Edge artificial intelligence empowers 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 analysis, reducing the need for constant cloud connectivity. This distributed approach offers a range of benefits, including faster response times, confidentiality