DECODING DEEP LEARNING: UNVEILING THE BLACK BOX OF AI

Deep learning architectures are revolutionizing various fields, from image recognition to natural language processing. However, their sophisticated nature often poses a challenge: understanding how these models arrive at their results. This lack of explainability, often referred to as the "black box" problem, impedes our ability to completely trust