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The landscape of artificial intelligence is rapidly evolving, with Edge AI emerging as a powerful force. By deploying AI algorithms directly on edge devices, rather than relying on centralized cloud computing, Edge AI enables intelligence at the source. This distributed approach unveils a wealth of benefits, making AI more tangible to a diverse ran