Verified75% confidenceFactTime unknown
Task planning errors in an Agent can lead to cascading failures, where an early decision error is continuously amplified in subsequent steps.
3
Sources
75%
Confidence
Long-term
Relevance
6/1/2026
First Seen
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Related Claims
VerifiedThe AI agent field faces a 'compounding error problem,' where as the number of task steps increases, small errors at each step accumulate and amplify, ultimately causing the entire task to deviate from expectations.77% similarUnverifiedAgent 评测中由于错误沿任务链累积传播，最终完成率的分差往往比传统 NLP 基准更难弥合77% similarUnverified级联失败是指单次工具调用错误会污染后续上下文，导致模型在错误的中间状态上继续推理，最终使整个任务偏轨76% similarUnverifiedPreviously, mapping missing or unknown finish reasons to stop by default would cause the Agent to mistakenly believe the task was complete, thereby skipping subsequent steps or incorrectly ending the workflow.75% 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）75% similar
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