4 sources healthy · latest episode 9 Nov 2026
descriptive claim

AI systems are extremely superhuman at writing kernels and at tasks with very short feedback loops.

Ryan Greenblatt · Ryan Greenblatt – What happens once AI can automate AI research? · 11 Aug 2026

In their words

The transcript segments this claim was taken from

“good at some subdomains right so they're like incredibly superhuman at writing kernels incredibly superhuman at everything with very short feedback loops and then like um you know pretty good at all the other stuff and like you know just totally able to match other people and like i think we are seeing this now like i would say that when i look at ais right now i think it's already the case that they can pretty competently match like”
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