AI Detox, or when prose starts to sound like a chatbot

You read your paragraph a second time and something is off. The grammar is fine, the rhythm is fine — in fact it is all a little too fine. The sentences are smooth, balanced, faintly wise, as though any moment now they will recommend a meditation app. Congratulations: you have written something that sounds like AI.

It happens to everyone. To me too — this sentence went through three drafts to dodge every trap below. AI Detox in Akapitly is a mode that highlights exactly those moments: four patterns, each in its own color, live, while you write.

Why it happens to us at all

These patterns do not come from carelessness; they come from seduction. They sound like “good writing” — even, polished, grown-up. Language models learned them from an ocean of average prose, and average prose is catching: the more text reads the same way, the more that rhythm feels like the natural one. The trouble is that the reader senses it too — and quietly stops trusting the page.

So let us meet the four suspects. Each has its own color in Akapitly.

1. Clichés and buzzwords

When your prose starts to delve into things and your memories arrange themselves into a tapestry, the warning turns red. The list also holds testament, realm, navigate, seamless, pivotal, myriad, symphony, labyrinth and a few dozen more — ornament words that sound poetic and say nothing concrete. A “tapestry of memory” is just memories.

The cure: name the thing plainly. Not a “tapestry of memory” but which memory, and what it smelled of.

2. Negation contrast

The reflex of “not X, but Y.” It was not anger, but grief. Once, it reads well. Three times on a page and it turns into a fortune cookie. Detox looks for a word from the not / never / nothing family with but, rather, instead, merely or yet a word or two away.

The cure: say outright what the thing is. “Grief, then.” Or show it in a scene, without the formula.

3. The moralizing paragraph ending

The paragraph that tucks the reader in with a moral at the very end. It usually opens with “In the end…”, “Ultimately…”, “It was a reminder that…” or “At the end of the day…”. A summary by name; a lesson by nature.

Let me demonstrate on myself. In the end, perhaps that was what the whole story had been about. …there. That was the one. Yellow.

The cure: strike the last sentence. Leave the scene or the fact — the reader knows what to feel.

4. Triads and pairs

Symmetrical lists that lull the rhythm to sleep: the three-part “X, Y, and Z” (tired, frustrated, and lost) and two adjectives yoked with “and” before a noun (a deep and abiding grief). The set of three sounds so even it goes artificial — the rhythm of a slide deck, not of prose.

The cure: one strong word beats three weak ones. “Grief” usually does it; if not, “a grief that took her legs out” — anything but another tidy three.

A note: these are candidates, not errors (and sometimes it is funny)

The most important small print: AI Detox deliberately uses no AI model at all. That is what keeps it free, and what keeps your text on your own computer — nothing is sent to any outside intelligence. The price is that it works on patterns, not on understanding, so it can be literal.

It will flag “I really don’t know, but I’ll try” as negation contrast, though it is an ordinary sentence. Red will light on “pivotal” used in the most innocent way imaginable. And the triad rule is the least clever of the four: it sees the shape of the words, not their parts of speech, so it will happily underline Jane, Peter, and Anna and look at you reproachfully, though those are simply three people at a party.

Treat the color as “stop and look,” not as a verdict. Sometimes a triad is exactly the hammer you need — Akapitly will not argue.

Bonus: the Noise meter

Next door lives its gray cousin. The Noise meter highlights words that thin the prose and shows a noise % at the top — the lower it is, the denser the text. It catches two things: filler words (that, which, very, just, really, simply, of course) and the weak verb “to be” (is, are, was, were…), which can usually be swapped for something with more muscle.

Same caveat: candidates, not errors. “That” and “to be” are everywhere, so the hits can run to a flood — the point is awareness, not scorched earth.

How to turn it on

Dialogue and the rest of the typography are handled separately by the Format button — that is the subject of dialogue in English prose — and putting the whole thing into a file is covered in how to format a manuscript for submission.

The goal is not zero color — a page without a single highlight can simply be flavorless. The point is to choose your clichés on purpose, instead of letting them write themselves. (Two triads survived in this piece. On purpose, allegedly.)