ShiJianBench uses matched counterfactual rollouts of a calibrated LLM investor simulator to show that response quality and long-horizon investment impact are distinct.
Prioritize trimming the two R2 hold- ings, F1 and F2, in parts; keep the R1 fund F3 for now to stay more stable overall
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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.