Artificial intelligence constitutes a compelling frontier in technological evolution. Its efficacy to enhance complex tasks and generate innovative results is undeniable. Yet, in spite of its impressive achievements, the underlying principles that drive AI remain partially obscure. Experts are persistently striving to comprehend the nuances of AI,