The machines just got a new boss
Anthropic released Model Hardware Standard (MHS) on August 27, a plug that connects Claude to physical machines. Microscopes, robotic arms, assembly lines — anything with a programmable interface.
Setup used to take weeks of custom code. MHS cut it to hours or minutes. Machine owners describe their equipment in plain language. The AI reads it, learns the controls, and operates the device.
In one test, Claude taught itself to align a laser through trial and error, then automated the task in a single pass. Genentech sent Claude a PDF of an experiment; the AI ran it autonomously on real hardware. QuEra Computing reported a 99.3% success rate on laser tasks, up from 58%.
Who's on board
AWS, Hugging Face, Raspberry Pi, and Danaher are testing it. Anthropic plans to open-source MHS after the preview. It's model-agnostic — you're not locked to Claude.
Why it matters
This isn't software automating software anymore. It's AI deciding how your physical equipment moves. If the model changes its rules or raises its price, your factory notices. The machines still belong to you. The brain running them doesn't.