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 internet access. This distributed approach offers a range of benefits, including improved latency, data security, and