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Intelligent reasoning cues

智能推理线索:嵌入 AI 界面中的离散信息单元,每一条都可独立影响决策者的推理过程,突破了传统“接受/拒绝”自动化建议的二元范式,强调 AI 信息如何渐进式地推动用户思考直至做出决策。

English Definition

"Discrete pieces of AI-derived information embedded in an interface that can individually influence a human decision-maker's reasoning process, going beyond the conventional accept/reject paradigm of automated recommendations."

用法说明 · 针对中文母语者

本文提出的核心框架术语。强调 AI 信息不是整体性建议,而是可被独立使用的多个线索;中文常译为“智能推理线索”。cues 为复数形式,单条线索称 a reasoning cue。

常见错误

  • ·不要简化为 'AI suggestions'(AI 建议),会丢失 cues 的颗粒度含义
  • ·不要和 'second opinion'(第二意见)混用——后者是单一判断,前者是多线索集合

真实用例 · 4

"Our work addresses this knowledge gap by developing a framework for human-AI decision-making centered around intelligent reasoning cues: discrete pieces of AI-derived information that can exert influence during the process of making a decision."

论文Pipeline extracted — review needed·首次提出该框架时的核心定义

"users of intelligent reasoning cues find value in a reasoning cue if it progresses their thinking towards a decision"

论文Pipeline extracted — review needed·解释用户从单个线索中获取价值的判断标准

"We first designed and developed eight intelligent reasoning cues – such as unusual features about a case, insights into peer actions, or plan recommendations"

论文Pipeline extracted — review needed·案例研究中具体设计的八种线索及其示例

"how a wider range of reasoning cues beyond recommendations might lead to different influences on ICU clinicians' decisions and perceptions of AI support"

论文Pipeline extracted — review needed·研究动机——超越纯推荐的多线索设计
由 pipeline 自动采集,待人工 review