Meryl Ye, Robert Kraut, Steve Rathje · 2026 · arXiv preprint Read the source Warnings and explainer videos lowered trust in sycophantic bots but did not reduce their persuasive effect — and made people more confident they could spot sycophancy without getting better at it. Questions it bears on Can sycophancy be fixed without a colder model Which safeguards work