Global smartphone shipments stabilized with a modest 2.1% year-over-year growth in Q3, buoyed by premium segment sales. Device makers have heavily emphasized integrated neural processing units (NPUs) capable of running localized language models, positioning hardware capability as the main upgrade incentive.
Consumer Adoption and Cycle Lengths
Consumer retention data indicates that average replacement cycles remain stretched at 38 months. Analysts note that while on-device AI reduces latency and enhances privacy, consumer perception of its utility has not yet reached a tipping point to trigger accelerated hardware upgrades.