DecisionFlow structures LLM decisions as extract-score-filter-maximize over a utility function and reports large accuracy gains on high-stakes benchmarks, with caveats about benchmark modification and hyperparameter tuning.
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DecisionFlow: Advancing Large Language Model as Principled Decision Maker
DecisionFlow structures LLM decisions as extract-score-filter-maximize over a utility function and reports large accuracy gains on high-stakes benchmarks, with caveats about benchmark modification and hyperparameter tuning.