arXiv cs.CLPaper
Recognizing Is Not Reversing: A Controlled Inversion Test of Fact-Preserving News Framing
LLMs recognize bias in news better than they can neutralize it. The gap between detection and correction is a hard technical problem, not an oversight. If you're building bias-reduction tooling, this paper confirms you need explicit rewriting logic, not just prompting.