Smartphone original equipment manufacturers (OEMs) are shifting their primary hardware battleground to silicon-level AI capability. Dedicated Neural Processing Units (NPUs) are now standard across flagship devices, enabling low-latency inference directly on consumer hardware.
Thermal Efficiency and Battery Benchmarks
Running 7-billion-parameter models locally presents severe thermal throttling risks. Chipmakers are deploying advanced 3-nanometer architecture and refined power-gating techniques to maintain battery efficiency during sustained AI workloads.