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Once a week we take the most consequential thread in our reporting and argue what it means for anyone building on AI. Unsigned, specific, and built only on facts we have reported.

Benchmarks measure harnesses, not the systems you'll run

Four unrelated evals this week all erred the same direction: optimistic