DECODING DEEP LEARNING: UNVEILING THE BLACK BOX OF AI

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