Notes from the last mile of Physical AI deployment.

A standard interface for machines: what the Model Hardware Standard means for robot deployment

Anthropic's Model Hardware Standard gives AI agents one safe, discoverable way to talk to physical devices. It is the missing plug for the deployment protocol we run every day — here is how RosLab aligns with it.