The world of artificial intelligence (AI) stands as a complex enigma, challenging our understanding of intelligence. To truly comprehend AI's core, we must dissect its architecture and reveal the algorithms that power its perceptions. This exploration aims to illuminate the inner workings of AI, providing a comprehensive overview of this groundbrea