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Evaluate an agent at a budget, not in a vacuum

A METR blog co-author raises caveats about interpreting a NanoGPT experiment: possible contamination, models that have not reached a performance plateau, and the difference between capability limits and performance at a given cost. They propose comparing human and agent performance as a function of expenditure.

Original excerpt

“Cool post! I'm a co-author on a recent blog post from METR about the NanoGPT speed-run here [1]. I think it'd be of interest”

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Original discussionNanoGPT Speedrun Frontier
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