AI for Edge Computing 2026
TL;DR. AI for edge computing means running inference on the device—sensor, phone, vehicle, or appliance—instead of sending data to a cloud endpoint. In 2026, the hardware has caught up to the ambition: purpose-built NPUs, quantized models under 10 MB, and mature runtimes make local inference practical. The real work is the deployment pipeline, model compression, and operational monitoring, not th…