The world of artificial intelligence (AI) stands as a profound enigma, transforming our understanding of computation. To truly unravel AI's nature, we must deconstruct its architecture and unearth the algorithms that power its potentials. This exploration strives to shed light on the secrets of AI, delivering a comprehensive overview of this transf