Before Agent Tells The Lie: Has Deception Already Been Represented?

Xinling Li, Dadi Guo, Qingyu Liu +5

Large language model (LLM)-based agents can exhibit deceptive behavior during task execution, including hiding failures, fabricating results, or falsely signaling task completion.…