Anthropic Builds A Common Interface For AI To Run Lab Hardware
In tests with partner labs, the standard pushed QuEra's laser recovery success rate from 58% to 99.3%.
- The standard runs on Anthropic's own Model Context Protocol plus command line and code file APIs.
- Genentech cut liquid handler setup time from weeks to under one week using the interface.
- Partners include Amazon's Strands Robots, Hugging Face's LeRobot, and hardware makers Tecan and Universal Robots.
Why it matters: A protocol built by one company to run robots, microscopes and lasers concentrates control over physical production.
Anthropic — Previewing the Model Hardware Standard ↗ · Aug 27, 20268/27/26