Global smartphone shipments flattened in the past quarter, but total market revenue expanded due to sustained demand for high-end devices. Consumers are extending replacement cycles, favoring premium handsets with enhanced longevity.
Edge AI as a Differentiation Driver
Hardware manufacturers are embedding dedicated neural processing units into premium chipsets to run generative models locally. This shift allows vendors to command higher average selling prices despite declining unit volume in budget categories.