descriptive claim
AI models can be highly sample-efficient in some regimes, including in-context learning.
John Schulman · AI researchers debate how close we are to recursive self-improvement · 11 Sep 2026
In their words
The transcript segments this claim was taken from
“Yeah, I would say there's like models are today's models are weaker than humans in a lot of different ways, and some of them might have to do with sample efficiency in a certain regime where I mean, in some regimes models are very sample efficient,”
“like learning in context,”49:04Report a misattribution
0.90how strongly it was put, not whether it is true
0.75importance to the conversation
0.98confidence the claim was read correctly