Artificial Intelligence PC arms race reshapes the NPU market
Qualcomm, AMD, Intel, and a looming NVIDIA entry are turning the Artificial Intelligence PC into the new standard, as neural processing units redefine performance, power efficiency, and local computing. The competition is fragmenting the old Wintel order and accelerating a shift toward on-device generative Artificial Intelligence.