Mobile hardware specifications are increasingly evaluated by neural processing unit (NPU) TOPS performance rather than raw CPU clock speeds. This shift enables real-time inferencing directly on personal devices without cloud routing.
Privacy-First Architecture Redefines Apps
Processing contextual personal data locally mitigates regulatory compliance liabilities for app developers. Hardware-isolated secure enclaves now manage model execution, significantly reducing exposure to network-level data interception.