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

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