Unverified50% confidenceFactExact time
'Human-on-the-loop' refers to humans merely monitoring from the sidelines, able to intervene at any time but not required to confirm every action
1
Sources
50%
Confidence
Long-term
Relevance
10/4/2026
First Seen
Sources
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Related Claims
UnverifiedHuman-in-the-loop has more granular subcategories: human-in-the-loop (participating in every decision step), human-on-the-loop (supervising but not participating in every step), and human-out-of-the-loop (not participating in real-time decisions at all).79% similarUnverifiedHuman-in-the-loop oversight is typically divided into three forms: pre-decision approval (Human-in-the-loop), in-process monitoring (Human-on-the-loop), and post-hoc review (Human-in-command), with decreasing levels of oversight intensity in that order.73% similarUnverifiedHuman-in-the-loop does not mean manual review of every step; rather, it maintains full automation for low-risk operations through rules such as confidence thresholds, amount caps, and operation-type whitelists.71% similarVerifiedAdopting a human-in-the-loop collaborative mode to introduce human checkpoints can avoid the "hallucination cascade" of error accumulation in purely automated generation, forming an iterative loop of generate–review–correct–continue.66% similarUnverifiedMilitary automation can be classified into three levels according to the degree of human supervision: Human-in-the-loop, Human-on-the-loop, and Human-out-of-the-loop.66% similar
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