DeepMind's SynthID Bio watermarks AI-generated proteins, AlphaFold 3 version hits 99.8% detection

mark_k · x · 2026-10-01

Google DeepMind introduced SynthID Bio, embedding detectable signatures into AI-generated protein sequences while preserving function — lab tests across three targets showed comparable binding to unwatermarked proteins. An AlphaFold 3 variant watermarks predicted 3D structures with >99.8% detection at 0.1% false positives. Still a proof of concept; removal resistance remains open.

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