The perimeter of intelligence is dynamically transforming as computing power converges to the edge. This distributed paradigm empowers devices with real-time processing, enabling a {novel set of capabilities. From smart cities, the ability to interpret data in situ unlocks revolutionary advancements. Leveraging sophisticated models Optimizing int