DeepMind's AlphaProtein Novo designs new-to-nature enzymes, but weights stay closed

anshulkundaje · x · 2026-10-06

Google DeepMind shared a preprint on AlphaProtein Novo, a system for generative de-novo enzyme design. Building on AlphaFold, protein language models, and AlphaProteo, the team generated new-to-nature enzymes with state-of-the-art activity on 2 benchmark reactions.

However, researchers note that while the code is on GitHub, the model weights are not open, limiting reproduction and follow-up work.

Related event: DeepMind Unveils AlphaProtein Novo for De Novo Enzyme Design(10 posts)→

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