The boundary of intelligence is dynamically transforming as computing power migrates to the edge. This decentralized paradigm empowers devices with real-time understanding, enabling a {novel set of capabilities. From industrial automation, the ability to interpret data in situ unlocks unprecedented efficiency. Exploiting sophisticated algorithms