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 generate outputs without providing clear justifications into their reasoning. Understanding how AI reaches at its conclusions