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Leaderboards Are Not Evidence. Your Failure Corpus Is.

A user opens a document, asks the assistant to rename one section, and gets back a patch that edits a heading that stopped existing two saves ago. The prose was fine; the patch was confident, well-formed, and wrong. Notice where it actually broke: not in the model, but in the seam between a stale s…

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  1. 2026-11-08 19:05 · DEV Community — AI
    Leaderboards Are Not Evidence. Your Failure Corpus Is.

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