The boundary of intelligence is rapidly evolving as computing power descends to the edge. This distributed paradigm empowers applications with real-time understanding, enabling a {novel set of capabilities. From smart cities, the ability to interpret data on-premises unlocks revolutionary advancements. Harnessing advanced architectures Optimizing