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One Analyst Is Not Ground Truth: Grading Agent-Built Financial Models Against Observed Professional Practice

Lu, Jiacheng et al.
arXiv (All) · Papers
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and-scienceartificial-intelligencecomputational-engineeringfinancemachine-learning
Language model agents can now construct complete financial models, but it remains unclear whether they have learned the financial judgment that gives those models meaning. Existing benchmarks often anchor correctness to an expert-authored solution (e.g., numerical targets or detailed rubrics) which
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