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

EMplify by EB Medicine

EB Medicine

Medical AI with Jack Teitel

APR 10, 202619 MIN
EMplify by EB Medicine

Medical AI with Jack Teitel

APR 10, 202619 MIN

Description

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