aiqbench analysis

The article examines the practical limitations of Qualcomm's Snapdragon Neural Processing Engine (NPU) in current real-world AI applications, focusing on hardware constraints rather than general smartphone reviews. It assesses whether existing NPUs can effectively handle complex inference tasks compared to emerging alternatives, which is a core discussion for AI infrastructure and edge computing.