Unverified70% confidenceTradeoffExact time
In the ReAct framework, if the first reasoning step is biased, all subsequent steps will stack upon the erroneous premise, forming a "cognitive avalanche" effect — i.e., the risk of error accumulation.
2
Sources
70%
Confidence
Long-term
Relevance
7/19/2026
First Seen
Sources
Related Claims
VerifiedWhen an autoregressive model produces an erroneous intermediate conclusion early in the reasoning chain, it causes subsequent steps to accumulate errors, forming an error accumulation effect.83% similarUnverifiedBoth the ReAct and Plan-and-Execute modes face the problem of error accumulation caused by misjudgments in early steps being accepted as premises by subsequent steps.77% similarUnverifiedThe potential risk of agentic working modes is that every error is amplified by subsequent steps, creating hallucination propagation.77% similarUnverified传统ReAct模式在复杂场景下存在瓶颈，长链路推理中的误差累积效应会导致任务失败率上升76% similar
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