CrashGym: Measuring the Decision Value of Experimentation for LLM Agents in Counterfactual Market Crashes

Haocheng Lu, Haoxuan Cheng, Mingyang Chen +1

Language-model agents are increasingly asked to run experiments, yet benchmarks rarely measure whether those experiments improve the decisions they are meant to inform. We introduc…