The paradigm of artificial intelligence is shifting as we embrace Edge AI. This revolutionary approach pushes sophisticated processing capabilities to the very boundary of networks, nearer to data sources. By running AI algorithms on edge devices like smartphones, sensors, and embedded systems, Edge AI unlocks a new era of prompt insights and self-