The horizon of intelligence is dynamically transforming as computing power migrates to the edge. This distributed paradigm empowers applications with real-time understanding, enabling a {novel set of capabilities. From connected vehicles, the ability to interpret data locally unlocks revolutionary advancements. Exploiting cutting-edge architectur