You Cannot De-Watermark Prose: The Science Behind AI Text Provenance
Why synonym shuffling cannot guarantee clean provenance—plus RAID measurements of 11 attacks collapsing AI detectors, and Hi Violet's integrity protocol.

Hi Violet research and field notes filed under “editorial systems.”
Why synonym shuffling cannot guarantee clean provenance—plus RAID measurements of 11 attacks collapsing AI detectors, and Hi Violet's integrity protocol.
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