4 sources healthy · latest episode 9 Nov 2026
descriptive claim

The speaker says transfer from verifiable tasks to less verifiable tasks is an unexpected form of generalization that cannot be assumed in advance.

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

“Also, generalization from these verifiable tasks to less verifiable ones.”
“This is also a type of generalization that there's no reason a priori to expect it.”
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