Expired90% confidenceFactExact time
The concept of Human-in-the-Loop (HITL) originated in the fields of cybernetics and human factors engineering, referring to the retention of human participation nodes in the decision-making or execution loop of an automated system.
15
Sources
90%
Confidence
Medium-term (~90 days)
Relevance
7/2/2026
First Seen
Valid until: 9/30/2026(expired)
Sources
Related Claims
Unverified「人在回路」（Human-in-the-Loop）概念的根源可追溯至控制论（Cybernetics）和自动化工程领域77% similarUnverifiedThe human intervention node embodies the Human-in-the-Loop (HITL) paradigm, retaining human judgment at critical decision points to guard against risks such as model hallucinations and permission abuse.74% similarUnverifiedHITL contrasts with two other modes: Human-on-the-Loop (humans supervise only without directly intervening) and Human-out-of-the-Loop (fully automated).73% similarUnverifiedThe Human-in-the-loop mechanism originated in the fields of cybernetics and machine learning, referring to the retention of human intervention rights at critical decision nodes in automated systems.73% similarUnverifiedAny autonomous loop system requires human intervention at critical decision nodes, which is the Human-in-the-Loop design principle.70% similar
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