Gist Healthcare Podcast

AI in Healthcare: When imperfect tools meet real-world use

KauffmanPodcast
By J Carlisle Larsen
16 min readMay 4, 2026
AI

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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.

J Carlisle Larsen

J. Carlisle Larsen

Vice President, Senior Producer

J. Carlisle Larsen, JC, is Vice President, Senior Producer for Kaufman Hall. Her responsibilities include breaking down healthcare business and policy news. Prior to joining Kaufman Hall, JC spent 10 years working in the Midwest WDET-FM (Detroit’s NPR Station) and Wisconsin Public Radio covering a wider range of topics, from social issues to healthcare politics. Her work has appeared on...