Anthropic opened the first research-preview phase of the Model Hardware Standard (MHS), a shared interface so AI agents can discover and safely operate physical lab and manufacturing equipment.

Key Takeaways

  • Provides standardized machine-interface protocols for AI agents to discover and operate lab and manufacturing equipment;
  • Early partners including Genentech cut hardware integration time from days/weeks down to hours;
  • Open to Claude Code developers working on physical device drivers and instrumentation to expand the standard.