The boundary of intelligence is dynamically transforming as computing power descends to the edge. This distributed paradigm empowers applications with real-time understanding, enabling a {novel set of capabilities. From industrial automation, the ability to interpret data locally unlocks unprecedented efficiency. Harnessing cutting-edge algorithm