Cognitive surrender
noun
The subtle handover of judgement to an AI system, usually after enough plausible answers have trained the person to stop checking properly.
Also known as judgement handover
Cognitive surrender is what happens when the decision moves out of your hands so gradually that you never notice the handover. The model gives the correct answer and the invented one in the same calm voice, and after approving a hundred adequate responses you read the next one with less resistance. Soon the tool is not assisting judgement, it is supplying it, and human approval has become a small ceremony performed at the end. This is not a calculator doing a sum; the calculator is not pretending to weigh context or make a recommendation. Surrender begins when fluency gets mistaken for authority. The defence is not permanent suspicion of the machine. It is keeping enough knowledge and attention to know what deserves suspicion.
See also Myth of verification Cognitive debt Hallucination Invisible line