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Industrial automation Andreas Geiss 9 min read · Jul 2026

Physical AI Needs an Industrial Nervous System

Physical AI is moving from keynote stages to factory floors, but nearly all the capital is chasing chips, models, and robots. This paper argues that Physical AI only becomes real through the layer nobody owns yet: a deterministic runtime, an industrial nervous system that carries perception into real-time action on the machines already in place.