Expired50% confidenceFactExact time
HITL (Human-in-the-Loop) as a design pattern originated from industrial control systems and military decision-making domains
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
7/2/2026
First Seen
Valid until: 9/30/2026(expired)
Sources
LangGraph Beginner's Guide: Core Advantages, Common Misconceptions, and Deployment Practices Explained
bilibili大模型晓晓6/17/2026
Related Claims
UnverifiedHITL(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74% similarUnverifiedHITL mechanism is considered a prerequisite for deploying agents to production in industries with high compliance requirements such as finance, healthcare, and law65% similarUnverifiedAutoGPT的Agent循环设计借鉴了军事决策领域的OODA循环(观察-判断-决策-行动)60% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/44706API
curl https://kongchang.com/api/v1/knowledge/claims/44706MCP
get_claim(id=44706)