Edge artificial intelligence represents 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 decision making, minimizing the need for constant data transmission. This decentralized approach offers a range of benefits, including enhanced performance,