4 sources healthy · latest episode 9 Nov 2026
causal claim

Distilling only existing trajectories cannot produce performance beyond the capabilities represented in those trajectories.

Beren Millidge · 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

“I mean the one thing I will say though is like obviously if you're just distilling on like trajectories you can never go above it but environments can go quite a far way above what a human can do like it's very easy to design an environment that like no human can.”
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