Medical AI with Jack Teitel

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