There is a version of the AI anxiety that goes like this: the machine has all the answers to the questions, so people stop asking them. Why wonder when you can just know? Why sit with a problem when resolution is a prompt away? The concern is not unreasonable. But it has the causality slightly wrong.
A language model is not a search engine. You do not type a keyword and receive a ranked list of existing answers. You have to construct a question — a real one, with shape and intention behind it — and the quality of what comes back is almost entirely determined by the quality of what went in. Vague curiosity produces vague output. The person who spends forty minutes refining a prompt because the answer keeps arriving almost right is not surrendering their thinking. They are doing something that looks, from the inside, very much like obsession.
This does not resolve the worry. It complicates it.
Because the other version is also true. There are people using these LLM tools as answer machines — accepting the first response, moving on, never pushing, never noticing that the surface was never broken. For them, the tool is a way of not thinking dressed up as a way of thinking. That is a real phenomenon. It was probably a real phenomenon before AI arrived, expressed through other means. The internet did not create intellectual passivity. It gave it a faster interface.
The more interesting question is not what AI does to curiosity in the abstract. It is what you bring to the tool before you open it. A person who is genuinely curious about something will use any available instrument to go further into it. A person who is not, will use any available instrument to avoid the discomfort of not knowing. The tool does not determine which of those people you are. It amplifies what is already there.
Which means the anxiety, if it is honest, is not really about AI. It is about whether curiosity was present to begin with — in education, in culture, in the conditions that shaped how people relate to not knowing something. AI will not produce intellectual passivity. It inherited it.
Whether it also makes it worse is the part nobody has settled yet.