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Tagging AI-generated proteins during design process will let scientists know who made them - Chemistry World

·Oct 2, 2026
Source: Chemistry World
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Google DeepMind researchers who developed the method say that this will help uphold scientific integrity and prevent misuse of protein designs

Google DeepMind has developed a way to watermark proteins designed by artificial intelligence (AI) during the design process itself, which could help scientists better track the origin of these structures.

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AI design tools make proteins that break bonds that are stable for hundreds of years. A protein is a chain of amino acids held together by what are called peptide bonds. On their own, those bonds are extremely stable; they’re estimated to have a half-life of several hundred years. But in Earth’s environment, most proteins don’t last nearly that long. That’s because organisms have evolved a handful of ways to catalyze the break-up of peptide bonds, which have diversified into countless specialized protein-digesting enzymes. Proteases are everywhere and generally make short work of any proteins that find their way into the environment.

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