Global smartphone shipments stabilized in the first quarter, led by consumer demand for handsets featuring high-throughput neural processing units. Mobile vendors are repositioning flagship device marketing around localized language models and generative tools operating independently of cloud infrastructure.
DRAM Allocation Pressures
Running multi-billion parameter models locally requires increased system memory capacity. Component suppliers report that 12GB to 16GB RAM configurations are rapidly becoming standard for premium mobile tiers, pushing up raw bill-of-materials costs.