Anthropic tests a new standard for Claude to work with factory and lab hardware

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Anthropic has released the Model Hardware Standard in research preview, a specification that stores how a piece of hardware works and how an AI may safely operate it, such as limiting a robot arm’s speed and angles. Europe’s Machinery Regulation starts covering AI-based safety functions on 20 January 2027.

Anthropic has written a standard for telling an AI how a machine works. The Model Hardware Standard, out in research preview, stores what a piece of hardware does and how it may be operated, so a model does not have to rely on a paper manual or on the two people who know.

The example the company gives is a robot arm. A vendor can specify in an MHS file how an AI may move a heavy arm safely, limiting the speeds and angles it is allowed to use.

The pitch is about knowledge that exists but cannot be reached. “...

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