Edge artificial intelligence represents a paradigm shift in how we interact with technology. By deploying cognitive algorithms directly on devices Low-power AI chips at the network's edge, this enables real-time analysis, eliminating the need for constant cloud connectivity. This distributed approach offers a range of advantages, including faster r