Hallucination as Commitment Failure: Larger LLMs Misfire Despite Knowing the Answer
arXiv:2605.22007v1 Announce Type: new Abstract: Hallucination is often viewed as a direct consequence of missing knowledge: a model answers incorrectly when the correct answer is absent from its gener