GoKawiilAnthropic and Janelia unveil Model Hardware Standard to link lab instruments via AI
Anthropic and the Howard Hughes Medical Institute's Janelia Research Campus have developed a software framework called the Model Hardware Standard (MHS) that lets lab instruments from different vendors communicate and be controlled by AI agents. Researchers at Carnegie Mellon demonstrated the system autonomously coordinating a robotic arm, a liquid-handling device and an analysis instrument without human intervention.
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Connecting lab equipment across vendors has long been a technical bottleneck, and Carnegie Mellon researchers say setting up new experiments can take months under current methods. If MHS works broadly across instrument types, it could let AI agents run more of the experimental process autonomously, potentially shortening research timelines, though how it compares long-term to existing standards like SiLA remains to be seen.
- MHS connects diverse lab instruments and lets AI agents orchestrate experiments
- Developed via collaboration between Anthropic and Janelia Research Campus
- Differs from existing tools like SiLA by directly linking instruments to AI agents
Source: nature.com — Glickman, 2026-09-24
Published there as: “AI system helps lab devices ‘talk’ with each other — streamlining research”
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