Mobile operating system vendors are pushing dedicated neural processing units into mainstream smartphones, shifting processing burdens away from cloud servers.
Latency and Privacy Benefits
Local model execution reduces API reliance, cutting bandwidth costs for developers while enhancing privacy compliance by keeping sensitive user data strictly on-device.