Anthropic's Claude has optimized over 30 open-source biomolecular modeling tools, achieving roughly 4x average speedup and creating a low-memory mode for larger predictions on single GPU nodes. The company is open-sourcing the optimized code and launching a protein design competition with Adaptyv Bio offering up to $1 million in Claude credits and wet lab validation for over 5,000 designs.