Unverified50% confidenceFactExact time
Academia refers to the pattern in which humans retain final veto power but do not drive every step of decision-making as Human-on-the-Loop, as opposed to the traditional Human-in-the-Loop.
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50%
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Long-term
Relevance
9/11/2026
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Related Claims
UnverifiedHuman-in-the-Loop is typically divided into three levels: Human-in-the-Loop, Human-on-the-Loop, and Human-out-of-the-Loop67% similarUnverifiedHuman-on-the-Loop allows humans to asynchronously review agent behavior in the role of supervisor rather than direct participant, and is suitable for scenarios with higher latency tolerance.64% similarUnverified在内容审核领域，人机协同（Human-in-the-Loop，HITL）已成为行业标准范式61% similarUnverifiedRequiring human confirmation (Human-in-the-Loop) before agents execute critical or irreversible operations is the current industry's practical choice for balancing efficiency and safety.60% similarUnverifiedHuman decision-making authority should be retained at the final merge step of a multi-agent system, requiring a human to review and confirm before changes are committed to the production environment.60% similar
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