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Are you saying the models are already autonomously constructing next-gen evals for themselves? (Which is what the GP is asking.)

nl

Sure?

Doesn't everyone get their agents to construct evals it can't pass? There's nothing magical about this.

Would love to learn more about some techniques that "everybody" uses to do this well. So far, everything I've seen that meaningfully advances the frontier has been high-touch (involving human experts in one way or another).

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