The perimeter of intelligence is dynamically transforming as computing power descends to the edge. This decentralized paradigm empowers devices with real-time understanding, enabling a {novel set of possibilities. From industrial automation, the ability to extract data locally unlocks unprecedented efficiency. Exploiting sophisticated algorithms