The smartphone industry has pivoted toward localized processing capabilities as manufacturers seek functional differentiation in a saturated global market.
Silicon Architecture Adjustment
System-on-Chip architectures are prioritizing Neural Processing Unit throughput and thermal efficiency over traditional raw CPU frequency scaling to support local language models.
DRAM Bottlenecks
Running multi-billion parameter models locally requires increased system memory, forcing vendors to make 12GB to 16GB of LPDDR5X RAM standard on flagship hardware.