Unverified50% confidenceFactExact time
The ReAct reasoning chain exhibits two types of runaway behavior in actual use: thinking without acting (reasoning stalls at the thinking stage), and acting inconsistently with thinking (thinking calls tool A but actually calling tool B).
1
Sources
50%
Confidence
Long-term
Relevance
9/11/2026
First Seen
Sources
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Related Claims
UnverifiedCompared to the traditional plan-execute separation pattern, the greatest advantage of the ReAct paradigm lies in fault tolerance, allowing dynamic correction of subsequent plans based on tool return results.74% similarUnverified在长链路任务中，纯ReAct范式会因每步微小偏差被放大形成'幻觉漂移'，逐渐偏离原始意图73% similarUnverifiedReAct/AutoAgent范式通过'思考-行动-观察'循环自主决定下一步，灵活性强但不确定性高，容易出现幻觉漂移或死循环71% similarUnverifiedReAct范式在CoT基础上引入行动维度，形成思考→行动→观察→再思考的闭环，显著减少大模型幻觉问题71% similar
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