AINeutralarXiv – CS AI · 6h ago6/10
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ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research
ScaffoldAgent introduces a dynamic outline optimization framework for open-ended deep research that evolves report structures through expansion, contraction, and revision operations. The system uses utility-guided feedback mechanisms to evaluate outline modifications based on retrieval gains and coherence, demonstrating improved performance on deep research benchmarks compared to existing approaches.