DECODING DEEP LEARNING: UNVEILING THE BLACK BOX OF AI

Deep learning architectures are revolutionizing countless fields, such as image recognition to natural language processing. However, their complex nature often creates a challenge: understanding how these models arrive at their results. This lack of explainability, often referred to as the "black box" problem, hinders our ability to fully trust and