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Binqian Xu

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ConflictGuide: AutoResearch Improves When Competing Behaviors Are Made Visible

Binqian Xu, Qiran Zou, Xiangbo Shu وآخرون · 2026

When designing machine learning models, desirable properties are often in tension: improving one behavior can impair another, so task progress can depend on alleviating the conflict. LLM-based AutoResearch systems, which iteratively edit model code and retain edits based on scalar task-performance feedback, have largel …

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