HEALTHCARE AI Bootcamp

Resources

Resources & Sources

Curated guidance, reports, tools, and thought leadership to support your responsible use of AI in healthcare.

Best practices, clinical applications, and foundational reading for providers.
Specific Studies:
- Bias in Medical AI: Implications for Clinical Decision-Making
- Large Language Models and Emergence: A Complex Systems Perspective (arXiv)

White House
- Executive Order: Removing Barriers to American Leadership in Artificial Intelligence (January 23, 2025)
- OSTP: AI Procurement & Use Policies
National Institute of Standards and Technology (NIST)
- Regulatory Science for Medical Devices & AI
- Artificial Intelligence
- Artificial Intelligence Risk Management Framework - Generative Artificial Intelligence Profile
U.S. Department of Health & Human Services (HHS)
- Office of Civil Rights
- Assistant Secretary of Technology Policy - Office of the National Coordinator for Health Information Technology
Food and Drug Administration (FDA)
- Lifecycle Management of AI-Enabled Healthcare Tools
Federal Trade Commission (FTC)
- Federation of State Medical Boards – Incorporating AI into Practice
- IAPP US State AI Governance Legislation Tracker
- Artificial Intelligence – California Telehealth Resource Center
- AI Toolkit Series:

Webinars – AI Governance

($) indicates a paid session.

AGI & AI

Section — AI Safety and the Risks of AGI
AI UK — Is AGI Really Imminent?
Gartner — The Future of AGI: Hype vs. Reality
Stanford HAI — Presenting the 2025 AI Index Report

AI Governance

TechCrunch — Navigating AI’s Legal & Ethical Minefield
Georgetown CSET — Year-End Review: Recapping Global AI Governance Efforts
Georgetown CSET — What’s Next in AI Governance
IAPP — AI Governance Pros: Who, What & Why Now?
RAI Institute — Responsible AI in 2025: What’s Real, What’s Next, and What Matters
Gartner — Take a Blended Approach to Implement Enterprise AI Governance
Gartner — The 2025 Playbook for Executive AI Governance Strategy
Alan Turing Institute — Implementing the EU AI Act Through Standards
AI UK — Responsible AI
EU AI Office — AI Literacy

Agents

Gartner — AI Agents: The Next Big Thing in AI
Gartner — Business Value Drivers for Agentic AI
PLI — Understanding Agentic AI ($)

Enterprise AI

Gartner — An Introduction to GenAI for Procurement
Gartner — Framework for Tech Professionals to Evaluate & Select LLMs
Gartner — GenAI & Productivity: Where to Focus for Maximum Impact
Gartner — GenAI & Productivity: Where to Focus for Maximum Impact (June update)
Gartner — 10 Best Practices to Scale GenAI Across the Enterprise
Gartner — AI Maturity & Roadmap: Accelerate Your Journey to AI Excellence
Gartner — The Top AI Trends for 2025
Gartner — The Top AI Trends for the C-Suite in 2025
Gartner — How to Shift Organizational Culture to Embrace AI
Gartner — The Gartner Hype Cycle for GenAI 2025
Section — What Kills an AI Pilot?
Section — The Inside View of AI from the Boardroom
Section — The AI Valuation Playbook
Stanford GSB — Enterprise AI: What Works, What Doesn’t & What’s Next

Future of Work

RAI Institute — AI Empowerment in the Workplace
Gartner — How to Address Organizational Fears and Over-Expectations of AI
Gartner — The AI-Era Learning Manifesto: Supercharge Skills Development that Drives Outcomes
Gartner — When & How AI Will Transform Work
Section — Thriving in the Age of AI with Scott Galloway
Gartner — How AI Impacts Job Disruption, Productivity Gains & Value Creation
Section — How AI Is Transforming the Labor Market

Health AI

IAPP — Exploring AI’s Impact on Health Care
Stanford HAI — Charting AI’s Future in Health & Medicine
Health AI Partnership - Practical Advice for AI Product Due Diligence for Safety Net Healthcare
Health AI Partnership - Lessons Learned from Replicating an AI/ML-Driven Pediatric Asthma Care Model across Safety Net Settings
Health AI Partnership - Leveraging Artificial Intelligence in the FQHC Setting

Human-AI Collaboration

Alan Turing Institute — Can We Live with AI?
Section — Human-AI Collaboration
Section — Unlocking Human Superpowers with AI with Reid Hoffman
Section — AI as an Advanced Thought Partner
Section — Beyond Implementing ChatGPT: Building a Truly AI-Powered Team
Stanford HAI — Deploying AI in Organizations & Society
Stanford HAI — The Impact of AI on Writing
Gartner — How AI Is Changing Human Behavior and What to Do About It

Law & Policy

TechCrunch — The Future of AI Governance
Gartner — How to Prepare for Shifting US Federal Government AI Policy
EU AI Office — Architecture of the AI Act
Athens Roundtable — AI and the Rule of Law
PLI — AI Ethics: How to Achieve Compliance in the New World ($)
PLI — AI Law 2025 ($)
Gartner — Practical Guidance to Prepare for the EU AI Act
Univ. of Toronto — Will Copyright Derail GenAI Technologies?
EU AI Office — AI Literacy
Gartner — How Executive Leaders Can Prepare for Emerging AI Laws
PLI — EU & US Approaches to AI Risk ($)
PLI — Hot Topics in AI: Attorneys General Weigh in on AI ($)
EU AI Office — AI Continent Action Plan and Apply AI Strategy
EU AI Office — Guidelines for Prohibited AI Practices and the Definition of an AI System
PLI — Data Law & AI ($)
Stanford HAI — AI & Access to Justice

Legal AI & Public Section AI

Stanford HAI — Large Legal Fictions: Assessing the Reliability of AI in Legal Research
Stanford HAI — Expanding Academia’s Role in Public Sector AI
PLI — Hallucinations in Judicial Proceedings ($)

Safety & Security

Stanford HAI — The Future of Third-Party AI Evaluation
AI UK — Advancing AI Safety Standards & International Cooperation
Gartner — Navigate the Changing Risks & Security Challenges in Enterprise AI
Stanford HAI — Beyond Benchmarks – Building a Science of AI Measurement
Georgetown CSET — What’s Next for AI Red-Teaming?