# AI in Healthcare: When Imperfect Tools Meet Real-World Use Page: https://stenobird.com/podcast/the-gist-healthcare-podcast-347322/ai-in-healthcare-when-imperfect-tools-meet-real-world-use Text version: https://stenobird.com/podcast/the-gist-healthcare-podcast-347322/ai-in-healthcare-when-imperfect-tools-meet-real-world-use.md Podcast: [The Gist Healthcare Podcast](https://stenobird.com/podcast/the-gist-healthcare-podcast-347322) Published: 2026-05-04T10:00:00+00:00 Episode link: https://shows.acast.com/gisthealthcaredaily/episodes/ai-in-healthcare-when-imperfect-tools-meet-real-world-use Audio file: https://sphinx.acast.com/p/open/s/622b8f5080a3a00013890f23/e/69d6f83f086c93c18bddb0a2/media.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/the-gist-healthcare-podcast-347322/episodes/ai-in-healthcare-when-imperfect-tools-meet-real-world-use Duration seconds: 1075 ## Resource Artificial intelligence in healthcare is already being used in practice—but those tools aren’t perfect.     In the final part of a three-part series, host J. Carlisle Larsen continues her conversation with Dr. Robert Wachter, Chair of the Department of Medicine at the University of California, San Francisco and author of A Giant Leap: How AI Is Transforming Healthcare and What That Means for Our Future.     As these tools move into wider use, Wachter explains how their limitations show up in real-world settings—from questions about reliability to how they’re used by clinicians and patients.     The conversation examines what happens when imperfect systems are used in higher-stakes environments, and what that means for how AI is adopted going forward.    You can listen to Part 1 here . And Part 2 here .   Hosted on Acast. See acast.com/privacy for more information. ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/the-gist-healthcare-podcast-347322/episodes/ai-in-healthcare-when-imperfect-tools-meet-real-world-use/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/the-gist-healthcare-podcast-347322/ai-in-healthcare-when-imperfect-tools-meet-real-world-use.md` — Read the agent-friendly Markdown representation of this episode resource. A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed. ## Transcript Full transcripts are not published on public pages unless there is a clear rights basis.