The boundary of intelligence is dynamically transforming as computing power descends to the edge. This decentralized paradigm empowers systems with real-time analysis, enabling a {novel set of capabilities. From connected vehicles, the ability to analyze data locally unlocks unprecedented efficiency. Leveraging sophisticated models Fine-tuning in