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Why is healthcare so much slower than IT?

Rufat MAMMADLI

9 min read·<br>Just now

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There’s a question that has bugged me for a long time. Why does software eat the world in a decade, while healthcare, the field that literally keeps us alive, so often feels stuck?<br>The contrast is hard to ignore. In a few decades, information technology rewired daily life. AI went from science fiction to something sitting in your pocket. Computers write software, translate languages, recognize faces, drive cars, and help chemists stumble onto new materials. The internet connected billions of people. One person with a laptop can build a product used by millions. Whole industries get replaced on a rolling basis: something launches, flops, mutates, and gets outdone by something better, sometimes within a single quarter.<br>Meanwhile, a long list of health problems feels almost identical to what it was a generation ago. Hair loss. Cancer. High blood pressure. Obesity. Excessive sweating. Chronic pain. Autoimmune disease. Neurodegeneration. Conditions that touch millions of lives and still don’t have anything you’d call a clean answer.<br>I want to be fair here, because medicine has done extraordinary things. Vaccines, antibiotics, modern surgery, imaging, transplants, and emergency care. These have saved a staggering number of lives, and none of it is small. But the question still sits there: why do some problems that have been around for decades or centuries still have no definitive fix? And a slightly more uncomfortable version of the same question: is the slowness only about scientific difficulty, or is the structure of the industry itself part of the drag?<br>Software and medicine play by different rules<br>Picture a developer with a new idea for building a web app. They can prototype it, test it, ship it, and watch users react. Users might hate it. The product might die. The developer might realize the whole premise was wrong. What they generally don’t do is lose their license to work because their architecture was unconventional.<br>That’s the culture IT built. Experimentation is normal. A programmer can say, “I think there’s a better way to do this,” try it, and either learn from the failure or ship something that matters.<br>Healthcare doesn’t work that way, and for good reason. A doctor who wants to try an unconventional treatment can’t just run the experiment on patients the way a developer runs it on code. Lives are on the line, so the caution is understandable. But there might be a hidden cost. When a system gets so good at protecting patients from dangerous experiments that it also makes ordinary experimentation nearly impossible, something is lost. What happens when an institution becomes so afraid of mistakes that it becomes afraid of breakthroughs, too?<br>When certification quietly turns into a ceiling<br>Medical certification exists for obvious reasons. Patients need protection from people who don’t know what they’re doing. Treatments should be tested, evidence should matter, and nobody should get to freelance on human beings.<br>But certification can produce a side effect nobody intended. Over years of training, a professional can be shaped to operate the accepted system rather than to question it. The point isn’t “let doctors do whatever they want.” Of course not. The sharper question is whether there should be a protected space where qualified people can chase unconventional ideas without automatically putting their entire career at risk.<br>Right now, a doctor who says something that cuts against established thinking can face real professional pressure. If they turn out to be wrong, they get criticized, which is fair enough. But what about the times they turn out to be right? A lot of scientific progress started with exactly this move, someone doubting the consensus. The trouble in medicine is that the price of being unconventional may be steeper than in almost any other field.<br>Where’s the medical version of a startup incubator?<br>Tech has incubators, accelerators, open-source communities, hackathons, beta channels, and a whole ecosystem built around trying things. A developer can build in a garage. A small team can take a real swing at a company worth billions.<br>Healthcare has research labs, obviously. But the road from a strange idea to something that reaches a patient tends to be long, expensive, and brutal. So maybe healthcare needs a genuinely new category.<br>Imagine a legally recognized space where licensed doctors, scientists, engineers, and researchers could investigate unconventional approaches under strict but flexible rules. Not a free-for-all. Not a place where patients become test subjects without...