The world of artificial intelligence (AI) rises as a profound enigma, challenging our understanding of computation. To truly grasp AI's essence, we must analyze its architecture and reveal the mechanisms that drive its potentials. This exploration aims to shed light on the secrets of AI, delivering a comprehensive interpretation of this groundbreak