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A stack of SOPs won't stop a retrained model from shifting your risk file overnight

This story is from 2026-10-15. It is preserved in the archive; the latest stories are on the live feed.

Last spring I sat in a risk management review where someone asked the obvious thing. If our SaMD retrained last Tuesday — quietly, on a new cohort — what in our risk file caught that? There was a long silence. Then someone said, "well, the post-market surveillance plan covers drift." It doesn't. No…

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  1. 2026-10-15 02:01 · DEV Community — AI
    A stack of SOPs won't stop a retrained model from shifting your risk file overnight

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