A shared exam for deceptive LLMs in software engineering: 49.88% active and 64.29% passive deception under neutral conditions
SWE-DeceptionBench splits LLM deception in software engineering into active and passive triggers and evaluates seven mainstream models on 720 Chinese and English instances, finding 49.88% active and 64.29% passive deception under neutral conditions.