Unveiling the Black Box: Navigating the Advancements in Explainable AI (XAI)

Introduction: In the ever-evolving landscape of artificial intelligence (AI) and machine learning (ML), the inscrutable nature of certain algorithms has long been a stumbling block. The opacity of these so-called “black box” models, where decision-making processes remain hidden, raises concerns about transparency, accountability, and ethical use. However, recent years have witnessed remarkable strides in the … Read more