Unverified50% confidenceFactExact time
HITL (Human-In-The-Loop) is a classic design pattern in the fields of machine learning and automation, first widely applied in active learning and semi-automatic annotation systems.
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50%
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Long-term
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9/4/2026
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VerifiedThe 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.78% similarUnverifiedHITL contrasts with two other modes: Human-on-the-Loop (humans supervise only without directly intervening) and Human-out-of-the-Loop (fully automated).68% similarUnverifiedThe current agent paradigm is shifting from HITL (human-in-the-loop) to human-out-of-the-loop, where the model autonomously plans and executes tens to hundreds of steps after the user provides a high-level goal.65% similarUnverifiedHITL是一个连续的光谱而非二元开关，优秀的Agent系统应根据操作性质、置信度和上下文智能滑动64% 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.62% similar
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