On METR's new graph: leaked AECI benchmarks are the usual weaksauce, but insiders are freaked out

gleech · x · 2026-11-06

gleech argues no one can react appropriately to METR's new trend graph since we lack evidence to evaluate ourselves. But the report leaking three AECI benchmarks shows they're the usual weaksauce — poor external validity, public test sets, label noise (MMMLU is just MMLU again). He calls the reassurance effect remarkable, and notes insiders being freaked out by AECI components is weak evidence, not zero evidence.

Related event: METR's New Capability Chart Sparks Debate Over Leaked AECI Benchmarks(2 posts)→

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