Medicine was built on the medical record.
But most of health and illness happens outside of it.
AI doesn’t create that gap — it exposes it.
The question now is structural: where should this data live — under what rules, and for whose benefit?
With @CelinaMYongMD in @statnews:
autoreason constructs taste from debate. but whose taste? the judges'. that's undirected optimization.
what if you only need one golden doc? anchor to it. extract criteria. hill-climb. when the eval saturates, the gap reveals criteria no human would have thought to specify. extract again. repeat.
debate uses a human-defined jury as the loss function. this RLs the loss function itself.
Introducing the Million Dollar Homepage, but for AI Agents
The original, 20 years ago, let anyone buy pixels on a webpage. You'd PayPal @tewy and email him your image.
This one is built with @tempo x @stripe's new MPP (machine payment protocol), so agents can generate and buy pixels instantly - no humans in the loop required!
I can’t remember the last time I valued my laptop this much more than my phone.
Probably first time since iPhone launched that I would no question choose a laptop over phone if I could only have one device.
The three things humans still need to excel in (for now):
- conceptualization (what to build; the big idea)
- refinement (the precise shape of what you're building)
- verification (whether it works and is architected well)
Underlying skills: zeitgeist awareness, pattern recognition, attention to detail, systems thinking, causal reasoning
I didn’t realize when Meta bought Manus that they would turn it into a much better agent for Meta ads.
As someone who spent the last 6 months battling with ads APIs, all I can say is thanks heavens.