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Anthropic makes first move into physical AI with new way for scientists, manufacturers to bring equipment to life

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Emily Forlini.

Imagine a factory where all the equipment is powered by AI, where robotic arms and assembly lines can “communicate” with their own shared language.

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That’s the idea behind Anthropic new Model Hardware Standard (MHS), which the company released as a research preview on Thursday. With MHS, companies can integrate AI into their equipment in “hours or minutes,” Anthropic said. The MHS can also help connect multiple devices to one another, enabling them to communicate through a set of commands, such as “read.” Any hardware device can understand these commands and act on them. MHS is model-agnostic, meaning it works with any LLM—not Claude—including models built by other companies such as OpenAI or open-source models.

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