Global smartphone shipments flattened in Q2 as average replacement cycles extended to 38 months. OEM strategies have consequently pivoted toward hardware-enabled AI features requiring localized processing power.
NPU Architecture Integration
Silicon vendors are reallocating die area toward specialized Neural Processing Units (NPUs). Early benchmarks indicate that performing generative tasks locally reduces latency by 40% while preserving battery life during intensive operations.