Medical AI with Jack Teitel

In this episode, Sam Ashoo, MD interviews Jack Teitel on the topic of AI in medicine. • Introduction & Welcome — 0:17 • Jack's Background in Healthcare AI — 0:58 • Brief History of AI — 3:57 • The "Perfect Storm" That Created Modern AI — 5:48 • From General to Specialized: Fine-Tuning AI for Medicine — 7:04 • LLM Confidence & the Sycophancy Problem — 13:01 • The Benchmark Problem — 14:25 • Building Your Own Personal AI Benchmark — 17:44 • Can You "Turn Off" AI Sycophancy? — 20:00 • RAG Systems & How Specialty AI Tools Work — 22:09 • Choosing the Right AI Tool for Clinical Use — 26:18 • Why 95% of AI Pilots Fail in Deployment— 28:10 • How to Ask AI Questions Well (Prompt Quality) — 31:25 • Knowledge Base Currency & Sam's Drug Withdrawal Test — 35:06 • Closing & Contact Info — 37:12 For more about Jack Teitel - Title-AI.com (https://title-ai.com) Emergency Medicine Residents, get your free subscription by writing [email protected]