Story
arxiv_llm_reliability · Nov 10, 2026 · paper
Source brief
Framing-Induced Vulnerability in Large Language Models: Evidence from Chinese News Headlines
arxiv.orgNov 10, 2026
original source linked
In brief
Large language models increasingly evaluate, route, and moderate news, so a model's judgment of a headline has become a gatekeeping decision. We ask whether that judgment follows the fact being reported or the way the fact is framed. We combine an ecological audit of 63,926 Chine