Haldun Akoglu

Here’s the uncomfortable truth. Debate only works when both sides share the same rules. If someone is not trained in epidemiology, statistics, trial design, pharmacology, or immunology — and yet insists they can “tear apart” a paper — what they are usually tearing apart is their own misunderstanding of it. Reading a paper is not the same as understanding it. To interpret clinical research you need to know: What constitutes appropriate controls What statistical power means Absolute vs relative risk Confounding vs causation Bias, multiplicity, subgroup fragility Background incidence rates Biological plausibility vs demonstrated effect Without that framework, what happens is predictable: They cherry-pick a sentence. They confuse hypothesis with conclusion. They elevate a limitation section into a refutation. They mistake correlation for proof. They declare victory. Logic is useful. But logic applied to incomplete or misunderstood premises produces very confident nonsense. “I’ve done my research” in these exchanges usually means: I’ve read abstracts. I’ve watched commentary about the paper. I’ve searched for flaws without understanding the design constraints. Medicine is not settled by rhetorical sparring on social media. It is settled by convergence of evidence across multiple methods, populations, and replications. And here’s the deeper issue: When someone demands, “Post a paper so I can dismantle it,” what they are really asking for is a performance arena. They are not participating in scientific inquiry. They are engaging in adversarial debate with asymmetrical incentives — you must defend every line; they need only sow doubt. That is not how science progresses. Science progresses by: Publishing data. Independent replication. Methodologic critique by peers trained in the field. Systematic review and meta-analysis. Not by quote-tweet cross-examination. There is a difference between healthy skepticism and recreational contrarianism. The former advances knowledge. The latter performs doubt. And performing doubt is much easier than doing the work.