Why Explainable AI (XAI) Matters: Bringing Clarity to Complexity
Machine learning models often function like “black boxes,” making decisions that even their creators can’t fully explain. As AI transforms industries like healthcare and finance, the need for transparency is vital. This is where Explainable AI (XAI) steps in, revealing how decisions are made and building trust in AI systems. In this post, we’ll explore why XAI matters and how it clarifies the complexity of modern AI. What is Explainable AI (XAI)? Explainable AI consists of methods that make machine learning algorithms transparent and interpretable, helping users understand and trust the results. XAI not only clarifies how