Neural Processing Units (NPUs) have fundamentally transformed the capabilities of smartphones and a myriad of other edge devices, bringing sophisticated artificial intelligence directly to the user’s hand. These specialized AI accelerators are engineered to efficiently execute machine learning workloads, particularly inference tasks, with unparalleled speed and energy efficiency. On-device AI processing mitigates the need for constant cloud connectivity, enhancing user privacy, reducing latency, and
