Tag: AI Explainability: Shining

The rapid advancements in Artificial Intelligence (AI) are transforming industries and impacting our daily lives in profound ways. From personalized recommendations to automated decision-making, AI algorithms are becoming increasingly integrated into critical systems. However, the complex nature of many AI models, particularly deep learning models, often results in a "black box" phenomenon, where understanding how and why a model arrives at a specific decision remains elusive. This lack of transparency poses significant challenges, emphasizing the growing importance of AI explainability. What is AI Explainability? Defining Explainable AI (XAI) AI explainability, often referred to as Explainable AI (XAI), is a set of techniques and methods that aim to make AI systems more understandable and...