the cult of the shortcut: How the Ed-Tech Boom Is Quietly Failing Our Students

Published on: September 5, 2026

There is a quiet crisis unfolding in the way we teach, and it is hiding in plain sight behind millions of followers, glossy thumbnails, and the promise of a whole chapter “finished” in a single hour. Ed-tech was supposed to democratize learning. In many ways it has widened access, and that is worth celebrating. But somewhere in the race to grow, a more troubling substitution took place. We stopped teaching students how to think, and started teaching them how to guess.

Ask what the job of a good teacher is, and the answer should circle around a single idea: understanding. How do you read a question? How do you recognize what it is really asking beneath the words? How do you break a difficult problem into pieces you can actually solve? How do you decide which tool to reach for when three different methods all look plausible? These are not glamorous skills. They cannot be captured in a fifteen-second reel. But they are the entire point of an education. They are what separate a student who can solve a problem they have never seen before from one who can only repeat problems they have already memorized.

The temptation to take shortcuts, of course, is hardly new. Students have always had guidebooks, coaching centers, memorized answers and examination predictions. What has changed is the scale and speed with which technology can package and distribute them. Ed-tech did not invent the shortcut. It industrialized it.

What is increasingly being squeezed out is the kind of teaching that makes students work through a problem. In its place we have a strange new pedagogy: write the formula, plug in the numbers, produce the answer, move on. It is teaching as transcription. The teacher recites, the student copies, and everyone leaves the class feeling productive. Nobody notices that no thinking has occurred. The formula was hardly explained. The intuition behind it was never built. The moment a question is phrased slightly differently, or demands that two concepts be combined, the whole structure collapses, because it was never a structure at all, only a stack of memorized outputs.

Nowhere is this clearer than in the peculiar arms race that has taken over exam preparation, which is the culture of the “star.” Walk through any of the popular question banks and guides today and you will find questions marked with stars, supposedly signaling which ones are most likely to appear on the exam. This began, perhaps, as a genuine attempt to help students prioritize. But it has metastasised into something absurd. Providers now compete over who can star the most questions, until entire boards and pages are drowning in stars. When almost everything is marked important, nothing is. The star has stopped being a signal and become a marketing gimmick, a way of telling anxious students, trust us, we know what’s coming, while quietly admitting that the real skill being sold is not comprehension but prediction.

And prediction sells, because it speaks directly to fear. Students are terrified of exams, and rightly so, given how much rides on them. So the market has learned to sell relief instead of learning. “Guaranteed to appear.” “One hundred percent common.” “The whole chapter in one hour.” These slogans are everywhere, and they are seductive precisely because they promise to remove the hardest and most necessary part of education, which is the struggle. Real understanding is slow. It is uncomfortable. It involves getting things wrong repeatedly until something clicks. No slogan can shortcut that, and any product that claims to is not selling education. It is selling the illusion of it.

The deeper worry is what this is doing to the appetite of learners themselves. The taste for learning has changed. Students no longer arrive asking whether a resource will help them understand the fundamentals or improve their problem-solving. They arrive asking a single question: does it have the shortcuts? Does it have the tricks? When someone sells honest notes built to develop the basics, the first question is not “will this deepen my understanding.” It is “is there a trick in here that guarantees marks.” That is a heartbreaking inversion. It means we have trained an entire generation to believe that the purpose of studying is not to learn a subject but to defeat an exam. The two were never supposed to be enemies.

This appetite, in turn, rewards a particular kind of educator. Popularity can become completely decoupled from competence. A person who delivers a snappy “trick” for solving one narrow category of problem can be crowned the “boss” of an entire subject, while the patient teacher who insists on building understanding from the ground up struggles to be heard over the noise. The algorithm does not necessarily reward depth. It rewards confidence, speed and the appearance of ease: three qualities that can make teaching highly visible without necessarily making it effective.

None of this is an argument against ed-tech itself. Technology is not the villain here. The best digital classrooms have reached students in remote districts who would never have accessed a good teacher otherwise. The problem is not the medium. It is the incentive. When success is measured only in enrolments, followers, and revenue, when the visible ambition of the industry becomes who can buy the flashier car, then teaching quality becomes an afterthought, a cost to be minimized rather than the entire product. Hundreds of ed-tech platforms now exist. Genuinely good content remains scarce. Most of what fills the space is cheap, thin, and built to be consumed rather than to educate.

There is a personal cost to this that rarely gets discussed. Talented, thoughtful educators, the very people the sector most needs, are being pushed away by it. The consequence is not only what students consume. It also affects what educators produce. When platforms reward watch time, follower counts, viral clips and enrolments, educators are given strong incentives to package knowledge into increasingly compressed, entertaining and easily consumable units. The teacher who spends an hour developing a nuanced explanation may lose the attention battle to someone who promises the same lesson in sixty seconds.

Generative AI has simply taken this culture of shortcuts to its logical extreme. A student who once searched for a model answer can now ask a chatbot to produce one. A student who once watched a solution video can now receive a personalised explanation in seconds. The technology is new; the temptation is not. What has changed is the speed and sophistication with which we can bypass the difficult parts of learning.But this raises a difficult question for EdTech: which difficulties should technology remove, and which should it preserve? Not every form of friction is a problem. Sometimes the struggle to formulate an answer, make a mistake, revise an argument or solve a problem without assistance is precisely where learning happens.

The question, then, is not whether EdTech should make learning easier. It should. The question is whether it is making learning easier or simply making it easier to avoid learning. So what would it look like to correct course? It would start by measuring the right things. Not enrolment numbers, but whether students can solve unfamiliar problems. Not how many questions were starred, but whether learners understood why an answer was correct. It would mean rewarding educators who teach process over product, who show their working, who dwell on the hard parts, who treat a wrong answer as a teaching opportunity rather than an embarrassment to skip past. It would mean parents and students learning to ask better questions of the platforms they pay. Not “does this have shortcuts,” but “will this help me actually understand.”

Most of all, it requires honesty from those of us who work in and around education. We should stop pretending that a chapter can be responsibly taught in an hour, that a hundred practice questions guarantee a hundred exam marks, or that a star next to a problem is a substitute for knowing how to solve it. These are comforting lies, and comforting lies are the most expensive kind. The bill, eventually, is paid by students who walk into a room full of unfamiliar questions armed with nothing but memorized tricks, and discover, too late, that nobody ever taught them how to think.