The horizon of intelligence is dynamically transforming as computing power converges to the edge. This decentralized paradigm empowers devices with real-time processing, enabling a {novel set of capabilities. From industrial automation, the ability to extract data locally unlocks new levels of performance. Harnessing advanced algorithms Optimizin