Unverified50% confidenceFactExact time
In multi-step tool-calling chains, errors can propagate and amplify between reasoning nodes, making root-cause analysis difficult.
1
Sources
50%
Confidence
Long-term
Relevance
9/22/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedIn Agentic systems, errors can occur at multiple levels including planning, tool invocation, and context management, and upstream errors are amplified along the chain.79% 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76% similarUnverifiedBlindly adjusting prompts is inefficient because it cannot distinguish between different error root causes and can easily introduce new problems while fixing one.72% similarUnverifiedEnd-to-end prompting methods entangle the three components of evidence retrieval, reasoning, and uncertainty estimation, making it difficult to pinpoint the source of errors.71% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/941126API
curl https://kongchang.com/api/v1/knowledge/claims/941126MCP
get_claim(id=941126)