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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Carol J. Fung

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Jul 2026

Can LLMs Really Recover Microservice Failures? A Recovery-Aware Evaluation of Diagnosis-to-Action Reasoning

R2Act, a recovery-action evaluation framework for post-diagnosis incident response, provides a reproducible, simplified starting point for research and evaluation and reveals that many recovery failures arise not from missing diagnostic knowledge, but from the difficulty of translating diagnostic evidence into valid re...

Jiaxing Qi, Zhongzhi Luan, Hongyu Zhang et al. · 0 citations

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