The landscape of artificial intelligence is undergoing a profound transformation, fueled by the rise of edge AI solutions. These innovative methods are shifting the paradigm by bringing AI processing power to the periphery of the network, closer to the source of data generation. This {strategic{ shift offers a multitude of perks, including reduced