The horizon of intelligence is dynamically transforming as computing power migrates to the edge. This distributed paradigm empowers devices with real-time understanding, enabling a {novel set of possibilities. From connected vehicles, the ability to analyze data in situ unlocks revolutionary advancements. Leveraging cutting-edge algorithms Adapti