The smartphone market is undergoing a hardware re-architecture, placing integrated neural processing units (NPUs) at the core of flagship consumer devices.
Edge Processing Dominance
Executing machine learning workloads directly on local hardware minimizes data transport costs and addresses heightened enterprise data privacy standards.
Developer Ecosystems
Mobile software development kits are pivoting to support native NPU APIs, leading to faster execution times for real-time video processing and predictive analytics.