The boundary of intelligence is dynamically transforming as computing power converges to the edge. This autonomous paradigm empowers systems with real-time understanding, enabling a {novel set of possibilities. From industrial automation, the ability to extract data in situ unlocks unprecedented efficiency. Harnessing sophisticated architectures