The world of artificial intelligence (AI) stands as a complex enigma, captivating our understanding of intelligence. To truly unravel AI's essence, we must deconstruct its structure and discover the mechanisms that drive its potentials. This exploration strives to shed light on the inner workings of AI, delivering a comprehensive interpretation of