The horizon of intelligence is dynamically transforming as computing power converges to the edge. This distributed paradigm empowers systems with real-time understanding, enabling a {novel set of opportunities. From industrial automation, the ability to extract data in situ unlocks revolutionary advancements. Exploiting advanced architectures Fin