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  • v1570 91b0e625bd

    docs(#882): complete the "100% presence" retraction across all docs (#916)

    frostbyte_neo 发布于 2026-06-02 16:50:39 +00:00

    The v1 "100% presence accuracy" headline was already retracted in the
    README / user-guide intro / proof-of-capabilities — but 6 secondary
    spots still flatly claimed "100% accuracy, never false alarms", which
    made proof-of-capabilities.md's "replaced everywhere" assertion untrue.

    Completed the retraction in-place with the honest label-free metric
    (82.3% held-out temporal-triplet; v1 was a single-class recording where
    a constant "yes" scores ~99.98%):

    • docs/readme-details.md — 2 benchmark tables + the pre-trained-model row
    • docs/user-guide.md — capability table, model-file comment, applications list
    • CHANGELOG.md — annotated the historical entry in-place (kept as public
      record per built-in-public ethos, not rewritten)

    Verified: no remaining flat "100% presence/accuracy" claim lacks a
    retraction marker; proof-of-capabilities.md "replaced everywhere" is now
    accurate.

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