Function-preserving watermarking of AI-generated proteins.
PubMed / NCBI E-utilities · Indexed academic record · Source published: Wed Sep 30 2026 00:00:00 GMT+0000 (Coordinated Universal Time) · Indexed here: Thu Oct 08 2026 09:09:22 GMT+0000 (Coordinated Universal Time)
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Generative artificial intelligence (AI) models are revolutionizing biology, with tools such as AlphaFold 3 and protein design models accelerating breakthroughs in protein structure prediction and the creation of new functional proteins 1 . Tracking and establishing the provenance of AI-generated protein sequences and structures is becoming increasingly important to tackle a range of emerging chall
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