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Model Hardware Standard: AI operating physical equipment

Lomond Logic August 28, 2026
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The Model Hardware Standard (MHS) is a new standard for AI agents to safely operate physical equipment in scientific research and advanced manufacturing.

MHS started as part of a beneficial deployments project between Anthropic and HHMI Janelia Research Campus and is evolving into a wider industry effort.

This video shows what MHS is, how it works, and early examples of AI agents operating lab and manufacturing equipment.

MHS is now in research preview with select partners. Read more about how we’re learning what AI can do in the physical world: https://www.anthropic.com/news/model-hardware-standard-research-preview