DECODING DEEP LEARNING: UNVEILING THE BLACK BOX OF AI

Deep learning architectures are revolutionizing countless fields, including image recognition to natural language processing. However, their sophisticated nature often poses a challenge: understanding how these networks arrive at their results. This lack of explainability, often referred to as the "black box" problem, restricts our ability to fully