The boundary of intelligence is dynamically transforming as computing power migrates to the edge. This autonomous paradigm empowers applications with real-time analysis, enabling a {novel set of capabilities. From industrial automation, the ability to interpret data on-premises unlocks revolutionary advancements. Exploiting sophisticated algorith