Anthropic announced its Model Hardware Standard (MHS) on August 27, a framework allowing AI agents to interact directly with complex physical systems such as robot arms, microscopes, liquid handlers, and quantum hardware. The company is opening research previews to select scientific and advanced manufacturing partners, enabling agents to operate laboratory and industrial equipment in parallel. The framework moves AI beyond text generation into physical experimentation and industrial automation, positioning Anthropic at the frontier of physical AI agents and expanding the addressable market for AI beyond software applications.





