Smartphone manufacturers are revising baseline hardware specifications to accommodate localized LLM execution, triggering a high-bandwidth memory shortage across supply chains.
Latency and Privacy Benefits
Processing inference tasks directly on the neural processing unit (NPU) eliminates cloud round-trip latency and safeguards consumer telemetry data, setting a new benchmark for premium mobile computing.