Unverified50% confidenceCautionExact time
The most error-prone aspects of loops are infinite loops and states not being correctly reset.
1
Sources
50%
Confidence
Long-term
Relevance
9/22/2026
First Seen
Sources
Related Entities
Related Claims
Unverified终止条件设计不当会导致无限循环（反复调用工具无法收敛）或过早终止（信息不足时就回复）两类故障65% similarUnverifiedLoop机制的重试本身并不保证收敛，反而可能在每轮循环中引入新偏差，使问题空间越来越难预测64% similarUnverifiedSetting a reasonable max_tokens limit and repetition_penalty (typically 1.1–1.2) can alleviate the infinite loop problem but cannot completely resolve it.64% similarUnverifiedLangGraph's built-in recursion_limit can only prevent infinite loops; it cannot distinguish meaningful reasoning from dead loops, cannot intervene before a crash, does not save state after a crash, and cannot control costs.62% similarUnverifiedOverly lenient stopping conditions cause agents to continue ineffective iterations on sufficiently good results, wasting computing resources, while overly strict conditions may cause the loop to never terminate.60% similar
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