4 sources healthy · latest episode 9 Nov 2026
prediction claim

The speaker hopes that training on fewer environments will enable models to generalize more than existing harness-based, relatively naive training approaches.

Alex Zhang · Academia is for Ambition — Alex Zhang, MIT · 2 Oct 2026

In their words

The transcript segments this claim was taken from

“A, you can train on less environments and generalize some more than what existing models can do through harnesses through existing kind of like naive training.”
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