60 TOPS Laptop NPUs Transform Local Background Inference

Next-generation mobile processor architectures including AMD Ryzen AI 400, Qualcomm Snapdragon X, and Apple Silicon are surpassing 50 to 60 NPU TOPS. Crossing this threshold shifts on-device NPUs from simple audio/video background effects into dedicated coprocessors capable of running local small language models and background OCR continuously. This hardware evolution enables continuous local agent monitoring without draining laptop batteries.