# Anthropic Open Sources Claude-Generated GPU Optimizations for Biology Models

Claude optimized inference across more than 30 open-source biomolecular models, achieving an average 4x speedup partly through custom GPU software.

- Anthropic released all optimization code on GitHub alongside a technical report.
- Anthropic partnered with Adaptyv Bio to host a protein design competition to experimentally validate over 5,000 designs.
- Anthropic is providing up to $1 million in Claude credits alongside funding for experimental validation.
- Modal is contributing up to $250,000 in compute, and Twist Bioscience is providing DNA for the competition.

## Why it matters

Computational biologists can run open-source molecular modeling and drug design models four times faster using Anthropic's open-source optimization code.

## Sources

- [Anthropic: Anthropic Open Sources Claude-Generated GPU Optimizations for Biology Models](https://x.com/AnthropicAI/status/2100701581109072332)

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Summarized by dstilled on 2026-09-17. https://dstilled.ai/story/d232bd4d-7264-4fda-8b5d-b12835f5556b