The boundary of intelligence is dynamically transforming as computing power descends to the edge. This decentralized paradigm empowers systems with real-time analysis, enabling a {novel set of opportunities. From connected vehicles, the ability to interpret data locally unlocks revolutionary advancements. Leveraging advanced architectures Optimiz