The landscape of artificial intelligence is undergoing a remarkable transformation, fueled by the rise of distributed AI solutions. These innovative methods are shifting the paradigm by bringing AI processing power to the fringe of the network, closer to the point of data generation. This {strategic{ shift offers a multitude of benefits, including