Unverified50% confidenceOpinionExact time
三分法排查顺序中意图错误最上游影响最大、条件错误居中、值错误最下游最易修复
1
Sources
50%
Confidence
Long-term
Relevance
8/31/2026
First Seen
Sources
Related Entities
Related Claims
Unverified多步骤自动编排存在错误累积效应：每个中间步骤都有出错概率，步骤越多最终结果可靠性越难保证75% similarUnverified长链推理中每步的微小误差会被累积放大，学术界称为复合错误（compounding errors）问题70% similarUnverified多步推理链结构存在级联错误传播的脆弱性——若某一步骤工具调用返回错误结果，后续所有步骤将基于错误前提继续推理69% similarUnverified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）68% similarUnverified数值实验表明三项误差中score误差项占据主导，整体TV误差与score误差呈线性关系68% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/833009API
curl https://kongchang.com/api/v1/knowledge/claims/833009MCP
get_claim(id=833009)