Artificial intelligence stands a compelling frontier in technological evolution. Its potential to enhance complex tasks and generate innovative results is undeniable. Yet, despite its remarkable progress, the underlying principles that drive AI remain partially obscure. Researchers are continuously striving to elucidate the complexities of AI, aim