Mobile chipset vendors are shipping system-on-chip (SoC) architectures with dedicated neural processing units capable of executing 30 trillion operations per second locally.
Local Execution Advantages
Developers are migrating real-time video processing and text translation from edge servers directly to user handsets. The pivot significantly lowers server-side API operational costs while maintaining user data privacy standards.