The horizon of intelligence is rapidly evolving as computing power migrates to the edge. This distributed paradigm empowers applications with real-time analysis, enabling a {novel set of capabilities. From industrial automation, the ability to interpret data in situ unlocks unprecedented efficiency. Leveraging sophisticated architectures Optimizi