When Do Large Language Models Exhibit Unsolicited Deception?

Samuel M. Taylor, Benjamin K. Bergen

Large Language Models (LLMs) are effective at deceiving when prompted to do so. Models that demonstrate better performance on reasoning tasks are also better at prompted deception.…