Edge artificial intelligence represents a paradigm Edge AI shift in how we interact with technology. By deploying intelligent algorithms directly on devices at the network's edge, we can real-time analysis, reducing the need for constant data transmission. This decentralized approach offers a range of opportunities, including faster response times,