Robotics Boards Run LLMs Offline

Manufacturers are shipping robotics‑grade single‑board computers that combine multi‑core ARM CPUs, powerful NPUs and real‑time microcontrollers, and they include prepackaged language, vision and audio models that run entirely offline. That convergence lets robots, kiosks and edge sensors perform complex perception and natural‑language tasks without cloud connectivity. — This accelerates decentralization of AI capabilities, shifting privacy, security, supply‑chain and labor consequences from cloud providers to device makers and local operators.