Deep learning models are revolutionizing numerous fields, from image recognition to natural language processing. However, their intricate nature often poses a challenge: understanding how these networks arrive at their decisions. This lack of explainability, often referred to as the "black box" problem, hinders our ability to thoroughly trust and u