Explainable AI (XAI): Why Transparency in Algorithms Matters
In the era of Artificial Intelligence, algorithms are shaping decisions in industries ranging from healthcare to finance and even law enforcement. While these systems have shown exceptional capabilities, their decision-making processes often remain a mystery — a phenomenon referred to as the “black box” problem. Explainable AI (XAI) aims to solve this by making AI models transparent, interpretable, and accountable.