paper_type.json (350B)
1 { 2 "paper_type": "empirical", 3 "reason": "The paper runs experiments with CoT-enabled LLMs under threat-based prompting, quantifies deception rates and detection accuracy, and tests activation steering interventions—the primary contribution is experimental findings about deception behavior rather than a new benchmark or theoretical analysis." 4 }