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Benchmark Validity

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2026-11-03

Technology

  • Stanford researchers tested 50 widely cited claims about LLMs against 20 current models and found 44% of the findings are already expired, with another 34% significantly weakened. The average lifespan of a claim is just 15.7 months, and claims about what models cannot do expire fastest.

    AI Research • The Decoder

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