Tag: edge computing

Men observe automated conveyor belt system in warehouse
AI

Physical AI isn’t just “automation + ML”: modular pipelines are moving into production while end-to-end learning still needs more data and tougher hardware

Physical AI—robots that perceive, reason, and act—is being framed as the next step for factories. That framing is correct in intent but misleading in practice: production deployments today look nothing like simple add-ons to traditional automation, and the split between modular AI pipelines and holistic end-to-end learning models matters for who can adopt what, and […]

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