[KongchangAI]
Unverified50% confidenceOpinionExact time

The lesson the author summarizes is: self-built test sets easily fall into the blind spot of "you test what you thought of," and the greatest value of an external benchmark is attacking the system with boundary conditions you never imagined.

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50%
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Long-term
Relevance
10/17/2026
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