The perimeter of intelligence is dynamically transforming as computing power migrates to the edge. This distributed paradigm empowers devices with real-time processing, enabling a {novel set of capabilities. From industrial automation, the ability to analyze data locally unlocks unprecedented efficiency. Leveraging sophisticated architectures Ada