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