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  5. SynthID Bio
Safety & Alignmentaka DeepMind protein watermarkaka biological watermark

SynthID Bio

Google DeepMind's family of watermarks for AI-generated protein sequences and predicted 3D structures, designed to stay detectable after a protein is synthesized.

Ask Melo about this← all terms

Announced September 30, 2026, SynthID Bio guides amino-acid choices for sequences and fine-tunes part of AlphaFold 3 so coordinates carry a signature. DeepMind reported watermarked protein binders that still matched unmarked hit rate and binding affinity on VEGF-A, SARS-CoV-2 spike RBD, and PD-L1. The aim is a verification layer for DNA-synthesis screening and public databases, not an unbreakable seal — DeepMind lists deliberate tampering as an open problem.

Related terms

AI WatermarkAI Text WatermarkC2PAWatermark DetectionMechanistic InterpretabilityAI Guardrails