Justified or Just Convincing? Error Verifiability as a Dimension of LLM Quality

Xiaoyuan Zhu, Kimberly Le Truong, Riccardo Fogliato +8

As LLMs are deployed in high-stakes settings, users must judge the correctness of individual responses, often relying on model-generated justifications such as reasoning chains or…