ShiJianBench uses matched counterfactual rollouts of a calibrated LLM investor simulator to show that response quality and long-horizon investment impact are distinct.
Do you care more about short-term or long-term? What drawdown can you toler- ate?
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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.