AI Industry
9 min read
Edge AI Inference: How On-Device Models Are Enabling Real-Time Intelligence Everywhere
On-device AI inference is exploding, powered by Apple's Neural Engine, Qualcomm's AI Engine, and specialized NPUs. From smartphones to industrial sensors, edge AI is enabling real-time intelligence without cloud dependency, transforming privacy, latency, and cost economics.