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  • September 7, 2026 · 7 min read

    Why Air-Gapped Changes Every Assumption in Your ML Pipeline

    An air gap is usually treated as a deployment constraint, something to solve at the end with a USB drive and a procedure. It is not. It invalidates assumptions at every stage of the pipeline: how you get data, how you version artifacts, how you know what is running, how you evaluate, and how you find out anything went wrong.

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