Season 2 · Episode 1557
Why 95% of FDA-Cleared AI Fails to Help Patients
Explore the shift from simple AI detection to multimodal systems and the growing challenge of deepfake medical images in healthcare.
My Weird Prompts · Daniel Rosehill
March 26, 202621m 43s
Audio is streamed directly from the publisher (dts.podtrac.com) as published in their RSS feed. Play Podcasts does not host this file. Rights-holders can request removal through the copyright & takedown page.
Show Notes
As the FDA clears over 1,400 AI medical devices, a startling gap remains: 95% of these tools have no reported impact on patient health outcomes. This episode explores the "AI Chasm" and the technical pivot from isolated detection tools to workflow-native, multimodal systems like Pillar-0 and GigaTIME. We dive into the high-stakes battle between general-purpose models and specialized medical pipelines, the rise of indistinguishable deepfake X-rays, and the new methods being developed to ground AI predictions in physical reality. Join us as we examine how the medical field is moving beyond simple "point solutions" to embrace 3D vision-language models that can identify biological signals invisible to the human eye.