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Applied AI·October 1, 2026·1 min read

Google DeepMind’s watermarked AI proteins still work in the lab

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DeepMind is baking provenance into the substrate of biology itself—watermarking amino acid sequences and 3D structures means AI-designed proteins can be traced long after they leave your lab. If you’re doing synthetic bio or pharma, assume regulators and major partners will start expecting this kind of traceability in your design pipelines.