待验证60% 置信概念精确时间
HITL（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
2
来源数
60%
置信度
长期有效
时效性
2026/7/23
首次发现
来源
相关事实
待验证HITL (Human-in-the-Loop) as a design pattern originated from industrial control systems and military decision-making domains74% 相似待验证Human-in-the-loop（HITL）在Agent开发场景下从训练阶段的数据标注机制延伸为运行时的实时干预能力73% 相似待验证HITL mechanism is considered a prerequisite for deploying agents to production in industries with high compliance requirements such as finance, healthcare, and law70% 相似待验证在AI Agent关键决策节点保留人在回路（HITL）确认机制对平衡自主性与可控性至关重要69% 相似待验证人在回路（HITL）在企业级Agent应用中通常以审批门控、异常升级、监督采样三种形式出现69% 相似
引用此条事实
Stable URI
https://kongchang.com/claim/598524API
curl https://kongchang.com/api/v1/knowledge/claims/598524MCP
get_claim(id=598524)