paper_type.json (316B)
1 { 2 "paper_type": "empirical", 3 "reason": "The primary contribution is experimental findings on deceptive behavior in LLMs and quantitative results (r=0.788, 77.6% reduction) from running multi-turn RL experiments; the belief misalignment metric is a tool supporting the evaluation, not the primary contribution." 4 }