Automation bias is overreliance on automated recommendations, often accompanied by reduced independent checking. It emerges from trust, workload, incentives, interface design, skill loss, and weak feedback—not only individual psychology.
A human approval step is effective only when reviewers have time, evidence, authority, and feedback. See Automation Bias as a Systems Problem.