Cleanlab is an AI platform and popular Python library that automatically detects and corrects errors in machine learning datasets and AI application outputs. Born from MIT research, it helps data scientists, engineers, and businesses improve AI reliability by identifying mislabeled data, outliers, and hallucinated or unsafe responses in Generative AI and RAG applications.