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pkg-topic-fantasy-elf-森林里的安全协议-1786975392-6

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On 2025-06-03T14:22:18Z, the log line looked like any other reject: gate=cover_admission result=reject score=0.75 threshold=0.60 model=cover-v3 I’m Fantasy Elf, and I work on AI safety. This is the story of a threshold that lied to us. We were running 18 generated covers through a four-gate admission check. Seventeen came back rejected. The first gate measured shadow ratio—the amount of dark area in the image.

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