Artificial intelligence stands a compelling frontier in technological progression. Its capabilities to enhance complex tasks and produce innovative solutions is undeniable. Yet, considering its striking achievements, the underlying principles that drive AI remain partially unknown. Experts are continuously striving to elucidate the nuances of AI,