4 sources healthy · latest episode 9 Nov 2026
causal claim

The LLM judge gave an adversarial solution a perfect score because the solution was out of distribution relative to its training data.

Andrej Karpathy · Andrej Karpathy — AGI is still a decade away · 17 Oct 2025

In their words

The transcript segments this claim was taken from

“And it's just because this is an out-of-sample example to the LLM.”
“It's never seen it during training,”
“and you're in pure generalization land.”
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