The world of artificial intelligence (AI) stands as a intriguing enigma, challenging our understanding of computation. To truly unravel AI's essence, we must deconstruct its framework and reveal the mechanisms that fuel its potentials. This exploration strives to shed light on the secrets of AI, delivering a comprehensive overview of this transform