DECODING DEEP LEARNING: UNVEILING THE BLACK BOX OF AI

Deep learning architectures are revolutionizing numerous fields, such as image recognition to natural language processing. However, their complex nature often poses a challenge: understanding how these systems arrive at their decisions. This lack of explainability, often referred to as the "black box" problem, hinders our ability to thoroughly trus