The boundary of intelligence is dynamically transforming as computing power descends to the edge. This autonomous paradigm empowers systems with real-time understanding, enabling a {novel set of capabilities. From connected vehicles, the ability to interpret data in situ unlocks new levels of performance. Leveraging advanced algorithms Optimizing