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AI IntelligenceNov 3, 2026AI Intelligence
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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.

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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.