Unverified50% confidenceOpinionExact time
A runtime Agent with a 97% accuracy rate is catastrophic at scale, because 3% of ten thousand files—three hundred documents—will be misplaced and typically not discovered until months later.
1
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50%
Confidence
Long-term
Relevance
9/18/2026
First Seen
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Related Claims
UnverifiedFor a document containing 100 fields, even if the per-field accuracy is as high as 99%, the probability of the entire document being fully correct is only about 37%.68% similarUnverifiedA benchmark score of 73.4% means that approximately one quarter of tasks still fall short, and this score was achieved under maximum compute.67% similarUnverified一个 90% 成功、10% 出错的工具调用系统几乎无法投入实际使用，因为单次错误会污染后续上下文造成级联失败66% similarUnverifiedAgents suffer from error accumulation in multi-step tasks; a ten-step sequential process where each step has 95% accuracy results in an overall success rate that drops to approximately 60%.63% similarUnverifiedThese 198 unsolved tasks account for 93% of the message board discussion volume among agents.63% similar
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