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On-device intelligence is shifting from a niche feature to a mainstream design choice for apps, gadgets, and industrial IoT. Running models locally on phones, wearables, gateways, and sensors delivers concrete advantages — privacy, speed, resilience — but it also requires a new approach to model design, hardware selection, and deployment. Why on-device intelligence matters– Privacy: […]