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Understanding Edge AI Hardware Industry Trends and Chip‑Architecture Innovations | #edge AI Hardware Market

Understanding Edge AI Hardware Industry Trends and Chip‑Architecture Innovations

Understanding Edge AI Hardware Industry Trends and Chip‑Architecture Innovations

The Edge AI Hardware Market is gaining strong momentum as artificial intelligence (AI) shifts from cloud-based platforms to on-device processing. Edge AI hardware—such as CPUs, GPUs, FPGAs, ASICs, and NPUs—enables real-time data processing, analysis, and decision-making at the device l