Factual accuracy and misinformation in artificial intelligence systems. Covers techniques for verifying the correctness of responses generated by language models, hallucination detection, automated fact-checking methods, mitigation of the spread of false or misleading content produced by generative AI, and evaluation of source faithfulness in retrieval-augmented generation systems.