Models are sycophantic, and when they do challenge faulty or incorrect inputs, they're ambiguous and ineffective.
In a new paper w/ a multilingual co-author team, we find that people may view LM responses that push back, yet still end up believing false content is true.
arxiv.org/abs/2610.17703
