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Anthropic Wants AI Agents to Take Control of Real-World Machines

Dylan Scott by Dylan Scott
September 2, 2026
in Software
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Anthropic Wants AI Agents to Take Control of Real-World Machines
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What happens when an AI stops being limited to a screen and starts controlling the machines around it? Anthropic is exploring exactly that possibility with a new framework designed to let AI agents operate physical equipment used in scientific research and advanced manufacturing.

• Anthropic has introduced the Model Hardware Standard
• The framework connects AI agents with physical equipment
• It targets scientific research and advanced manufacturing

The Model Hardware Standard, or MHS, is being introduced as a research preview that allows AI agents to communicate with programmable laboratory and manufacturing devices. That could include equipment such as microscopes and robotic arms, allowing multiple machines to work together as part of a single automated task.

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• AI agents could control laboratory instruments
• Robotic systems can be coordinated through the framework
• Devices communicate with AI agents across networks

The potential applications stretch far beyond simple automation. An AI agent could help conduct routine drug discovery experiments, coordinate laboratory equipment or even perform highly specialized tasks such as calibrating lasers used in quantum computing. The goal is to allow complex workflows to continue with far less human intervention.

• Drug discovery could become more automated
• AI could coordinate complex laboratory procedures
• Quantum computing equipment is among the potential applications

Anthropic says MHS is designed to work with any device that provides a programmable interface. That approach could make the framework adaptable across different machines and industries rather than locking AI agents to a specific manufacturer’s hardware.

• Programmable devices can potentially support MHS
• The framework is designed for different types of equipment
• Network communication connects agents and machines

The technology remains at an early stage. Anthropic is currently sharing the framework with partners to develop safety evaluations before potentially releasing it as open source. If those safeguards prove effective, the bigger question may no longer be whether AI can control physical machines, but how much control researchers will be willing to give it.

• MHS is currently a research preview
• Anthropic is working with partners on safety testing
• An open-source release could broaden its adoption

Via: Reuters

Source: Source Link
Tags: AIAI AgentsAnthropicSoftware
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