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When Should Forecasting Agents Reason? Behavioral Stress Tests for Reliability Routing

Wang, Yufeng
arXiv (All) · Papers
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artificial-intelligencecomputation-and-language
Forecasting agents increasingly combine language-model reasoning, retrieval, ensembling, and calibration, but it remains unclear when each behavior should be trusted. We study this question on ForecastBench-style binary forecasting tasks, treating the choice to retrieve, reason, defer to a market pr
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