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AI Governance Glossary
Governance Practice

What Is Human-in-the-Loop?

Human-in-the-Loop is a design pattern in which a human reviews, approves, or can override an AI system's output or action before it takes effect.

Definition

Human-in-the-Loopa design pattern in which a human reviews, approves, or can override an AI system's output or action before it takes effect.

Human-in-the-loop (HITL) is the strongest form of human oversight, distinguished from human-on-the-loop (monitoring without approving each decision) and human-in-command (overall control without per-decision involvement). The EU AI Act's Article 14 requires effective human oversight for high-risk AI but does not always mandate HITL specifically. Effective HITL must counter automation bias — a human who rubber-stamps every AI recommendation provides oversight in name only.

Source: EU AI Act, Article 14; ISO/IEC 42001

Plain-language explanation

Human-in-the-loop (HITL) is the strongest form of human oversight, distinguished from human-on-the-loop (monitoring without approving each decision) and human-in-command (overall control without per-decision involvement). The EU AI Act's Article 14 requires effective human oversight for high-risk AI but does not always mandate HITL specifically. Effective HITL must counter automation bias — a human who rubber-stamps every AI recommendation provides oversight in name only.

Primary source: EU AI Act, Article 14; ISO/IEC 42001

Related terms

Human Oversight Meaningful Human Control Automation Bias

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