There’s a quiet revolution happening in classrooms and study rooms around the world. It doesn’t announce itself with fanfare, but it’s changing education faster than any textbook revision or curriculum reform in recent memory. Artificial intelligence has entered the learning space — and it’s not leaving anytime soon.
At its most promising, AI in education is genuinely exciting. Tools like Khan Academy’s Khanmigo, powered by large language models, can act as patient, always-available tutors that guide students through mathematics, science, and coding without judgment or frustration. A student who is too shy to raise their hand in class can ask the AI to explain a concept five different ways until it finally clicks. A learner in a remote village with no access to qualified teachers can receive personalised instruction that rivals what students in well-resourced urban schools receive.
Personalised learning is perhaps AI’s greatest gift to education. Traditional classrooms teach to the average — moving on when the majority of students seem to understand, leaving some behind and boring others who already mastered the concept. AI-driven platforms can assess each learner’s strengths and gaps in real time and adjust the curriculum accordingly. A student who struggles with fractions gets more practice there. A student who breezes through algebra gets immediately advanced to more challenging material. This level of individualisation was simply impossible at scale before AI.
In tech education specifically, AI tools are invaluable. Platforms like GitHub Copilot (used as a learning aid), ChatGPT, and Google’s Gemini can explain code, suggest improvements, and help debugging. For a self-taught developer trying to transition careers, having an AI co-pilot that answers questions instantly and doesn’t get impatient is transformative. What previously took hours of forum-searching and documentation-reading can now take minutes.
But here’s where the conversation gets complicated. There’s a growing concern among educators that AI assistance is bleeding into AI dependency. When a student can ask ChatGPT to explain a concept, write a summary, or even complete an assignment, the temptation to bypass the struggle — the very struggle that builds real understanding — is enormous. And without that struggle, the learning doesn’t stick.
Cognitive science tells us that desirable difficulty — the productive friction of wrestling with a problem — is one of the most powerful drivers of deep learning. When we retrieve information from memory, when we make mistakes and correct them, when we connect new ideas to old ones through effortful thinking, we build lasting knowledge. If AI short-circuits this process by simply giving students the answer, it may be robbing them of the very experience that transforms information into understanding.
There is also the matter of critical thinking. AI systems, however sophisticated, can be confidently wrong. They hallucinate facts, reproduce biases present in their training data, and sometimes offer plausible-sounding but incorrect explanations. Students who rely on AI without developing the ability to question and verify its outputs are being set up for failure in a world that requires discernment and judgement.
The answer, most educators agree, lies not in banning AI from the classroom but in teaching students to use it wisely. AI should be a scaffold, not a crutch. It should be the tool that helps a learner go further, not the substitute that does the learning for them. Assignments should be designed to require genuine thinking — asking students to analyse, apply, and create rather than simply retrieve and reproduce. Educators should teach AI literacy alongside subject literacy, helping learners understand what AI can and cannot do.
The future of tech education will be shaped by how well we navigate this balance. Used thoughtfully, AI is one of the most powerful learning tools ever created. Used carelessly, it risks producing a generation of learners who know how to prompt a machine but not how to think for themselves. The choice — and the responsibility — belongs to all of us.