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Silent Row Loss: A Pinned Adversarial Corpus for Import Pipelines

A broken import rarely crashes. It reports success, drops eleven rows, and ships a payroll file with three people missing. The durable fix is not a smarter parser. It is a corpus that pins what the parser must survive, plus a gate that fails when coverage shrinks. That asset matters more each quart…

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  1. 2026-11-06 16:58 · DEV Community — AI
    Silent Row Loss: A Pinned Adversarial Corpus for Import Pipelines

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