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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 {.unlisted .unnumbered}
+<!-- # VIDEO Summary of This Course {.unlisted .unnumbered} -->
 
 # Introduction
 

diff --git a/docs/01a-AI_Possibilities-intro.md b/docs/01a-AI_Possibilities-intro.md
@@ -44,6 +44,6 @@ We will learn how to:
 **Disclaimer:** The thoughts and ideas presented in this course are not to be substituted for legal or ethical advice and are only meant to give you a starting point for gathering information about AI policy and regulations to consider.
 </div>
 
-# VIDEO Introduction to Exploring AI Possibilities {.unlisted .unnumbered}
+<!-- # VIDEO Introduction to Exploring AI Possibilities {.unlisted .unnumbered} -->
 
-You can find the Google Slides for this video [here](https://docs.google.com/presentation/d/1M6lqJoN0yQDPJtO8nGWYrb7pI6kNv3uZeKcB8y5iPok/edit?usp=sharing).
+<!-- You can find the Google Slides for this video [here](https://docs.google.com/presentation/d/1M6lqJoN0yQDPJtO8nGWYrb7pI6kNv3uZeKcB8y5iPok/edit?usp=sharing). -->
diff --git a/docs/01b-AI_Possibilities-what_is_ai.md b/docs/01b-AI_Possibilities-what_is_ai.md
@@ -1,9 +1,9 @@
 
 
 
-# VIDEO What Is AI
+<!-- # VIDEO What Is AI -->
 
-You can find the Google Slides for this video [here](https://docs.google.com/presentation/d/1-Mm-Vym3xdtB8xLRHR24jNCLSbNgFHw6N62iJrYe63c/edit?usp=sharing).
+<!-- You can find the Google Slides for this video [here](https://docs.google.com/presentation/d/1-Mm-Vym3xdtB8xLRHR24jNCLSbNgFHw6N62iJrYe63c/edit?usp=sharing). -->
 
 # What Is Artificial Intelligence
 

diff --git a/docs/01c-AI_Possibilities-how_ai_works.md b/docs/01c-AI_Possibilities-how_ai_works.md
@@ -1,9 +1,9 @@
 
 
 
-# VIDEO How AI Works
+<!-- # VIDEO How AI Works -->
 
-You can find the Google Slides for this video [here](https://docs.google.com/presentation/d/1OydUyEv1uEzn8ONPznxH1mGd4VHC9n88_aUGqkHJX4I/edit?usp=sharing).
+<!-- You can find the Google Slides for this video [here](https://docs.google.com/presentation/d/1OydUyEv1uEzn8ONPznxH1mGd4VHC9n88_aUGqkHJX4I/edit?usp=sharing). -->
 
 # How AI Works
 

diff --git a/docs/01d-AI_Possibilities-ai_types.md b/docs/01d-AI_Possibilities-ai_types.md
@@ -1,9 +1,9 @@
 
 
 
-# VIDEO Different Types of AI
+<!-- # VIDEO Different Types of AI -->
 
-You can find the Google Slides for this video [here](https://docs.google.com/presentation/d/1UiYOR_4a68524XsCv-f950n_CfbyNJVez2KdAjq2ltU/edit?usp=sharing).
+<!-- You can find the Google Slides for this video [here](https://docs.google.com/presentation/d/1UiYOR_4a68524XsCv-f950n_CfbyNJVez2KdAjq2ltU/edit?usp=sharing). -->
 
 # Demystifying Types of AI
 

diff --git a/docs/01e-AI_Possibilities-possibilities.md b/docs/01e-AI_Possibilities-possibilities.md
@@ -1,9 +1,9 @@
 
 
 
-# VIDEO Real Life Possibilities
+<!-- # VIDEO Real Life Possibilities -->
 
-You can find the Google Slides for this video [here](https://docs.google.com/presentation/d/16FlAoE9-kTinf4ErYYtDs5Ge2thneUtQUawem_eaHtc/edit?usp=sharing).
+<!-- You can find the Google Slides for this video [here](https://docs.google.com/presentation/d/16FlAoE9-kTinf4ErYYtDs5Ge2thneUtQUawem_eaHtc/edit?usp=sharing). -->
 
 # What AI Makes Possible
 

diff --git a/docs/01f-AI_Possibilities-ground_rules.md b/docs/01f-AI_Possibilities-ground_rules.md
@@ -33,7 +33,7 @@ The rapidly changing AI landscape has brought unexpected ethical challenges. To
 
 To learn more about how to responsibly use and develop AI, check out the following minicourse about Avoiding AI harm.
 
-# VIDEO Knowing the Ground Rules {.unlisted .unnumbered}
+<!-- # VIDEO Knowing the Ground Rules {.unlisted .unnumbered} -->
 
 <br>
 <div class = disclaimer>

diff --git a/docs/03a-Determining-AI-Needs-intro.md b/docs/03a-Determining-AI-Needs-intro.md
@@ -3,13 +3,13 @@
 
 
 
-# VIDEO Introduction to Determining AI Needs Video
+<!-- # VIDEO Introduction to Determining AI Needs Video -->
 
-This video introduces the 'Determining AI Needs' course.
+<!-- This video introduces the 'Determining AI Needs' course. -->
 
-<!-- <iframe width="560" height="315" src="https://www.youtube-nocookie.com/embed/ID" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe> --> 
+<!-- <!-- <iframe width="560" height="315" src="https://www.youtube-nocookie.com/embed/ID" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe> -->  -->
 
-You can view and download the Google Slides [here](https://docs.google.com/presentation/d/1COHDxEwy9GwXAgUJLBqjDjWm-lqdKy2n3Qds4ivM4UA/edit).
+<!-- You can view and download the Google Slides [here](https://docs.google.com/presentation/d/1COHDxEwy9GwXAgUJLBqjDjWm-lqdKy2n3Qds4ivM4UA/edit). -->
 
 
 # Introduction to Determining AI Needs

diff --git a/docs/03b-Determining-AI-Needs-components.md b/docs/03b-Determining-AI-Needs-components.md
@@ -1,11 +1,11 @@
 
-# VIDEO: What are the Components of AI
+<!-- # VIDEO: What are the Components of AI -->
 
-This video discusses the components of AI tools and what constitutes a good AI model.
+<!-- This video discusses the components of AI tools and what constitutes a good AI model. -->
 
-<!-- <iframe width="560" height="315" src="https://www.youtube-nocookie.com/embed/ID" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe> -->
+<!-- <!-- <iframe width="560" height="315" src="https://www.youtube-nocookie.com/embed/ID" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe> --> -->
 
-You can view and download the Google Slides [here](https://docs.google.com/presentation/d/1Le4EqKaQKJskZDFrO0h2I0mP-s23C8UHFenhMeFpmu8/edit).
+<!-- You can view and download the Google Slides [here](https://docs.google.com/presentation/d/1Le4EqKaQKJskZDFrO0h2I0mP-s23C8UHFenhMeFpmu8/edit). -->
 
 # What are the components of AI?
 

diff --git a/docs/03c-Determining-AI-Needs-determining-needs.md b/docs/03c-Determining-AI-Needs-determining-needs.md
@@ -1,10 +1,10 @@
-# VIDEO: Determining your AI needs
+<!-- # VIDEO: Determining your AI needs -->
 
-This video describes how to determine what custom AI needs your project has.  
+<!-- This video describes how to determine what custom AI needs your project has.   -->
 
-<!-- <iframe width="560" height="315" src="https://www.youtube-nocookie.com/embed/ID" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe> -->
+<!-- <!-- <iframe width="560" height="315" src="https://www.youtube-nocookie.com/embed/ID" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe> --> -->
 
-You can view and download the Google Slides [here](https://docs.google.com/presentation/d/1GgsDe7dYA91RY_xCbcDRzSPGuxIMXnyHPbzL1h57pE4/edit).
+<!-- You can view and download the Google Slides [here](https://docs.google.com/presentation/d/1GgsDe7dYA91RY_xCbcDRzSPGuxIMXnyHPbzL1h57pE4/edit). -->
 
 # Determining your AI needs
 

diff --git a/docs/03d-Determining-AI-Needs-knowledge.md b/docs/03d-Determining-AI-Needs-knowledge.md
@@ -1,10 +1,10 @@
-# VIDEO: Customized Knowledge for AI
+<!-- # VIDEO: Customized Knowledge for AI -->
 
-This video discusses how to address custom knowledge needs for an AI tool.
+<!-- This video discusses how to address custom knowledge needs for an AI tool. -->
 
-<!-- <iframe width="560" height="315" src="https://www.youtube-nocookie.com/embed/ID" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe> -->
+<!-- <!-- <iframe width="560" height="315" src="https://www.youtube-nocookie.com/embed/ID" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe> --> -->
 
-You can view and download the Google Slides [here](https://docs.google.com/presentation/d/1rdVYJyS7xLYDsoZwC99VyQSnnaKelUnsVG4j2rHWjFA/edit).
+<!-- You can view and download the Google Slides [here](https://docs.google.com/presentation/d/1rdVYJyS7xLYDsoZwC99VyQSnnaKelUnsVG4j2rHWjFA/edit). -->
 
 # Customized Knowledge for AI
 

diff --git a/docs/03e-Determining-AI-Needs-security.md b/docs/03e-Determining-AI-Needs-security.md
@@ -1,10 +1,10 @@
-# VIDEO: Customized Security for AI
+<!-- # VIDEO: Customized Security for AI -->
 
-This video discusses how to address custom security needs for an AI tool.
+<!-- This video discusses how to address custom security needs for an AI tool. -->
 
-<!-- <iframe width="560" height="315" src="https://www.youtube-nocookie.com/embed/ID" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe> --> 
+<!-- <!-- <iframe width="560" height="315" src="https://www.youtube-nocookie.com/embed/ID" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe> -->  -->
 
-You can view and download the Google Slides [here](https://docs.google.com/presentation/d/1tv-hol-c_IWBRu7RcPVaSBrxXVOMBRQdDQR3RJDZ20c/edit).
+<!-- You can view and download the Google Slides [here](https://docs.google.com/presentation/d/1tv-hol-c_IWBRu7RcPVaSBrxXVOMBRQdDQR3RJDZ20c/edit). -->
 
 # Customized Security for AI
 

diff --git a/docs/03f-Determining-AI-Needs-interface.md b/docs/03f-Determining-AI-Needs-interface.md
@@ -1,10 +1,10 @@
-# VIDEO: Customized Interface for AI
+<!-- # VIDEO: Customized Interface for AI -->
 
-This video discusses how to address custom interface needs for an AI tool.
+<!-- This video discusses how to address custom interface needs for an AI tool. -->
 
-<!-- <iframe width="560" height="315" src="https://www.youtube-nocookie.com/embed/ID" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe> -->
+<!-- <!-- <iframe width="560" height="315" src="https://www.youtube-nocookie.com/embed/ID" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe> --> -->
 
-You can view and download the Google Slides [here](https://docs.google.com/presentation/d/1qrR_FHMrYr4ZUgghC5FE4sJ107uv7QPisyGPTPI4I1g/edit).
+<!-- You can view and download the Google Slides [here](https://docs.google.com/presentation/d/1qrR_FHMrYr4ZUgghC5FE4sJ107uv7QPisyGPTPI4I1g/edit). -->
 
 # Customized Interfaces for AI
 

diff --git a/docs/03g-Determining-AI-Needs-evaluation.md b/docs/03g-Determining-AI-Needs-evaluation.md
@@ -1,10 +1,10 @@
-# VIDEO: Evaluating your customized AI tool
+<!-- # VIDEO: Evaluating your customized AI tool -->
 
-This video discusses how to evaluate your customized AI tool.
+<!-- This video discusses how to evaluate your customized AI tool. -->
 
-<!-- <iframe width="560" height="315" src="https://www.youtube-nocookie.com/embed/ID" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe>
+<!-- <!-- <iframe width="560" height="315" src="https://www.youtube-nocookie.com/embed/ID" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe> -->
 
-You can view and download the Google Slides [here](https://docs.google.com/presentation/d/1ucUX_guHTpuFipcdMKgi_8BGKNzLYtntobyEqZYdDFM/edit). -->
+<!-- You can view and download the Google Slides [here](https://docs.google.com/presentation/d/1ucUX_guHTpuFipcdMKgi_8BGKNzLYtntobyEqZYdDFM/edit). --> -->
 
 # Evaluating your customized AI tool
 

diff --git a/docs/04b-AI_Policy-ai_regs_and_laws.md b/docs/04b-AI_Policy-ai_regs_and_laws.md
@@ -91,4 +91,4 @@ The AMA and health care leaders have highlighted the importance of specialized e
 
 The medical community should actively shape the development of AI-enabled technologies by advocating for clinically-informed standards for the training of AI, and for the evaluation of the value of AI in real-world health care settings. At an institutional level, specialized clinical expertise is required to create policies that align AI adoption with standards for health care delivery. And in-depth knowledge of U.S. health insurance system is required to understand how complexity and lack of standardization in this landscape may impact AI adoption in clinical operations (schulman2023). In summary, health care leaders and the medical community need to play an active role in the development of new AI regulations and policy.
 
-# VIDEO AI acts, orders, and policies
+<!-- # VIDEO AI acts, orders, and policies -->
diff --git a/docs/04c-AI_Policy-how_to_navigate.md b/docs/04c-AI_Policy-how_to_navigate.md
@@ -25,7 +25,7 @@ New technology adoption is scary, and while caution is advisable, all-out bans a
 
 Employees will use AI and this will make them more effective. Thoughtful AI policies can balance your employees' use with safety and security measures.
 
-# VIDEO Why do I need an AI policy?
+<!-- # VIDEO Why do I need an AI policy? -->
 
 # Elements of an AI policy
 
@@ -61,7 +61,7 @@ In general, a policy might have sections devoted to the following topics:
 
 1. _Feedback and Review_. In this section, you can establish a mechanism for regularly reviewing and updating the AI policy as technology and best practices evolve. You may also want to implement procedures for employees to give feedback about AI issues or concerns within your organization.
 
-# VIDEO Elements of an AI policy
+<!-- # VIDEO Elements of an AI policy -->
 
 # Building an AI advisory team
 
@@ -97,4 +97,4 @@ The specific roles and their required skillsets will vary depending on the size,
 
 <img src="resources/images/04c-AI_Policy-how_to_navigate_files/figure-html//1H3ppNjSW6OU25Z44MZWMtl1R_MH8BT-roJxiiH5Rlyk_g2a83edd52b2_0_214.png" width="100%" />
 
-# VIDEO Building an AI advisory team
+<!-- # VIDEO Building an AI advisory team -->
diff --git a/docs/04d-AI_Policy-data_laws.md b/docs/04d-AI_Policy-data_laws.md
@@ -49,4 +49,4 @@ The issue of whose fault it is when an AI system fails (and thus who is responsi
 As a general rule of thumb: **when in doubt, talk to your legal counsel!** They can offer you the best advice for your organization and your situation.  The information in this course is **ONLY** meant as starting point for you as you create AI guidelines for your organization. You can also seek guidance from your governance and compliance experts.
 
 
-# VIDEO Other laws to consider
+<!-- # VIDEO Other laws to consider -->
diff --git a/docs/04e-AI_Policy-creating_your_ai_policy.md b/docs/04e-AI_Policy-creating_your_ai_policy.md
@@ -44,4 +44,4 @@ Good AI policies are most effective when they are easy for people to follow. Thi
 In situations like these, one way to approach training is to focus on major points people should consider, clearly outline the steps people can take to do the right thing, and identify who people can approach when they have questions. Many people may not solidly know the answers to all questions, but the right people can help you find the answer. Training people how to loop in the proper people, and to ask for help from the very beginning, might save them stress later.
 
 
-# VIDEO Considerations for creating an AI Policy
+<!-- # VIDEO Considerations for creating an AI Policy -->
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Expand Up		@@ -3,7 +3,7 @@



		# VIDEO Summary of This Course {.unlisted .unnumbered}
		<!-- # VIDEO Summary of This Course {.unlisted .unnumbered} -->

		# Introduction

Expand Down
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Expand Up		@@ -91,4 +91,4 @@ The AMA and health care leaders have highlighted the importance of specialized e

		The medical community should actively shape the development of AI-enabled technologies by advocating for clinically-informed standards for the training of AI, and for the evaluation of the value of AI in real-world health care settings. At an institutional level, specialized clinical expertise is required to create policies that align AI adoption with standards for health care delivery. And in-depth knowledge of U.S. health insurance system is required to understand how complexity and lack of standardization in this landscape may impact AI adoption in clinical operations (schulman2023). In summary, health care leaders and the medical community need to play an active role in the development of new AI regulations and policy.

		# VIDEO AI acts, orders, and policies
		<!-- # VIDEO AI acts, orders, and policies -->
Original file line number	Diff line number	Diff line change
Expand Up		@@ -49,4 +49,4 @@ The issue of whose fault it is when an AI system fails (and thus who is responsi
		As a general rule of thumb: when in doubt, talk to your legal counsel! They can offer you the best advice for your organization and your situation. The information in this course is ONLY meant as starting point for you as you create AI guidelines for your organization. You can also seek guidance from your governance and compliance experts.


		# VIDEO Other laws to consider
		<!-- # VIDEO Other laws to consider -->
Original file line number	Diff line number	Diff line change
Expand Up		@@ -44,4 +44,4 @@ Good AI policies are most effective when they are easy for people to follow. Thi
		In situations like these, one way to approach training is to focus on major points people should consider, clearly outline the steps people can take to do the right thing, and identify who people can approach when they have questions. Many people may not solidly know the answers to all questions, but the right people can help you find the answer. Training people how to loop in the proper people, and to ask for help from the very beginning, might save them stress later.


		# VIDEO Considerations for creating an AI Policy
		<!-- # VIDEO Considerations for creating an AI Policy -->