The landscape of artificial intelligence is undergoing a significant 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 ultra low power microcontroller network, closer to the origin of data generation. This {strategic{ shift offers