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Model Hardware Standard
also MHS or Anthropic Model Hardware Standard
Definition of Model Hardware Standard
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: an open specification for connecting AI agents to programmable physical equipment so that they can discover device capabilities, read measurements, issue controls, and stop or place equipment in a safe state through a shared interface
- The laboratory used the Model Hardware Standard to let one agent coordinate microscopes, liquid handlers, and a robotic arm.
- The MHS driver exposed the instrument's controls and safety limits without requiring the agent to understand its proprietary command language.
Origin & history
Anthropic introduced the Model Hardware Standard in August 2026 as a research-preview specification developed with the Howard Hughes Medical Institute's Janelia Research Campus. The project applies the interoperability idea behind software tool protocols to physical laboratory, manufacturing, and robotic equipment, with early testing and support from research and cloud partners.
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Cite this entry
"Model Hardware Standard." AI Dictionary, Dadgogo, https://dadgogo.com/dictionary/model-hardware-standard/. Accessed 9 Oct. 2026.
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