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Calibrated reliance

校准依赖(calibrated reliance):指用户对 AI 系统的实际依赖行为与系统真实可靠性之间的匹配程度。HCI 信任研究中的核心构念,严格区分于用户主观态度的 trust 与系统客观属性的 trustworthiness。

English Definition

"The degree to which a user's behavioral dependence on an AI system appropriately matches the system's actual reliability and capability. A core construct in HCI trust research, formally distinguished from 'trust' (attitude) and 'trustworthiness' (system property)."

用法说明 · 针对中文母语者

中文文献常把 reliance 直译为'依赖'并与 trust 混用。在 HCI/AI 论文中三者必须分开:trust 是态度,reliance 是行为,trustworthiness 是系统属性。'Calibrated' 是关键——依赖与系统能力相匹配才是理想状态。

常见错误

  • ·把 calibrated reliance 当成'是否信任系统'(混淆 trust 和 reliance)
  • ·忽视 calibrated 这个限定词——只讲 reliance 而不讲是否与系统能力匹配

真实用例 · 2

"Trust has been measured through behavioral and self-report metrics, including reliance calibration and weight-of-advice approaches [35, 55–57]."

论文Pipeline extracted — review needed·在 2.1 节介绍 AI 信任测量方法时,与 weight-of-advice 并列作为行为层面的测量手段

"Transparency and explanations can strengthen trust but show mixed effects on calibrated reliance [7]."

论文Pipeline extracted — review needed·讨论透明性与解释机制对校准依赖的影响,指出二者并不总是一致
由 pipeline 自动采集,待人工 review