The boundary of intelligence is rapidly evolving as computing power here descends to the edge. This decentralized paradigm empowers applications with real-time analysis, enabling a {novel set of capabilities. From industrial automation, the ability to interpret data locally unlocks revolutionary advancements. Exploiting advanced architectures Ada