The horizon of intelligence is dynamically transforming as computing power descends to the edge. This distributed paradigm empowers devices with real-time analysis, enabling a {novel set of capabilities. From smart cities, the ability to extract data on-premises unlocks unprecedented efficiency. Exploiting advanced architectures Optimizing intell