Unverified50% confidenceSolutionExact time
The repeated-failure prevention mechanism requires the Agent to enter a waiting state after handoff, avoiding repeated execution of the same actions before the human decides, and on resumption to update its policy based on the human's decision rather than mechanically retrying.
1
Sources
50%
Confidence
Long-term
Relevance
10/31/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedReAct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77% similarUnverifiedAgent的失败-修正-再尝试过程被称为ReAct（Reasoning + Acting）模式或反思循环77% similarUnverifiedExplicit state management makes an Agent's execution progress observable and recoverable, allowing it to resume from a certain state node rather than starting over when an error occurs midway.76% similarUnverifiedIn Agent orchestration, HITL is typically implemented through 'breakpoints': the workflow suspends at a designated node, returns control to a human operator, and resumes execution after confirmation.76% similarUnverifiedIn the agent context, durability means whether execution state survives process crashes, deployment updates, or long waits for external responses without being lost, and can continue from the breakpoint.75% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1119240API
curl https://kongchang.com/api/v1/knowledge/claims/1119240MCP
get_claim(id=1119240)