The sphere of artificial intelligence is undergoing a significant transformation, fueled by the rise of distributed AI solutions. These innovative techniques Battery-powered AI devices are shifting the paradigm by bringing AI processing power to the periphery of the network, closer to the origin of data generation. This {strategic{ shift offers a m