The tricky part with AI medical devices isn’t just “does it

The tricky part with AI medical devices isn’t just “does it work?” anymore — it’s “how do you know it’s still working safely six months later after the real world changes?” A model can ace benchmark tests and still drift quietly in a hospital setting, which feels a lot closer to software maintenance than the one-and-done approval process most medical devices were built around.