Essays··8 min read
Erlangen, Spartanburg, and the Quiet Half of Industrial AI
The cognitive layer of industrial AI — copilots, agentic optimisation, the operating-system metaphor — is real and mostly in pilot. The physical layer — vision, manipulation, motion — is the part actually booking cycle time on the factory floor. That asymmetry is the story.
industrial-aipilot-to-productionembedded-visionhumanoid-robotics
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