The perimeter of intelligence is rapidly evolving as computing power converges to the edge. This autonomous paradigm empowers systems 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 architectures Adapti