Unverified50% confidenceFactExact time
A potential flaw of the Agent loop is that a confused model may fall into an infinite loop, repeatedly calling tools or making requests.
1
Sources
50%
Confidence
Long-term
Relevance
10/28/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedAn Agent may fall into an infinite feedback loop, getting stuck repeatedly calling the same tool; for example, a runaway AI stuck in a loop constantly buying plane tickets could cause real losses in a short time.79% similarUnverifiedAgent死循环归根结底有三类：单一工具动作无限重复、双状态来回横跳（ABAB式往复）、工具调用持续失败却无脑重试75% similarUnverifiedThe core challenges of the Agent Loop include preventing runaway loops (by setting a maximum number of steps), handling error recovery from failed tool calls, and maintaining reasoning quality without degradation over long contexts.75% similarUnverifiedIf agent loop execution lacks a maximum iteration limit and infinite-loop detection mechanism, the system will fall into an infinite loop and rapidly consume the token budget75% similarUnverified无限循环是智能体生产环境中的高危故障模式，常见诱因包括工具调用返回空结果、模型幻觉导致的错误推理链以及工具间循环依赖75% similar
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