Artificial intelligence is reshaping countless industries, however its decision-making processes often remain shrouded in mystery. This "black box" challenge arises from the complexity of deep learning algorithms, which can produce outputs without providing clear explanations into their reasoning. Understanding how AI arrives at its conclusions is