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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Zirui Lv

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Preprint Aug 2026

Diagnosis Before Recovery: Turning Agent Failures into Selective Self-Correction

DARC is proposed, a diagnosis-guided recovery harness that profiles task-family failure modes, prunes mismatched interventions from a shared recovery library, and freezes a verifier-selected success-cost policy for deployment, providing a practical route toward more reliable agents in domains where compiler-like feedba...

Pan Wang, Yihao Hu, Hang Wang et al. · 2 citations

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