The world of artificial intelligence (AI) rises as a intriguing enigma, captivating our understanding of computation. To truly unravel AI's core, we must deconstruct its architecture and reveal the mechanisms that fuel its potentials. This exploration strives to illuminate the inner workings of AI, delivering a comprehensive overview of this transf