Unverified50% confidenceFactExact time
In Agentic systems, errors can occur at multiple levels including planning, tool invocation, and context management, and upstream errors are amplified along the chain.
1
Sources
50%
Confidence
Long-term
Relevance
9/16/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedIn multi-agent systems, error propagation manifests as fault cascading; because LLMs tend to over-trust inputs (sycophancy), errors that enter the information flow are difficult for subsequent steps to correct on their own.73% similarUnverified系统会试探性地应用补丁，若失败则将错误信息反馈给模型进行修正，构成闭环纠错机制70% similarUnverifiedRecurring identical errors are a framework-level problem; each failure should be converted into a permanent rule rather than simply retried.70% similarUnverifiedReAct框架在任务链超过5-7个工具调用节点时存在明显的错误累积效应，每个节点的输出误差会在后续节点中被放大70% similarUnverified当初始判断系统存在系统性偏差时，基于同类逻辑构建的复核系统会重复同样的错误，这被称为同质化错误问题70% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/925880API
curl https://kongchang.com/api/v1/knowledge/claims/925880MCP
get_claim(id=925880)