Global smartphone shipments stabilized in Q2, boosted by hardware refresh cycles centered on native artificial intelligence capabilities. Component suppliers report soaring demand for high-bandwidth memory and advanced Neural Processing Units (NPUs).
Memory Architecture Upgrades
Running 7-billion-parameter language models locally requires a baseline of 16GB RAM in premium devices. DRAM manufacturers are reallocating production capacity to meet these elevated mobile specifications.
Battery Efficiency Trade-offs
Continuous local inference presents thermal and power management challenges. OEMs are adopting silicon-anode battery technology to extend runtime without increasing device thickness.