Term Kind Topic What it is
Automation Bias Deference to Automation, Rubber-Stamp Oversight concept Human-in-the-Loop Design The well-documented tendency for people to defer to a system's output rather than assess it independently - which is why nominal human oversight provides no protection.
Human in the Loop Design pattern Human-in-the-Loop Design Placing human judgement at the points where automation should not decide alone — with attention to whether the human can actually exercise judgement.
Reviewer Throughput Ceiling Oversight Capacity Limit, Review Time Budget metric Human-in-the-Loop Design The number of items a human reviewer can genuinely assess per hour, which bounds what any human-in-the-loop control can actually deliver regardless of what the design document claims.