The paradigm of artificial intelligence is transforming as we embrace Edge AI. This revolutionary approach pushes smart 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 liberates a new era of instantaneous insights and