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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