I published a benchmark that was entirely my own bug

Automated excerpt

A folded security finding is an unreported security finding. A weighted rubric: correctness 30%, fidelity 25%, actionability 20%, safety 15%, concision 10%. I shipped two fixes, both prompt wording, both aimed at the fabrication. So every candidate run silently lost its framing while every baseline run kept it. Where the skill refuses to compress, output gets longer.

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