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Agent System Operations: Categorization, Challenges, and Future Directions

arXiv:2606.01581v1 Announce Type: new Abstract: As the reasoning capabilities of Large Language Models (LLMs) continue to advance, LLM-based agent systems offer advantages in flexibility and interpretability over traditional systems, garnering increasing attention. However, despite the widespread research interest and industrial application of agent systems, these systems, like their traditional counterparts, frequently encounter anomalies. These anomalies lead to instability and insecurity,...

arXiv CS 8d ago