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Physical AI, the startup stack: perceive, decide and act in the real world

Physical AI: definition and stack for startups

Physical AI perceives, decides and acts in the real world. This pillar guide follows the full loop, from sensors to field feedback, then ties each layer to a founder's decisions: wedge, data, distribution and defensible advantage.