Explainable AI: Building Trust in Machine Learning Models

In machine learning, trust comes from knowing how models decide. Black-box AI systems are unclear, so spotting biases is hard. This lack of clarity can cause problems like unfair hiring or healthcare. It also makes checking decisions and following rules difficult. Explainable AI shows why complex algorithms make certain choices. It turns unclear systems…