Global smartphone shipments stabilized in Q2, driven largely by consumer demand for devices featuring dedicated neural processing units (NPUs). Hardware-based AI acceleration allows real-time language translation and image processing without cloud latency.
Silicon Architecture Evolution
Mobile chipset designers are reallocating die area from graphics processing cores to tensor acceleration blocks. The shift demands increased unified memory bandwidth, raising baseline RAM requirements to 12 gigabytes on flagship tiers.