ShiJianBench uses matched counterfactual rollouts of a calibrated LLM investor simulator to show that response quality and long-horizon investment impact are distinct.
Yes, yes, I sold everything. I made a big profit today, so I want to use leverage
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ShiJianBench: From Dialogue to Decision for Long-Horizon Evaluation of Investment Advisors
ShiJianBench uses matched counterfactual rollouts of a calibrated LLM investor simulator to show that response quality and long-horizon investment impact are distinct.