Verified65% confidenceFactExact time
Automation bias refers to the tendency of people to progressively reduce their scrutiny and questioning of system outputs when working with automated systems over time, and was first systematically studied in the aviation field.
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65%
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Long-term
Relevance
9/1/2026
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VerifiedAutomation bias refers to the gradual degradation of critical thinking that occurs when humans are consistently placed in the role of confirming algorithmic conclusions.79% similarUnverifiedAutomation Bias was first systematically described in aviation automation research, with studies in the 1980s finding that pilots often tended to follow the autopilot system even when faced with obviously erroneous automated decisions.79% similarUnverifiedAddressing automation bias requires not only training personnel to be more skeptical, but also forcing the exposure of model limitations at the interface and process level and making vetoing and approving equal in cognitive cost.73% similarUnverifiedAutomation bias has been extensively documented in highly automated fields such as aviation and medical imaging diagnosis, where operators often choose to defer to rather than question clearly erroneous results72% similarUnverified人在高压环境下容易产生自动化偏见，倾向于无条件接受系统建议而放弃独立判断，可能使HITL模式退化为人在回路外70% similar
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