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Hacker News AI· danielfoster·· 15 days agoAI score58

AI text watermarking and quality loss

AI text watermarking and quality loss

AI summary

The post argues that Anthropic's claim that watermarking does not affect Claude's output quality rests on single-response human tests, while the SynthID-Text paper's supplementary material describes a "diversity/detectability trade-off" in which watermarked responses to the same prompt are more similar than unwatermarked ones. It cites a test by Natzir Turrado in which four of five watermarked responses opened near-identically, and argues this hurts retries, creative writing and repeated-prompt consensus checks.

Source: Hacker News AI · blog.keyvan.net