Edge artificial intelligence empowers a paradigm shift in AI edge computing how we interact with technology. By deploying intelligent algorithms directly on devices at the network's edge, it facilitates real-time action, minimizing the need for constant internet access. This localized approach offers a range of benefits, including improved latency,