I'm a first-year computer science student learning Python and JavaScript, with plans to study C and C++ later. I've been using AI to explain concepts, walk me through existing code, suggest directions when I'm stuck, and brainstorm possible solutions. I usually try not to ask it to write the code outright, but I've noticed that I'm relying on it more and more. Instead of struggling through problems myself, I'm often letting it do the thinking for me, and I'm worried that this is slowing my growth. For experienced programmers, where does AI genuinely help with learning, and when does it become harmful?
4 Answers
The problem isn’t AI itself; it’s what task you hand over to it. Explaining a concept or helping you understand documentation can save time. Having it brainstorm the solution or generate homework-level code removes the struggle that builds problem-solving ability. A good test is whether you could rebuild the program and explain its design from scratch. If not, you’re using the tool too early or too heavily.
The key question is whether you still understand and can explain everything it produces. AI is especially risky for beginners because you often don’t yet know enough to recognize incorrect advice, poor design, or subtle bugs. Official documentation, books, and working through examples yourself are slower, but they teach you how to read technical material and make decisions independently.
There’s a useful middle ground: write your own attempt first, then use AI only for explanation, questions, or code review. Tell it not to provide a solution and ask for one hint at a time. If it does show code, type it out manually, question every line, and then recreate the solution later without looking. Treat it like a reference tool you don’t fully trust, not an author or decision-maker.
Using AI as an occasional teacher or teaching assistant can be useful. Ask it to explain an error, clarify documentation, or give you a small hint after you’ve genuinely tried to solve the problem. But if you ask for help every time you feel stuck, you skip the most important part of learning programming: developing the ability to reason your way through unfamiliar problems. Your instinct that it may be hurting your progress is probably correct.
That’s exactly what worries me. It feels like having a teaching assistant who immediately gives away the answer, so I’m going to take a break from AI and see how I do without it.
That makes sense. I can usually spot bad answers in subjects I already know, but I don’t have enough programming experience to tell when the AI is confidently wrong.