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Source changed 2026-10-03 02:22:15 UTC · snapshot created 2026-10-03 03:38:22 UTC · last check 2026-10-03 04:55:15 UTC

SYSE.50:6 - Bias-Annotation

A labeler can mistake their own difficulty for another performer’s need, or treat successful help as proof that help was necessary. Shared sources can make model, labeler and checker agree on a false premise. Include a source-independent challenge and preserve uncertainty about necessity when the comparison cannot isolate it.