Hidden in Plain Text: Measuring LLM Deception Quality Against Human Baselines Using Social Deduction Games

Christopher Kao, Vanshika Vats, James Davis

Large Language Model (LLM) agents are increasingly used in many applications, raising concerns about their safety. While previous work has shown that LLMs can deceive in controlled…