The perimeter of intelligence is dynamically transforming as computing power migrates to the edge. This autonomous paradigm empowers systems with real-time processing, enabling a {novel set of capabilities. From industrial automation, the ability to interpret data in situ unlocks unprecedented efficiency. Harnessing sophisticated algorithms Optim