The world of artificial intelligence (AI) stands as a complex enigma, transforming our understanding of intelligence. To truly comprehend AI's core, we must analyze its architecture and discover the mechanisms that drive its potentials. This exploration strives to illuminate the secrets of AI, delivering a comprehensive overview of this groundbreak