AIBullisharXiv – CS AI · Mar 57/10
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AOI: Turning Failed Trajectories into Training Signals for Autonomous Cloud Diagnosis
Researchers present AOI (Autonomous Operations Intelligence), a multi-agent AI framework that automates Site Reliability Engineering tasks while maintaining security constraints. The system achieved 66.3% success rate on benchmark tests, outperforming previous methods by 24.4 points, and can learn from failed operations to improve future performance.
🧠 Claude