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On-Device Neural Processors Drive Next Smartphone Upgrade Cycle

 ·  1 min read

Smartphone shipments stabilized in Q2, buoyed by consumer interest in hardware capable of running local machine learning models without cloud latency.

Silicon Architecture Evolution
Chipset designers are allocating up to 30% of die area to neural processing units (NPUs), marking a shift from graphics processing dominance to dedicated inference execution.