Edge artificial intelligence empowers a paradigm shift in how we interact with technology. By deploying cognitive algorithms directly on devices at the network's edge, we can real-time analysis, reducing the need for constant data transmission. This localized approach offers a range of opportunities, including enhanced performance, confidentiality,