The perimeter of intelligence is dynamically transforming as computing power descends to the edge. This decentralized paradigm empowers applications with real-time understanding, enabling a {novel set of capabilities. From smart cities, the ability to interpret data in situ unlocks revolutionary advancements. Exploiting advanced architectures Opt