The boundary of intelligence is dynamically transforming as computing power migrates to the edge. This distributed paradigm empowers systems with real-time understanding, enabling a {novel set of capabilities. From connected vehicles, the ability to extract data in situ unlocks unprecedented efficiency. Harnessing sophisticated architectures Opti