paper_type.json (257B)
1 { 2 "paper_type": "empirical", 3 "reason": "Runs controlled experiments with LLMs in a simulated trading scenario, reports quantitative findings (75%+ insider trading, ~90% deception rates), and measures behavioral variation across conditions and models." 4 }