ShiJianBench uses matched counterfactual rollouts of a calibrated LLM investor simulator to show that response quality and long-horizon investment impact are distinct.
Your 3-month max drawdown is about 11.8%, and today is weak. Your posi- tion is close to 90%
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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.