论文专业

AI-in-the-loop

一种人机协作范式：AI 模型嵌入到由人主导的决策环路中，关键判断与最终决定权由人掌握，AI 在合适环节起到辅助和扩展作用。

English Definition

"A human–AI collaboration paradigm in which the AI model operates inside a human-controlled decision loop: humans retain final authority, and AI augments specific sub-tasks at appropriate junctures."

用法说明 · 针对中文母语者

常与 human-in-the-loop（强调人介入 AI 的训练或推理）、human-on-the-loop（人在 AI 之上做监督）对照使用；在医疗、关怀、自动驾驶等高风险场景中常采用 AI-in-the-loop 以保留人的判断。

常见错误

·和 human-in-the-loop 混用
·和 human-on-the-loop 混用

真实用例 · 2 条

"Rememo: A Research-through-Design Inquiry Towards an AI-in-the-loop Therapist's Tool for Dementia Reminiscence"

论文Pipeline extracted — review needed·论文标题，标示 AI 的角色定位

"we advance an AI-in-the-loop model of therapist–AI collaboration, where human facilitators remain in control of the therapeutic process while AI supports at appropriate junctures to extend their impact."

论文Pipeline extracted — review needed·对 AI 角色进行方法学定位

由 pipeline 自动采集，待人工 review