Unverified50% confidenceFactExact time
Trajectory efficiency is a quantitative metric measuring the ratio of valid actions to redundant actions when an Agent completes a specified task, and its decline is often a precursor signal that the Agent is about to experience a serious failure.
1
Sources
50%
Confidence
Long-term
Relevance
10/15/2026
First Seen
Sources
Related Entities
Related Claims
VerifiedIn scenarios where an Agent automatically executes multi-step tasks, a failure at one step can cause the entire workflow to fail or even trigger cascading erroneous operations.74% similarUnverifiedReAct的思考—行动—观察循环机制使Agent在处理多步骤复杂任务时表现出更高可靠性，显著减少幻觉和错误累积71% similarUnverifiedIn scenarios where actions are destructive, large in scale, and errors are difficult to detect, an inspectable and predictable compiled pipeline is more suitable than a runtime autonomous Agent; in scenarios where actions are reversible and fault-tolerant, the flexibility of a runtime Agent is an advantage.70% similarUnverifiedIn the experience accumulation mechanism, the agent records after each task execution which action sequences succeeded and which led to failure.69% similarUnverifiedPACE 测量到成功率强烈依赖任务，且对视界非单调，于是给出相位感知调度。69% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1033688API
curl https://kongchang.com/api/v1/knowledge/claims/1033688MCP
get_claim(id=1033688)