Anthropic's Model Hardware Standard (MHS) gives AI agents a unified interface to physical devices like robotic arms and lab instruments. In early tests, integration time dropped from weeks to hours. But Claude sometimes failed to grasp physical cause and effect, so human oversight remains essential
