Savlar4 sources healthy · latest episode 15 Oct 2026
causal claim

If compute allows sampling a large enough group that multiple correct answers occur with non-negligible probability, reinforcement learning will upweight those correct answers.

Unidentified speaker · AI researchers debate how close we are to recursive self-improvement · 11 Sept 2026

In their words

The transcript segments this claim was taken from

“If you have a large enough amount of compute to sample a large enough group size such that your probability of getting a bunch of correct answers is past some not insignificant probability,”
“then it will be upweighted. And to Vernon's point,”
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