The horizon of intelligence is continuously shifting as computing power migrates to the edge. This autonomous paradigm empowers devices with real-time processing, enabling a {novel set of possibilities. From smart cities, the ability to interpret data locally unlocks unprecedented efficiency. Exploiting sophisticated architectures Optimizing inte