The perimeter of intelligence is continuously shifting as computing power descends to the edge. This decentralized paradigm empowers systems with real-time understanding, enabling a {novel set of opportunities. From industrial automation, the ability to analyze data in situ unlocks unprecedented efficiency. Exploiting sophisticated architectures