Sometime in the last two years, readers developed a new sense. They can't always name it, but they feel it: the faint, fluorescent hum of text no human quite wrote. The over-balanced sentences. The “delve.” The conclusion that restates the introduction with the enthusiasm of a hostage. Audiences now scroll past this the way they scroll past stock photos — and if your brand sounds like that, you're paying for content that actively teaches people to ignore you.
- AI defaults to the statistical average of all content — grammatically perfect and without a point of view.
- Escaping “AI slop” means supplying the stance, specifics and voice the model can't.
- Draft with AI, argue with it, read aloud, and verify every fact — your name is on it, not the model's.
The answer is not to abandon AI. Used well, it's the best drafting partner writers have ever had. The answer is to understand exactly where the robotic flavour comes from — and to run a process that strips it out.
Why AI defaults to beige
A language model is trained to predict the most probable next word across everything ever written. Most probable, by definition, means most average. Left unguided, it produces the statistical centre of all content on your topic — grammatically flawless, structurally tidy, and utterly without a point of view. The blandness isn't a bug. It's the default. Which means escaping it is your job, not the model's.
Four tells, four fixes. All of them are additions only you can make.
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The workflow that keeps you human
- You supply the point. Before generating anything, write one sentence the piece exists to argue. If you can't, no model can save the piece — there's no piece.
- Feed it your raw material. Your data, your customer conversations, your mistakes, your examples. AI is superb at structuring material and hopeless at having lived it.
- Generate, then argue with it. Treat the draft as a sparring partner: cut its hedges, delete its filler openers, replace its generic examples with real ones.
- Read it aloud. The fastest slop detector ever invented. Anywhere you wouldn't say it to a colleague, rewrite it.
- Verify every fact. Fluency is not accuracy. The model will invent statistics with the same confident cadence it uses for true ones — and your name is on the post, not its.
AI should compress the writing, never the thinking. The moment it's doing both, the reader can tell.
The career angle nobody mentions
Here's the twist: as generic content floods every feed, distinctly human writing is rising in value, not falling. A genuine point of view is becoming the scarcest asset in marketing. The marketers who thrive won't be the ones who hide their AI use or the ones who surrender to it — they'll be the ones who use it to produce more of something only they could have made. Voice, judgement and taste just became promotable skills.
The one-line takeaway: AI writes the average of everything; your job is to supply what average can't — a stance, specifics and a voice. Draft with the machine, argue with it, verify it, and never let it think for you.
Used this way, the tools genuinely are a superpower: you'll write more, faster, and better than you did alone. Used lazily, they'll make you indistinguishable from every competitor with the same subscription. The difference is a process — and a process is learnable.
A quick self-edit pass that catches most of it
When you are short on time, run this four-minute pass over anything AI helped produce. Cut the first paragraph. Nine times out of ten the real opening is the second one; models warm up in a way humans do not need to read.
Find every sentence that could appear in a competitor's post and either delete it or add the specific detail that makes it yours. Hunt the hedges — “can be,” “may help,” “often considered” — and either commit to the claim or cut it; hedged writing signals nobody stood behind the sentence.
Finally, read the last line aloud. If it merely restates the introduction, replace it with the thing you actually want the reader to do or believe. Endings are where AI drafts are weakest and where readers decide whether you were worth their time.
Teach the machine your voice
The workflow above strips out slop after the fact. You can also move the starting point closer to you. Paste three or four paragraphs you’re genuinely proud of and ask the model to describe your voice back to you — the sentence lengths, the dry jokes, the things you never say. Then keep that description. It becomes a reusable brief you drop into every session, so the first draft already leans your way instead of drifting to the beige statistical centre of everyone else’s.
Even more useful is a banned-words list. Every team has tells that glaze a reader’s eyes — “delve,” “leverage,” “in today’s landscape,” “unlock,” “seamless.” Write yours down and paste them in with one blunt instruction: never these. Then give the model something to imitate, not just avoid — a single real paragraph of yours as the target. Showing it a sample beats describing one; models copy texture far better than they follow adjectives like “punchy” or “warm.”
One caution, though. A voice brief nudges the average toward you — it does not replace the argue-and-verify pass. If your whole team pastes the same brief you’ll sound consistent, which is worth something, but consistency still isn’t a point of view. The brief handles texture; you alone supply the stance and the specifics. Treat it as a better starting line, never a finish line, and everything earlier in this piece still has to happen.