No machine smell: everything we ship reads like a person wrote it.
Most machine writing announces itself within a sentence, and readers have learnt the tells faster than the tools have learnt to drop them. Every channel is filling with that copy, which makes sounding like a person the scarce thing. We built a toolkit for it before the rush. The method is plain: machines draft, the register is tuned against a research corpus of how AI text gives itself away, and a person signs it off. Not to hide anything, this site says on its own colophon that it is AI-built and human-judged. Simply because writing that reads human works better, in text and in video.
This is an editing pass with rules behind it, not a magic button. Three steps, every time, on every piece.
- A machine writes the first draft. That part is cheap and fast now, and we don't pretend otherwise. The draft is raw material, not the product, and it never ships in that state.
- The draft goes through the naturalness pass. Behind it sits a research corpus built by 14 parallel research agents: 462 raw findings on how AI text gives itself away, 60 adversarial source verifications, a 116-entry master blacklist of machine-tell phrases, 278 structural rules, 335 hard statistics, and 85 industry-specific rules. Blacklist hits come out, the structure gets the variation a human editor would give it, and the register is tuned until it reads like a person wrote it, in plain British English or native Polish, whichever the job calls for.
- A person reads it and signs it off. Nothing ships on a score alone. For video, the same discipline runs as roughly 21 quality gates inside the clip engine, voice register and caption rules included, so the delivery stays deadpan and unhyped before anything renders.
The four ways machine copy gives itself away.
The stock phrases machine text leans on, the ones readers now clock on sight. The pass checks every draft against a 116-entry master blacklist and each hit gets rewritten in plain words, not swapped for the next cliché along.
Machine text has a shape: uniform sentence lengths, the rule of three in every paragraph, a tidy summary nobody asked for. 278 structural rules catch the patterns, and the fix is the kind of variation a decent human editor would make anyway.
Copy that slides American, or corporate, or oddly formal halfway through a paragraph. The rules are grounded in UK style guides, from GOV.UK and the Plain English Campaign to the Economist and the FT, the Guardian and the Times, so the register holds steady. Polish gets the same treatment in both directions: English interference caught in Polish, and the reverse.
Transform, unlock, revolutionise, and their relatives. Machine drafts reach for these because the training data did. They come out, every time, in text and in the clip engine's voice gates, and what's left has to make its case in ordinary words.
You can't buy it on its own, because everything we ship already has it.
There's no figure here because this isn't a separate product. The naturalness pass runs on everything cooltake writes, builds, and produces: pages, emails, outreach, scripts, clips. It comes bundled inside all three tiers, AI guidance at £950, AI implementation at £2400, and the done-for-you build at quote. You can't pay extra for it and you can't ask us to skip it, because it's how we work rather than something we sell. Engage cooltake at any tier and your content goes through the pass as a matter of course.
Nothing ships under our name, or yours, without a person having read it and signed it off.
A pass like this invites one obvious suspicion: that it exists to disguise AI writing. It doesn't, and the structure shows it.
- This site says on its own colophon that it is AI-built and human-judged. If the goal were hiding machine involvement, that would be a strange place to start.
- The pass is aimed at readers, not detectors. Detector-beating is an arms race with no product at the end; plain, human-sounding copy is worth having whether or not anyone ever runs a checker over it.
- A person signs off every piece before it ships. The machine drafts and the rules tune, but publication is a human decision with a name behind it.
- The rules come from published, checkable sources: UK style guides, peer-reviewed linguistics, AI-detection literature read to understand the tells rather than dodge them, and UK workplace surveys with real sample sizes. Nothing in the corpus is a trick.
Everything with our name on it went through the pass first. This site, every page of it, was machine-drafted and register-tuned before a person signed it off; the colophon says so. Our outreach runs through a spam-distance scorer calibrated on a real inbox, 140 machine-labelled spam emails against 66 genuine human ones, so a cold email has to read closer to the human pile before it goes anywhere. And the clips come out of a deterministic engine with roughly 21 quality gates, voice register and caption rules included, that holds every video to the same deadpan, unhyped delivery before it ships. We are our own first client, which is why the pass exists at all.
Everything in your engagement arrives already through the pass, whichever tier. In practice that means no stock machine phrases or hype vocabulary, no structural tells, a register that stays plain British English (or native Polish, if the job calls for it), and a human sign-off on everything before it reaches you. You get finished content that reads like a person wrote it, because by the final step, one did the judging.
The pass adds hours, not weeks. It runs inside the normal delivery time of whichever tier you're on, so the turnarounds quoted on those pages already include it. There is no fast lane that skips it.
The sample is the site you're reading.
If you want to know what the pass produces, you're already reading it: every page here went through it. If your own copy, outreach, or clips have started to read like everyone else's, email hi@cooltake.ai with a line on what you're producing and where it's landing flat, and a couple of windows that suit for a call. We'll talk through which tier fits. The pass comes with all of them.