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physical AI

What is physical artificial intelligence and why is it important?

December 31, 2025 By Jeff Shepard Leave a Comment

Physical artificial intelligence (PAI) refers to AI systems that can perceive, understand, reason about, and interact with the physical world in real time through sensors and actuators. Unlike digital AI (DAI), which operates in virtual domains, PAI powers tangible actions in dynamic, real-world environments. PAI is used in closed-loop systems where the AI model not […]

Filed Under: AI Engineering Collective, Applications, Artificial intelligence/ML, FAQ, Featured Tagged With: FAQ, machine learning, ML, PAI, physical AI

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AI and high-performance computing demand interconnects that can handle massive data throughput without bottlenecks. This Tech Toolbox explores the connector technologies enabling ML systems, from high-speed board-to-board and PCIe interfaces to in-package optical interconnects and twin-axial assemblies.

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