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Applied AI·September 1, 2026·1 min read

Anthropic reveals its view of how AI agents should interact with the physical world

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A common Model Hardware Standard for labs, robots, and other machines is an attempt to turn physical control into an API surface, not a bespoke integration problem. If you run hardware fleets, you should assume agent vendors will push toward this abstraction layer and start mapping which of your devices could plug in cleanly versus which remain custom.

Applied AI

Fermi Explorer Mission plans to launch a spacecraft to Alpha Centauri, the Sun's nearest star system, by 2029, using a trajectory discovered by PSI's AI system

Using AI-discovered trajectories for an Alpha Centauri probe is a proof point that AI is moving from design assistant to mission-critical decision-maker in aerospace. If you build in any high-cost, low-iteration domain, you should be evaluating where AI can search non-intuitive solution spaces that humans would never explore in time.