Unverified50% confidenceSolutionExact time
NIBVOK's confirm state explicitly transfers decision-making authority to a human operator within the action window, drawing on the Human-in-the-Loop (HITL) design pattern.
1
Sources
50%
Confidence
Long-term
Relevance
10/12/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe 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.69% similarUnverifiedIn Agent orchestration, HITL is typically implemented through 'breakpoints': the workflow suspends at a designated node, returns control to a human operator, and resumes execution after confirmation.66% similarUnverifiedWhen a system overrides a preference again after the user has explicitly and manually selected it, this constitutes an intent violation in interaction design, sliding from nudging into coercion.66% similarUnverified这类系统多采用人在回路或人在回路之上的设计，由人类操作员做出攻击决策并选定目标，AI仅负责末段追踪与撞击66% similarUnverifiedSolutions for agent scenarios include mandatory logging of inputs and outputs for every tool call, setting permission sandboxes for agents, and circuit-breaker mechanisms that trigger human approval at critical decision nodes.64% similar
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