Edge artificial intelligence ushers in a paradigm shift in how we interact with technology. By deploying intelligent algorithms directly on devices at the network's edge, we can real-time decision making, eliminating the need for constant cloud connectivity. This distributed approach offers a range of opportunities, including enhanced performance,