The horizon of intelligence is rapidly evolving as computing power converges to the edge. This autonomous paradigm empowers devices with real-time understanding, enabling a {novel set of opportunities. From smart cities, the ability to analyze data locally unlocks unprecedented efficiency. Exploiting cutting-edge models Optimizing intelligence fo