Unverified60% confidenceFactExact time
In multi-step Agent loops, errors in intermediate steps propagate and amplify in the form of contaminated context, producing an error cascade phenomenon.
2
Sources
60%
Confidence
Long-term
Relevance
7/15/2026
First Seen
Sources
QuantaMind:本地验证AI Agent可靠性的开源测试工具
Related Claims
Unverified在多步Agent循环中,中间步骤的错误token会被写入KV Cache并在后续注意力计算中持续影响输出分布,导致错误级联80% similarUnverified在多步Agent循环中每一步的输出成为下一步的上下文输入,导致错误级联(error cascading)的失败模式79% similarVerifiedWhen 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.77% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/513049API
curl https://kongchang.com/api/v1/knowledge/claims/513049MCP
get_claim(id=513049)