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Edge artificial intelligence ushers in a paradigm shift in how we interact with technology. By deploying cognitive algorithms directly on devices at the network's edge, this enables real-time action, minimizing the need for constant cloud connectivity. This distributed approach offers a range of opportunities, including improved latency, enhanced p