The perimeter of intelligence is continuously shifting as computing power migrates to the edge. This autonomous paradigm empowers devices with real-time analysis, enabling a {novel set of opportunities. From connected vehicles, the ability to analyze data locally unlocks unprecedented efficiency. Exploiting advanced architectures Optimizing intel