Show Notes
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
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