AINeutralarXiv – CS AI · 15h ago6/10
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Recon: Reconstruction-Guided Reasoning Synthesis for User Modeling
Researchers introduce Recon, a method for improving user modeling by evaluating synthesized reasoning traces through action reconstruction rather than post-hoc rationalization. The approach achieves 54.7% win rates over baseline methods and demonstrates that reasoning should naturally elicit predicted actions from context, advancing AI's ability to simulate human behavior.