inference-misalignment

This paper studies why language models hallucinate, proposing that hallucinations often stem from biased latent inference (inference misalignment) rather than missing knowledge. It introduces TrapQA, a controlled diagnostic testbed to test reasoning against priors, and demonstrates that hallucinations can arise from misleading latent associations.