Smartphone hardware architecture is undergoing its most significant redesign in a decade to accommodate localized generative AI models. Chip designers are prioritizing DRAM bandwidth and thermal dissipation over incremental CPU clock speed gains.
Hardware Constraints
Running multi-billion parameter models locally requires a minimum of 16GB of unified memory in premium handsets. Consequently, component bill-of-materials costs have risen, squeezing profit margins for mid-tier smartphone manufacturers.