00:00 intro
01:08 James’ background
04:39 regulation of AI medical devices
14:43 impact of foundation models on healthcare
19:41 the future of cancer detection
23:47 real-world control arms
35:18 AI drift
37:42 over-hyped/under-hyped
40:03 most surprising AI interaction