BrandEval: A Two-Track Multi-Agent Benchmark for Risk-Sensitive LLM Crisis Communication.

arXiv:2610.25208v1 Announce Type: new Abstract: Evaluating LLMs for crisis communication requires more than judging isolated responses, because public feedback and competitor actions can reshape trust over time. Existing benchmarks remain largely static and si