AI Help vs. Dependency: How Students Should Think About AI
There’s a moment almost every student has been through. The assignment is open, the cursor is blinking, and nothing comes to mind. You have no ah-ha moment, and you can’t seem to start. So you turn to AI, just to get unstuck for the moment. One prompt later, you have an answer, an outline, a worked example. The feeling is so relieving.
But relief and learning aren’t the same thing. And the difference between the two is where the real question about AI starts.
The debate around AI in schools tends to get framed as a binary: use it or stay away. However, that’s the wrong way to think about AI. AI is already here, and students are already using it. The better question is this: is AI making you more capable, or quietly making you more dependent?
Leon Furze, a researcher whose PhD focuses on the implications of AI in education, puts it plainly: we need to stop treating AI as something that either helps or harms, and start asking how and when we reach for it. That’s the distinction that really matters.
What good AI use looks like
When used well, AI is genuinely such a powerful learning tool. It can explain a concept three different ways until one clicks with you. It can generate practice problems, give feedback on a rough draft, or help you notice gaps in your reasoning. In these moments, you’re still doing the work, still building your own understanding. AI is acting more like a tutor than a replacement.
The same logic applies across schoolwork. Asking AI to explain a step in a math problem you’ve already attempted is different from asking it to solve the problem for you. Asking it to give feedback on an essay you’ve drafted is different from asking it to write one. Asking it to help you understand a historical argument is different from asking it to summarize the article so you don’t have to read and actually absorb the information.
In each case, the question is the same: are you using AI to go deeper, or to skip the surface entirely?
What dependency looks like
Dependency starts small. You ask AI for ideas before trying to think of your own. Then for a thesis. Then for an intro paragraph just to get you going. Soon enough, you have an entire essay typed out on the screen, but not a single word feels like yours.
At no single point do you realize there’s a problem. But gradually, the thinking stops being your thinking.
Furze is direct about this issue in the context of writing, but it also applies to all schoolwork: the issue isn’t the technology, it’s where in the process you reach for it. If AI is your first move — before you’ve attempted the problem, before you’ve formed a thought, before you’ve sat with the confusion for even a few minutes — then it isn’t helping you think. It’s thinking instead of you.
And that matters beyond grades. The struggle of not immediately knowing something, sitting with a hard problem, forming an opinion through actual reasoning — that’s where capability gets built. Patience, judgment, and intellectual confidence: these skills develop in those uncomfortable moments when you work through them yourself. Immediately bypassing this “productive struggle”, as Furze calls it, takes away from independent thinking.
A simple test
Before you open AI for any schoolwork, ask yourself one question: Have I tried yet?
The try doesn’t have to be perfect, but it has to be there. A first draft, for instance. Attempting a problem. Listing a few ideas that might not work. Tried to state what you think before asking AI for what it thinks.
If you have tried, then bringing AI in to respond, push back, or give feedback puts you in the driver’s seat. AI is reacting to your thinking, not steering it. This version of AI use is real collaboration.
If you haven’t, then AI isn’t a tool you’re using. It’s a step you’re skipping, and consequently taking away from your learning.
The real question
The goal isn’t to avoid AI. It’s to make sure that when you’re done, the understanding is yours. That you could explain the answer. That the opinion you wrote is one you hold.
Furze’s broader point about AI in education is this: the students who will thrive aren’t the ones who reject AI, and they’re not the ones who hand everything over to it either. They’re the ones who know the difference between a tool that makes them stronger and a habit that makes them weaker.
AI can help you learn. But it should never do the learning for you.
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