The boundary of intelligence is dynamically transforming as computing power migrates to the edge. This distributed paradigm empowers systems with real-time processing, enabling a {novel set of possibilities. From connected vehicles, the ability to extract data in situ unlocks revolutionary advancements. Exploiting sophisticated architectures Adap