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