The horizon of intelligence is dynamically transforming as computing power migrates to the edge. This autonomous paradigm empowers devices with real-time understanding, enabling a {novel set of opportunities. From connected vehicles, the ability to interpret data in situ unlocks new levels of performance. Exploiting cutting-edge architectures Ada