing-an-ai-policy.html"><a href="introduction-to-developing-an-ai-policy.html#motivation-4"><i class="fa fa-check"></i>Motivation</a></li>
-<li class="chapter" data-level="" data-path="introduction-to-developing-an-ai-policy.html"><a href="introduction-to-developing-an-ai-policy.html#target-audience-4"><i class="fa fa-check"></i>Target Audience</a></li>
-<li class="chapter" data-level="" data-path="introduction-to-developing-an-ai-policy.html"><a href="introduction-to-developing-an-ai-policy.html#curriculum-4"><i class="fa fa-check"></i>Curriculum</a></li>
-<li class="chapter" data-level="" data-path="introduction-to-developing-an-ai-policy.html"><a href="introduction-to-developing-an-ai-policy.html#learning-objectives-8"><i class="fa fa-check"></i>Learning Objectives</a></li>
+<li class="chapter" data-level="" data-path="introduction-2.html"><a href="introduction-2.html#motivation-4"><i class="fa fa-check"></i>Motivation</a></li>
+<li class="chapter" data-level="" data-path="introduction-2.html"><a href="introduction-2.html#target-audience-4"><i class="fa fa-check"></i>Target Audience</a></li>
+<li class="chapter" data-level="" data-path="introduction-2.html"><a href="introduction-2.html#curriculum-4"><i class="fa fa-check"></i>Curriculum</a></li>
+<li class="chapter" data-level="" data-path="introduction-2.html"><a href="introduction-2.html#learning-objectives-8"><i class="fa fa-check"></i>Learning Objectives</a></li>
 </ul></li>
 <li class="chapter" data-level="" data-path="why-do-i-need-an-ai-policy.html"><a href="why-do-i-need-an-ai-policy.html"><i class="fa fa-check"></i>Why do I need an AI policy?</a></li>
 <li class="chapter" data-level="" data-path="video-why-do-i-need-an-ai-policy.html"><a href="video-why-do-i-need-an-ai-policy.html"><i class="fa fa-check"></i>VIDEO Why do I need an AI policy?</a></li>

diff --git a/docs/no_toc/04a-AI_Policy-intro.md b/docs/no_toc/04a-AI_Policy-intro.md
@@ -1,9 +1,9 @@
 
-# (PART\*) Developing an AI Policy {-}
+# (PART\*) Developing AI Policy {-}
 
 
 
-# Introduction to Developing an AI Policy
+# Introduction
 
 This course is intended to equip you with the knowledge you need to develop an effective AI policy for your organization.
 

diff --git a/docs/no_toc/04b-AI_Policy-ai_regs_and_laws.md b/docs/no_toc/04b-AI_Policy-ai_regs_and_laws.md
@@ -1,6 +1,6 @@
 
 
-# AI Acts, Orders, and Policies
+# AI acts, orders, and regulations
 
 A good AI policy should guide an organization on AI uses that adhere to the necessary laws and regulations. With generative AI still new in many fields, from medicine to law, regulations are rapidly evolving. A landmark provisional deal on AI regulation was reached by the European Parliament and Council on December 8, 2023, with the [EU AI Act](https://artificialintelligenceact.eu/documents/)). These guidelines laid out in this document apply to AI regulation and use within the 27-member EU bloc, as well as to foreign companies that operate within the EU. It is likely the EU AI Act will serve as a model for AI laws around the globe, for both individual countries and industries.
 

diff --git a/docs/no_toc/404.html b/docs/no_toc/404.html
@@ -422,13 +422,13 @@
 <li class="chapter" data-level="" data-path="evaluating-your-customized-ai-tool.html"><a href="evaluating-your-customized-ai-tool.html#evaluating-computational-efficiency-of-an-ai-model"><i class="fa fa-check"></i>Evaluating Computational Efficiency of an AI model</a></li>
 <li class="chapter" data-level="" data-path="evaluating-your-customized-ai-tool.html"><a href="evaluating-your-customized-ai-tool.html#evaluating-usability-of-an-ai-model"><i class="fa fa-check"></i>Evaluating Usability of an AI model</a></li>
 </ul></li>
-<li class="part"><span><b>Developing an AI Policy</b></span></li>
-<li class="chapter" data-level="" data-path="introduction-to-developing-an-ai-policy.html"><a href="introduction-to-developing-an-ai-policy.html"><i class="fa fa-check"></i>Introduction to Developing an AI Policy</a>
+<li class="part"><span><b>Developing AI Policy</b></span></li>
+<li class="chapter" data-level="" data-path="introduction-2.html"><a href="introduction-2.html"><i class="fa fa-check"></i>Introduction</a>
 <ul>
-<li class="chapter" data-level="" data-path="introduction-to-developing-an-ai-policy.html"><a href="introduction-to-developing-an-ai-policy.html#motivation-4"><i class="fa fa-check"></i>Motivation</a></li>
-<li class="chapter" data-level="" data-path="introduction-to-developing-an-ai-policy.html"><a href="introduction-to-developing-an-ai-policy.html#target-audience-4"><i class="fa fa-check"></i>Target Audience</a></li>
-<li class="chapter" data-level="" data-path="introduction-to-developing-an-ai-policy.html"><a href="introduction-to-developing-an-ai-policy.html#curriculum-4"><i class="fa fa-check"></i>Curriculum</a></li>
-<li class="chapter" data-level="" data-path="introduction-to-developing-an-ai-policy.html"><a href="introduction-to-developing-an-ai-policy.html#learning-objectives-8"><i class="fa fa-check"></i>Learning Objectives</a></li>
+<li class="chapter" data-level="" data-path="introduction-2.html"><a href="introduction-2.html#motivation-4"><i class="fa fa-check"></i>Motivation</a></li>
+<li class="chapter" data-level="" data-path="introduction-2.html"><a href="introduction-2.html#target-audience-4"><i class="fa fa-check"></i>Target Audience</a></li>
+<li class="chapter" data-level="" data-path="introduction-2.html"><a href="introduction-2.html#curriculum-4"><i class="fa fa-check"></i>Curriculum</a></li>
+<li class="chapter" data-level="" data-path="introduction-2.html"><a href="introduction-2.html#learning-objectives-8"><i class="fa fa-check"></i>Learning Objectives</a></li>
 </ul></li>
 <li class="chapter" data-level="" data-path="why-do-i-need-an-ai-policy.html"><a href="why-do-i-need-an-ai-policy.html"><i class="fa fa-check"></i>Why do I need an AI policy?</a></li>
 <li class="chapter" data-level="" data-path="video-why-do-i-need-an-ai-policy.html"><a href="video-why-do-i-need-an-ai-policy.html"><i class="fa fa-check"></i>VIDEO Why do I need an AI policy?</a></li>
@@ -444,13 +444,13 @@
 <li class="chapter" data-level="" data-path="considerations-for-creating-an-ai-policy.html"><a href="considerations-for-creating-an-ai-policy.html#make-it-easy-for-people-to-follow-your-policy-through-effective-training"><i class="fa fa-check"></i>Make it easy for people to follow your policy through effective training</a></li>
 </ul></li>
 <li class="chapter" data-level="" data-path="video-considerations-for-creating-an-ai-policy.html"><a href="video-considerations-for-creating-an-ai-policy.html"><i class="fa fa-check"></i>VIDEO Considerations for creating an AI Policy</a></li>
-<li class="chapter" data-level="" data-path="ai-acts-orders-and-policies.html"><a href="ai-acts-orders-and-policies.html"><i class="fa fa-check"></i>AI Acts, Orders, and Policies</a>
+<li class="chapter" data-level="" data-path="ai-acts-orders-and-regulations.html"><a href="ai-acts-orders-and-regulations.html"><i class="fa fa-check"></i>AI acts, orders, and regulations</a>
 <ul>
-<li class="chapter" data-level="" data-path="ai-acts-orders-and-policies.html"><a href="ai-acts-orders-and-policies.html#the-eu-ai-act"><i class="fa fa-check"></i>The EU AI Act</a></li>
-<li class="chapter" data-level="" data-path="ai-acts-orders-and-policies.html"><a href="ai-acts-orders-and-policies.html#industry-specific-policies"><i class="fa fa-check"></i>Industry-specific policies</a>
+<li class="chapter" data-level="" data-path="ai-acts-orders-and-regulations.html"><a href="ai-acts-orders-and-regulations.html#the-eu-ai-act"><i class="fa fa-check"></i>The EU AI Act</a></li>
+<li class="chapter" data-level="" data-path="ai-acts-orders-and-regulations.html"><a href="ai-acts-orders-and-regulations.html#industry-specific-policies"><i class="fa fa-check"></i>Industry-specific policies</a>
 <ul>
-<li class="chapter" data-level="" data-path="ai-acts-orders-and-policies.html"><a href="ai-acts-orders-and-policies.html#education"><i class="fa fa-check"></i>Education</a></li>
-<li class="chapter" data-level="" data-path="ai-acts-orders-and-policies.html"><a href="ai-acts-orders-and-policies.html#healthcare"><i class="fa fa-check"></i>Healthcare</a></li>
+<li class="chapter" data-level="" data-path="ai-acts-orders-and-regulations.html"><a href="ai-acts-orders-and-regulations.html#education"><i class="fa fa-check"></i>Education</a></li>
+<li class="chapter" data-level="" data-path="ai-acts-orders-and-regulations.html"><a href="ai-acts-orders-and-regulations.html#healthcare"><i class="fa fa-check"></i>Healthcare</a></li>
 </ul></li>
 </ul></li>
 <li class="chapter" data-level="" data-path="video-ai-acts-orders-and-policies.html"><a href="video-ai-acts-orders-and-policies.html"><i class="fa fa-check"></i>VIDEO AI acts, orders, and policies</a></li>

diff --git a/docs/no_toc/about-the-authors.html b/docs/no_toc/about-the-authors.html
@@ -422,13 +422,13 @@
 <li class="chapter" data-level="" data-path="evaluating-your-customized-ai-tool.html"><a href="evaluating-your-customized-ai-tool.html#evaluating-computational-efficiency-of-an-ai-model"><i class="fa fa-check"></i>Evaluating Computational Efficiency of an AI model</a></li>
 <li class="chapter" data-level="" data-path="evaluating-your-customized-ai-tool.html"><a href="evaluating-your-customized-ai-tool.html#evaluating-usability-of-an-ai-model"><i class="fa fa-check"></i>Evaluating Usability of an AI model</a></li>
 </ul></li>
-<li class="part"><span><b>Developing an AI Policy</b></span></li>
-<li class="chapter" data-level="" data-path="introduction-to-developing-an-ai-policy.html"><a href="introduction-to-developing-an-ai-policy.html"><i class="fa fa-check"></i>Introduction to Developing an AI Policy</a>
+<li class="part"><span><b>Developing AI Policy</b></span></li>
+<li class="chapter" data-level="" data-path="introduction-2.html"><a href="introduction-2.html"><i class="fa fa-check"></i>Introduction</a>
 <ul>
-<li class="chapter" data-level="" data-path="introduction-to-developing-an-ai-policy.html"><a href="introduction-to-developing-an-ai-policy.html#motivation-4"><i class="fa fa-check"></i>Motivation</a></li>
-<li class="chapter" data-level="" data-path="introduction-to-developing-an-ai-policy.html"><a href="introduction-to-developing-an-ai-policy.html#target-audience-4"><i class="fa fa-check"></i>Target Audience</a></li>
-<li class="chapter" data-level="" data-path="introduction-to-developing-an-ai-policy.html"><a href="introduction-to-developing-an-ai-policy.html#curriculum-4"><i class="fa fa-check"></i>Curriculum</a></li>
-<li class="chapter" data-level="" data-path="introduction-to-developing-an-ai-policy.html"><a href="introduction-to-developing-an-ai-policy.html#learning-objectives-8"><i class="fa fa-check"></i>Learning Objectives</a></li>
+<li class="chapter" data-level="" data-path="introduction-2.html"><a href="introduction-2.html#motivation-4"><i class="fa fa-check"></i>Motivation</a></li>
+<li class="chapter" data-level="" data-path="introduction-2.html"><a href="introduction-2.html#target-audience-4"><i class="fa fa-check"></i>Target Audience</a></li>
+<li class="chapter" data-level="" data-path="introduction-2.html"><a href="introduction-2.html#curriculum-4"><i class="fa fa-check"></i>Curriculum</a></li>
+<li class="chapter" data-level="" data-path="introduction-2.html"><a href="introduction-2.html#learning-objectives-8"><i class="fa fa-check"></i>Learning Objectives</a></li>
 </ul></li>
 <li class="chapter" data-level="" data-path="why-do-i-need-an-ai-policy.html"><a href="why-do-i-need-an-ai-policy.html"><i class="fa fa-check"></i>Why do I need an AI policy?</a></li>
 <li class="chapter" data-level="" data-path="video-why-do-i-need-an-ai-policy.html"><a href="video-why-do-i-need-an-ai-policy.html"><i class="fa fa-check"></i>VIDEO Why do I need an AI policy?</a></li>
@@ -444,13 +444,13 @@
 <li class="chapter" data-level="" data-path="considerations-for-creating-an-ai-policy.html"><a href="considerations-for-creating-an-ai-policy.html#make-it-easy-for-people-to-follow-your-policy-through-effective-training"><i class="fa fa-check"></i>Make it easy for people to follow your policy through effective training</a></li>
 </ul></li>
 <li class="chapter" data-level="" data-path="video-considerations-for-creating-an-ai-policy.html"><a href="video-considerations-for-creating-an-ai-policy.html"><i class="fa fa-check"></i>VIDEO Considerations for creating an AI Policy</a></li>
-<li class="chapter" data-level="" data-path="ai-acts-orders-and-policies.html"><a href="ai-acts-orders-and-policies.html"><i class="fa fa-check"></i>AI Acts, Orders, and Policies</a>
+<li class="chapter" data-level="" data-path="ai-acts-orders-and-regulations.html"><a href="ai-acts-orders-and-regulations.html"><i class="fa fa-check"></i>AI acts, orders, and regulations</a>
 <ul>
-<li class="chapter" data-level="" data-path="ai-acts-orders-and-policies.html"><a href="ai-acts-orders-and-policies.html#the-eu-ai-act"><i class="fa fa-check"></i>The EU AI Act</a></li>
-<li class="chapter" data-level="" data-path="ai-acts-orders-and-policies.html"><a href="ai-acts-orders-and-policies.html#industry-specific-policies"><i class="fa fa-check"></i>Industry-specific policies</a>
+<li class="chapter" data-level="" data-path="ai-acts-orders-and-regulations.html"><a href="ai-acts-orders-and-regulations.html#the-eu-ai-act"><i class="fa fa-check"></i>The EU AI Act</a></li>
+<li class="chapter" data-level="" data-path="ai-acts-orders-and-regulations.html"><a href="ai-acts-orders-and-regulations.html#industry-specific-policies"><i class="fa fa-check"></i>Industry-specific policies</a>
 <ul>
-<li class="chapter" data-level="" data-path="ai-acts-orders-and-policies.html"><a href="ai-acts-orders-and-policies.html#education"><i class="fa fa-check"></i>Education</a></li>
-<li class="chapter" data-level="" data-path="ai-acts-orders-and-policies.html"><a href="ai-acts-orders-and-policies.html#healthcare"><i class="fa fa-check"></i>Healthcare</a></li>
+<li class="chapter" data-level="" data-path="ai-acts-orders-and-regulations.html"><a href="ai-acts-orders-and-regulations.html#education"><i class="fa fa-check"></i>Education</a></li>
+<li class="chapter" data-level="" data-path="ai-acts-orders-and-regulations.html"><a href="ai-acts-orders-and-regulations.html#healthcare"><i class="fa fa-check"></i>Healthcare</a></li>
 </ul></li>
 </ul></li>
 <li class="chapter" data-level="" data-path="video-ai-acts-orders-and-policies.html"><a href="video-ai-acts-orders-and-policies.html"><i class="fa fa-check"></i>VIDEO AI acts, orders, and policies</a></li>