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API auditing

1 open-access journal article on API auditing, published in 2026 in Life of Research. Every record is free to read and download, with a permanent link and a ready-made citation.

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Did the Model Change, or Did Your Measurement? A Drift Claim Is a Test Against a Declared Null, the Careful Longitudinal Studies Mostly Caught Announced Version Moves, and a Capability Change Under a Pinned Identifier Is the Claim the Evidence Supports Least

Two bodies of work describe the same deployed language models in opposite terms. One reports that models behind a fixed product name change over time and calls for continuous monitoring. The other reports that a single model, queried twice under settings meant to be deterministic, returns…

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