Global smartphone shipments stabilized in Q2, buoyed by consumer demand for devices capable of executing multi-modal AI models locally without cloud latency.
Silicon Architecture Shift
Mobile chipset vendors are devoting up to 35% of die area to dedicated NPU cores, prioritizing thermal dissipation efficiency over raw CPU clock frequency gains.
DRAM Allocation Burden
Running multi-billion parameter models on-device requires minimum baseline memory configurations of 12GB, driving up bill-of-materials costs across mid-tier product lines.