Integration with Function is a great use-case. There is a huge category of pre-diagnostic health questions (“Medicine 3.0” as Attia puts it) where personalization and detailed interpretation of results is important, yet insurance typically won’t cover preemptive treatment.

Not to mention that doctors generally don’t have time to explain everything. Recently I’ve been doing my own research and (important failsafe) running the conclusions by my doctor to validate. Tighter integration between physician notes, ChatGPT conversations, and ongoing biomarkers from e.g. function and Apple Health would make it possible to craft individualized health plans without requiring six-figure personal doctor subscriptions.

A great opportunity to improve the status quo here.

Of course - as with software, quality control will be the crux. We don’t want “vibe diagnosing”.