Verified90% confidenceFactExact time
「人在环路（Human-in-the-Loop，HITL）」是一种在AI或自动化系统的决策链条中保留人类审核或干预节点的系统设计范式
9
Sources
90%
Confidence
Long-term
Relevance
9/11/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedHuman-in-the-loop（人机协作循环）正成为生产级Agent系统的重要设计原则78% similarUnverified业界将在Agent行动链路关键节点设置人工审核卡口的设计原则称为Human-in-the-Loop（人在回路中）77% similarVerifiedHITL（Human-in-the-Loop，人机协同）概念源于自动化控制领域，用于在 Agent 遇到高风险、高不确定性操作时进行人工审核确认76% similarUnverified「移交真人」在行业中通常被称为「人机协作（Human-in-the-loop）」机制，是企业级客服系统的标配能力73% similarUnverified主流AI Agent框架采用人在回路（Human-in-the-Loop）原则，在关键决策节点强制等待人工确认70% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/897515API
curl https://kongchang.com/api/v1/knowledge/claims/897515MCP
get_claim(id=897515)