Smartphone original equipment manufacturers are standardizing 16GB RAM as the operational baseline for upcoming flagship releases. The hardware upgrade is necessitated by local model weight storage and low-latency inference requirements.
Architectural Changes
Modern System-on-Chips now dedicate up to 30% of die area to neural processing units. Dynamic memory allocation between host OS and localized AI accelerators remains a critical battery efficiency focal point.
Developer Implications
App developers must optimize on-device model quantizations to fit within restricted runtime RAM budgets or face aggressive background task termination by the OS.