The boundary of intelligence is dynamically transforming as computing power descends to the edge. This decentralized paradigm empowers devices with real-time analysis, enabling a {novel set of opportunities. From smart cities, the ability to extract data locally unlocks unprecedented efficiency. Leveraging advanced architectures Optimizing intell