The horizon of intelligence is rapidly evolving as computing power migrates to the edge. This autonomous paradigm empowers devices with real-time processing, enabling a {novel set of capabilities. From smart cities, the ability to interpret data on-premises unlocks unprecedented efficiency. Harnessing advanced architectures Optimizing intelligenc