Artificial intelligence stands a intriguing frontier in technological evolution. Its capabilities to optimize complex tasks and produce innovative results is undeniable. Yet, despite its striking achievements, the underlying principles that drive AI remain somewhat unknown. Researchers are persistently striving to elucidate the intricacies of AI,