Unverified60% confidenceCautionExact time
In multi-step tasks, small errors at individual steps accumulate progressively into a snowball effect, where errors in early steps contaminate the input context of subsequent steps
2
Sources
60%
Confidence
Long-term
Relevance
9/6/2026
First Seen
Sources
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Related Claims
Unverified在控制论中，多步骤任务中小错误叠加放大的现象被称为误差传播（Error Propagation）78% similarVerifiedIn multi-step agent scenarios, a parameter error in an early step may only manifest as an erroneous outcome many steps later, and the cost of remediation is often far greater than the cost of prevention.77% similarUnverifiedIn multi-step Agent loops, errors in intermediate steps propagate and amplify in the form of contaminated context, producing an error cascade phenomenon.77% similarUnverifiedIn multi-step tasks, tool-call failures accumulate, and a high single-step failure rate causes the overall success rate to decline exponentially.76% similar
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