The world of artificial intelligence (AI) rises as a profound enigma, transforming our understanding of intelligence. To truly grasp AI's essence, we must deconstruct its architecture and discover the mechanisms that drive its potentials. This exploration aims to illuminate the inner workings of AI, providing a detailed overview of this transformat