The perimeter of intelligence is rapidly evolving as computing power converges to the edge. This distributed paradigm empowers applications with real-time analysis, enabling a {novel set of capabilities. From connected vehicles, the ability to interpret data in situ unlocks new levels of performance. Exploiting advanced algorithms Fine-tuning int