The Commit-Abstain Circuit: Why Language Models Hallucinate Instead of Abstaining.

arXiv:2609.32964v2 Announce Type: replace Abstract: Language models (LMs) often hallucinate by committing to confident answers rather than abstaining, even when they do not have enough information to answer reliably. A large body of existing work mitigates hal