Not What, But How: A Communicative Audit of LLM Response Framing

ArXi:2606.02493v1 Announce Type: new Large language models (LLMs) are being increasingly used to answer subjective, information-seeking questions, where users are sensitive to how responses are communicated, not just whether the answers are correct. Existing LLM evaluations for subjective cultural queries largely focus on factual correctness, ignoring how the response is framed. To this end, we