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diff --git a/docs/00-intro.md b/docs/00-intro.md
@@ -3,7 +3,7 @@
 
 
 
-# VIDEO Summary of This Course
+# VIDEO Summary of This Course {.unlisted .unnumbered}
 
 # Introduction
 
@@ -42,7 +42,5 @@ We also believe that learning is a life-long process. This specialization is tar
 
 <img src="resources/images/00-intro_files/figure-html//13QC5DTLefV5AIUd_3QPW42D-Zf2Yf6tgrJivIf7jbaQ_g2a3e68cb5a3_0_16.png" title="CAPTION HERE" alt="CAPTION HERE" width="100%" style="display: block; margin: auto;" />
 
-## Curriculum  
 
-The course covers...
 
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diff --git a/docs/404.html b/docs/404.html
@@ -115,20 +115,18 @@
 <li class="chapter" data-level="" data-path="index.html"><a href="index.html#available-course-formats"><i class="fa fa-check"></i>Available course formats</a></li>
 </ul></li>
 <li class="part"><span><b>Introduction</b></span></li>
-<li class="chapter" data-level="" data-path="video-summary-of-this-course.html"><a href="video-summary-of-this-course.html"><i class="fa fa-check"></i>VIDEO Summary of This Course</a></li>
 <li class="chapter" data-level="" data-path="introduction.html"><a href="introduction.html"><i class="fa fa-check"></i>Introduction</a>
 <ul>
 <li class="chapter" data-level="" data-path="introduction.html"><a href="introduction.html#motivation"><i class="fa fa-check"></i>Motivation</a></li>
 <li class="chapter" data-level="" data-path="introduction.html"><a href="introduction.html#target-audience"><i class="fa fa-check"></i>Target Audience</a></li>
-<li class="chapter" data-level="" data-path="introduction.html"><a href="introduction.html#curriculum"><i class="fa fa-check"></i>Curriculum</a></li>
 </ul></li>
 <li class="part"><span><b>Exploring AI Possibilities</b></span></li>
 <li class="chapter" data-level="" data-path="introduction-to-exploring-ai-possibilities.html"><a href="introduction-to-exploring-ai-possibilities.html"><i class="fa fa-check"></i>Introduction to Exploring AI Possibilities</a>
 <ul>
 <li class="chapter" data-level="" data-path="introduction-to-exploring-ai-possibilities.html"><a href="introduction-to-exploring-ai-possibilities.html#introduction-1"><i class="fa fa-check"></i>Introduction</a></li>
 <li class="chapter" data-level="" data-path="introduction-to-exploring-ai-possibilities.html"><a href="introduction-to-exploring-ai-possibilities.html#motivation-1"><i class="fa fa-check"></i>Motivation</a></li>
 <li class="chapter" data-level="" data-path="introduction-to-exploring-ai-possibilities.html"><a href="introduction-to-exploring-ai-possibilities.html#target-audience-1"><i class="fa fa-check"></i>Target Audience</a></li>
-<li class="chapter" data-level="" data-path="introduction-to-exploring-ai-possibilities.html"><a href="introduction-to-exploring-ai-possibilities.html#curriculum-1"><i class="fa fa-check"></i>Curriculum</a></li>
+<li class="chapter" data-level="" data-path="introduction-to-exploring-ai-possibilities.html"><a href="introduction-to-exploring-ai-possibilities.html#curriculum"><i class="fa fa-check"></i>Curriculum</a></li>
 <li class="chapter" data-level="" data-path="introduction-to-exploring-ai-possibilities.html"><a href="introduction-to-exploring-ai-possibilities.html#learning-objectives"><i class="fa fa-check"></i>Learning Objectives</a></li>
 </ul></li>
 <li class="chapter" data-level="" data-path="video-introduction-to-exploring-ai-possibilities.html"><a href="video-introduction-to-exploring-ai-possibilities.html"><i class="fa fa-check"></i>VIDEO Introduction to Exploring AI Possibilities</a></li>
@@ -238,7 +236,7 @@
 <ul>
 <li class="chapter" data-level="" data-path="introduction-to-avoiding-ai-harm.html"><a href="introduction-to-avoiding-ai-harm.html#motivation-2"><i class="fa fa-check"></i>Motivation</a></li>
 <li class="chapter" data-level="" data-path="introduction-to-avoiding-ai-harm.html"><a href="introduction-to-avoiding-ai-harm.html#target-audience-2"><i class="fa fa-check"></i>Target Audience</a></li>
-<li class="chapter" data-level="" data-path="introduction-to-avoiding-ai-harm.html"><a href="introduction-to-avoiding-ai-harm.html#curriculum-2"><i class="fa fa-check"></i>Curriculum</a></li>
+<li class="chapter" data-level="" data-path="introduction-to-avoiding-ai-harm.html"><a href="introduction-to-avoiding-ai-harm.html#curriculum-1"><i class="fa fa-check"></i>Curriculum</a></li>
 <li class="chapter" data-level="" data-path="introduction-to-avoiding-ai-harm.html"><a href="introduction-to-avoiding-ai-harm.html#learning-objectives-1"><i class="fa fa-check"></i>Learning Objectives</a></li>
 </ul></li>
 <li class="chapter" data-level="" data-path="societal-impact.html"><a href="societal-impact.html"><i class="fa fa-check"></i>Societal Impact</a>
@@ -354,7 +352,7 @@
 <ul>
 <li class="chapter" data-level="" data-path="introduction-to-determining-ai-needs.html"><a href="introduction-to-determining-ai-needs.html#motivation-3"><i class="fa fa-check"></i>Motivation</a></li>
 <li class="chapter" data-level="" data-path="introduction-to-determining-ai-needs.html"><a href="introduction-to-determining-ai-needs.html#target-audience-3"><i class="fa fa-check"></i>Target Audience</a></li>
-<li class="chapter" data-level="" data-path="introduction-to-determining-ai-needs.html"><a href="introduction-to-determining-ai-needs.html#curriculum-3"><i class="fa fa-check"></i>Curriculum</a></li>
+<li class="chapter" data-level="" data-path="introduction-to-determining-ai-needs.html"><a href="introduction-to-determining-ai-needs.html#curriculum-2"><i class="fa fa-check"></i>Curriculum</a></li>
 </ul></li>
 <li class="chapter" data-level="" data-path="video-what-are-the-components-of-ai.html"><a href="video-what-are-the-components-of-ai.html"><i class="fa fa-check"></i>VIDEO: What are the Components of AI</a></li>
 <li class="chapter" data-level="" data-path="what-are-the-components-of-ai.html"><a href="what-are-the-components-of-ai.html"><i class="fa fa-check"></i>What are the components of AI?</a>
@@ -449,7 +447,7 @@
 <ul>
 <li class="chapter" data-level="" data-path="introduction-to-developing-ai-policy.html"><a href="introduction-to-developing-ai-policy.html#motivation-4"><i class="fa fa-check"></i>Motivation</a></li>
 <li class="chapter" data-level="" data-path="introduction-to-developing-ai-policy.html"><a href="introduction-to-developing-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-ai-policy.html"><a href="introduction-to-developing-ai-policy.html#curriculum-4"><i class="fa fa-check"></i>Curriculum</a></li>
+<li class="chapter" data-level="" data-path="introduction-to-developing-ai-policy.html"><a href="introduction-to-developing-ai-policy.html#curriculum-3"><i class="fa fa-check"></i>Curriculum</a></li>
 <li class="chapter" data-level="" data-path="introduction-to-developing-ai-policy.html"><a href="introduction-to-developing-ai-policy.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>

diff --git a/docs/About.md b/docs/About.md
@@ -46,7 +46,7 @@ These credits are based on our [course contributors table guidelines](https://ww
 ##  collate  en_US.UTF-8                 
 ##  ctype    en_US.UTF-8                 
 ##  tz       Etc/UTC                     
-##  date     2024-01-06                  
+##  date     2024-01-08                  
 ## 
 ## ─ Packages ───────────────────────────────────────────────────────────────────
 ##  package     * version date       lib source                            

diff --git a/docs/about-the-authors.html b/docs/about-the-authors.html
@@ -115,20 +115,18 @@
 <li class="chapter" data-level="" data-path="index.html"><a href="index.html#available-course-formats"><i class="fa fa-check"></i>Available course formats</a></li>
 </ul></li>
 <li class="part"><span><b>Introduction</b></span></li>
-<li class="chapter" data-level="" data-path="video-summary-of-this-course.html"><a href="video-summary-of-this-course.html"><i class="fa fa-check"></i>VIDEO Summary of This Course</a></li>
 <li class="chapter" data-level="" data-path="introduction.html"><a href="introduction.html"><i class="fa fa-check"></i>Introduction</a>
 <ul>
 <li class="chapter" data-level="" data-path="introduction.html"><a href="introduction.html#motivation"><i class="fa fa-check"></i>Motivation</a></li>
 <li class="chapter" data-level="" data-path="introduction.html"><a href="introduction.html#target-audience"><i class="fa fa-check"></i>Target Audience</a></li>
-<li class="chapter" data-level="" data-path="introduction.html"><a href="introduction.html#curriculum"><i class="fa fa-check"></i>Curriculum</a></li>
 </ul></li>
 <li class="part"><span><b>Exploring AI Possibilities</b></span></li>
 <li class="chapter" data-level="" data-path="introduction-to-exploring-ai-possibilities.html"><a href="introduction-to-exploring-ai-possibilities.html"><i class="fa fa-check"></i>Introduction to Exploring AI Possibilities</a>
 <ul>
 <li class="chapter" data-level="" data-path="introduction-to-exploring-ai-possibilities.html"><a href="introduction-to-exploring-ai-possibilities.html#introduction-1"><i class="fa fa-check"></i>Introduction</a></li>
 <li class="chapter" data-level="" data-path="introduction-to-exploring-ai-possibilities.html"><a href="introduction-to-exploring-ai-possibilities.html#motivation-1"><i class="fa fa-check"></i>Motivation</a></li>
 <li class="chapter" data-level="" data-path="introduction-to-exploring-ai-possibilities.html"><a href="introduction-to-exploring-ai-possibilities.html#target-audience-1"><i class="fa fa-check"></i>Target Audience</a></li>
-<li class="chapter" data-level="" data-path="introduction-to-exploring-ai-possibilities.html"><a href="introduction-to-exploring-ai-possibilities.html#curriculum-1"><i class="fa fa-check"></i>Curriculum</a></li>
+<li class="chapter" data-level="" data-path="introduction-to-exploring-ai-possibilities.html"><a href="introduction-to-exploring-ai-possibilities.html#curriculum"><i class="fa fa-check"></i>Curriculum</a></li>
 <li class="chapter" data-level="" data-path="introduction-to-exploring-ai-possibilities.html"><a href="introduction-to-exploring-ai-possibilities.html#learning-objectives"><i class="fa fa-check"></i>Learning Objectives</a></li>
 </ul></li>
 <li class="chapter" data-level="" data-path="video-introduction-to-exploring-ai-possibilities.html"><a href="video-introduction-to-exploring-ai-possibilities.html"><i class="fa fa-check"></i>VIDEO Introduction to Exploring AI Possibilities</a></li>
@@ -238,7 +236,7 @@
 <ul>
 <li class="chapter" data-level="" data-path="introduction-to-avoiding-ai-harm.html"><a href="introduction-to-avoiding-ai-harm.html#motivation-2"><i class="fa fa-check"></i>Motivation</a></li>
 <li class="chapter" data-level="" data-path="introduction-to-avoiding-ai-harm.html"><a href="introduction-to-avoiding-ai-harm.html#target-audience-2"><i class="fa fa-check"></i>Target Audience</a></li>
-<li class="chapter" data-level="" data-path="introduction-to-avoiding-ai-harm.html"><a href="introduction-to-avoiding-ai-harm.html#curriculum-2"><i class="fa fa-check"></i>Curriculum</a></li>
+<li class="chapter" data-level="" data-path="introduction-to-avoiding-ai-harm.html"><a href="introduction-to-avoiding-ai-harm.html#curriculum-1"><i class="fa fa-check"></i>Curriculum</a></li>
 <li class="chapter" data-level="" data-path="introduction-to-avoiding-ai-harm.html"><a href="introduction-to-avoiding-ai-harm.html#learning-objectives-1"><i class="fa fa-check"></i>Learning Objectives</a></li>
 </ul></li>
 <li class="chapter" data-level="" data-path="societal-impact.html"><a href="societal-impact.html"><i class="fa fa-check"></i>Societal Impact</a>
@@ -354,7 +352,7 @@
 <ul>
 <li class="chapter" data-level="" data-path="introduction-to-determining-ai-needs.html"><a href="introduction-to-determining-ai-needs.html#motivation-3"><i class="fa fa-check"></i>Motivation</a></li>
 <li class="chapter" data-level="" data-path="introduction-to-determining-ai-needs.html"><a href="introduction-to-determining-ai-needs.html#target-audience-3"><i class="fa fa-check"></i>Target Audience</a></li>
-<li class="chapter" data-level="" data-path="introduction-to-determining-ai-needs.html"><a href="introduction-to-determining-ai-needs.html#curriculum-3"><i class="fa fa-check"></i>Curriculum</a></li>
+<li class="chapter" data-level="" data-path="introduction-to-determining-ai-needs.html"><a href="introduction-to-determining-ai-needs.html#curriculum-2"><i class="fa fa-check"></i>Curriculum</a></li>
 </ul></li>
 <li class="chapter" data-level="" data-path="video-what-are-the-components-of-ai.html"><a href="video-what-are-the-components-of-ai.html"><i class="fa fa-check"></i>VIDEO: What are the Components of AI</a></li>
 <li class="chapter" data-level="" data-path="what-are-the-components-of-ai.html"><a href="what-are-the-components-of-ai.html"><i class="fa fa-check"></i>What are the components of AI?</a>
@@ -449,7 +447,7 @@
 <ul>
 <li class="chapter" data-level="" data-path="introduction-to-developing-ai-policy.html"><a href="introduction-to-developing-ai-policy.html#motivation-4"><i class="fa fa-check"></i>Motivation</a></li>
 <li class="chapter" data-level="" data-path="introduction-to-developing-ai-policy.html"><a href="introduction-to-developing-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-ai-policy.html"><a href="introduction-to-developing-ai-policy.html#curriculum-4"><i class="fa fa-check"></i>Curriculum</a></li>
+<li class="chapter" data-level="" data-path="introduction-to-developing-ai-policy.html"><a href="introduction-to-developing-ai-policy.html#curriculum-3"><i class="fa fa-check"></i>Curriculum</a></li>
 <li class="chapter" data-level="" data-path="introduction-to-developing-ai-policy.html"><a href="introduction-to-developing-ai-policy.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>
@@ -636,7 +634,7 @@ <h1>About the Authors</h1>
 ##  collate  en_US.UTF-8                 
 ##  ctype    en_US.UTF-8                 
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-##  date     2024-01-06                  
+##  date     2024-01-08                  
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 ##  package     * version date       lib source