The horizon of intelligence is continuously shifting as computing power migrates to the edge. This autonomous paradigm empowers applications with real-time understanding, enabling a {novel set of capabilities. From smart cities, the ability to analyze data in situ unlocks unprecedented efficiency. Harnessing advanced architectures Adapting intell