Unverified50% confidenceFactExact time
The ReAct architecture brings controllability challenges: reasoning paths are not fixed, tool calls may go wrong, and the number of loops is hard to constrain.
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50%
Confidence
Long-term
Relevance
10/18/2026
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Related Claims
UnverifiedThe ReAct pattern is suitable for dynamic, exploratory tasks, but is prone to losing direction in complex long-chain tasks78% similarUnverifiedThe 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).77% similarUnverifiedThe ReAct loop breaks complex tasks into auditable small steps, and the intermediate state of each step can be recorded in logs, making it easy to locate whether the error is in reasoning or in the tool implementation, while inherently requiring state management and error recovery mechanisms.73% 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72% similar
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