4 sources healthy · latest episode 9 Nov 2026
prediction claim

In some medium-length learning regimes, humans may update their weights more sample-efficiently than models.

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

“but then there might be some like medium length regime where they're less sample efficient because humans can.”
“do some kind of weight update more efficiently than models.”
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