The world of artificial intelligence (AI) rises as a profound enigma, captivating our understanding of computation. To truly comprehend AI's essence, we must dissect its architecture and reveal the mechanisms that fuel its capabilities. This exploration seeks to uncover the inner workings of AI, delivering a comprehensive analysis of this transform