Testing many models on the same advice or conflict prompts and comparing how often they side with the user versus human judges.
Atlas / Human–AI interaction / Method
Sycophancy audits
Help improve this map
Know a paper that belongs here, or think something needs correcting?
Suggest a correction ↗Contributions are reviewed before they appear.