Artificial intelligence (AI) has quickly become integrated into our daily lives, driving everything from recommendations to sophisticated medical diagnoses. Yet, the inner workings of these AI systems remain largely a mystery. This lack of transparency, often referred to as the "black box" problem, ignites significant concerns about accountability,