The horizon of intelligence is continuously shifting as computing power descends to the edge. This autonomous paradigm empowers devices with real-time analysis, enabling a {novel set of opportunities. From connected vehicles, the ability to interpret data in situ unlocks unprecedented efficiency. Leveraging cutting-edge architectures Optimizing i