The boundary of intelligence is continuously shifting as computing power descends to the edge. This distributed paradigm empowers devices with real-time understanding, enabling a {novel set of possibilities. From industrial automation, the ability to interpret data in situ unlocks new levels of performance. Harnessing cutting-edge algorithms Adap