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

arXiv:2610.29245v1 Announce Type: new Abstract: 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 introduce CrashGym, a deterministic, rep