Choosing the Right Silicon for Edge AI: How Intel, AMD, NVIDIA, and Arm Are Shaping the Next Generation of Distributed Computing - Blog
February 17, 2026Edge computing devices, from retail cameras to factory controllers and logistics endpoints, are rapidly becoming frontline AI systems. The modern edge stack blends CPUs, GPUs, and increasingly NPUs (neural processing units) to deliver low‑latency, on‑device intelligence. This article compares how Intel, AMD, NVIDIA, and Arm pursue edge AI differently and offers CIOs a practical decision framework to align silicon, thermals, and software ecosystems with real workloads and operating constraints.
