Anthropic launches Model Hardware Standard to connect AI with real-world equipment

Anthropic has introduced a new framework called the Model Hardware Standard (MHS) that allows any large language model to control physical equipment, from microscopes to robotic arms. The company says the standard can cut integration time from weeks to minutes and is designed to enable round-the-clock autonomous workflows in science and manufacturing. MHS is model-agnostic and builds on Anthropic's earlier Model Context Protocol.

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The standard builds on Anthropic's Model Context Protocol, introduced in 2024 as a universal connector between AI and software. MHS extends that concept to physical hardware, enabling devices to interpret shared commands like "read" and act on them. Early partners span biomedical research, robotics manufacturing, and cloud infrastructure providers.

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