4 sources healthy · latest episode 9 Nov 2026
descriptive claim

The speaker thinks AI models are generalizing further than before: Claude 3.7 Sonnet showed a narrow range of behavior, while increasingly newer models generalize more broadly.

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

“see to pursue sort of like high apparent score or like pursue getting like a high score according to a grader and there's a bunch of science demonstrating that at least some models have this very general tendency to do this now it's not arbitrarily general and my guess is that if you look a bunch of the specific instances you'll find something that's kind of close in training but the amount that AIs are sort of generalizing further and further does look like it's increased where 3.7 Zonit was just like a very narrow range of behavior and increasingly”
“Models are generalizing further.”
1:17:03Report a misattribution
0.80how strongly it was put, not whether it is true
0.85importance to the conversation
0.92confidence the claim was read correctly