Blog
How AI watermarking works, who does it, and how to handle it honestly.
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·7 min read
How AI watermarking works
The four places a mark can hide: file metadata and C2PA, invisible Unicode, statistical token signals, and pixel-level marks. What each one means if you need to detect or remove it.
watermarkingexplainersC2PASynthID
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·8 min read
Who watermarks what
Claude, Gemini, ChatGPT, Meta, xAI, and open-weight models: what each provider has said publicly about marks in text, images, and audio.
providersClaudeGeminiOpenAIpolicy
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·6 min read
Removing AI watermarks: what actually works
Metadata and invisible Unicode come off cleanly. Statistical text watermarks only yield to heavy rewriting, and that costs quality. What removal can and cannot do.
removalguideethicsLayer B