Artificial intelligence constitutes a compelling frontier in technological evolution. Its capabilities to enhance complex tasks and generate innovative solutions is unquestionable. Yet, in spite of its striking achievements, the underlying mechanisms that drive AI remain largely unknown. Researchers are persistently striving to demystify the compl