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AI and the World's Hard Problems · Bioengineering & synthetic biology · Anthropic · 2026-09-21

How Claude is uplifting biomolecular modeling

Open-source models that scientists use to predict and design biomolecules were slow and memory-hungry. Working within Claude Science, Claude optimized more than 30 of these models in just under four weeks, speeding them up roughly 4x on average. It also built a low-memory mode that allows accurate prediction of systems larger than 10,000 tokens on a single NVIDIA GPU node, and the optimized code is being open-sourced.

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