The perimeter of intelligence is dynamically transforming as computing power descends to the edge. This autonomous paradigm empowers systems with real-time understanding, enabling a {novel set of opportunities. From smart cities, the ability to analyze data on-premises unlocks unprecedented efficiency. Harnessing advanced algorithms Optimizing in