The horizon of intelligence is dynamically transforming as computing power descends to the edge. This distributed paradigm empowers systems with real-time understanding, enabling a {novel set of capabilities. From industrial automation, the ability to interpret data on-premises unlocks unprecedented efficiency. Leveraging sophisticated architectu