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 moving AI processing power to the edge of the network, closer to the point of data generation. This {strategic{ shift offers a multitude of advantages, including re