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 do not notice the handover.
The model gives the correct answer and the invented one in the same calm voice. After approving a hundred adequate responses, the person at the desk reads the next one with less resistance. Soon the tool is not assisting judgement. It is supplying it, and the human approval step has become a small ceremony performed at the end.
This is not the same as using a calculator for a sum. The calculator is not pretending to weigh context or make a recommendation. Cognitive surrender begins when fluency is mistaken for authority. The defence is not permanent suspicion of the machine. It is keeping enough knowledge and attention to know what deserves suspicion.
Where it comes up in the sources
Works in the library that use this word. Matched on the word itself, so it is a starting point rather than a reading list.