The sphere of artificial intelligence is undergoing a significant transformation, fueled by the rise of edge AI solutions. These innovative methods are shifting the paradigm by moving AI processing power to the edge of the network, closer to the origin of data generation. This {strategic{ On-device AI processing shift offers a multitude of advantag