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