Welcome back, content engineers.

Today’s newsletter:

  • Deep Dive: 15 ways to "humanize" your AI-assisted writing

  • News: ChatGPT 5 flops, AI skepticism roars, content engineers become “your most strategic growth hire.”

~ 6 min read ~

DEEP DIVE

Is Bad Writing the New Good Writing?

I struggled to write this piece. Not because I lacked time or material or motivation, but because the writing tools at my disposal are now too good.

With GPT-5 and Opus 4.1 in the wild, every polished sentence risks sounding machine-made. Even a simple metaphor, when it lands too neatly, feels like a tell.

To address this, I’ve adjusted how I write. I’m now stricter with the fundamentals but messier with the finish (by which I mean I sabotage my own work in small, deliberate ways.)

When I mention this to people, they usually lean in. Which tells me 1.) I'm not alone in grappling with this strange new reality, and 2.) this topic deserves a newsletter.

Shall we 👇

We've crossed a bizarre threshold. AI prose has gone from “impressive for a computer” to better than most humans on their best day.

Crisp syntax, rich vocabulary, frictionless flow. This has become standard fare for the latest models.

The only weakness left is structural, what I’m calling the Connective Tissue Problem. AI can generate sentences that shine individually but often fail to connect into a unified whole.

Read any AI-generated essay and the cracks appear quickly: claims pile up without pause, transitions are scarce, and by the halfway mark the logic has unraveled.

That gap explains why a decent op-ed or research paper still requires hours upon hours of human effort. If we all had a “PhD in our pocket,” as Altman claims, wouldn’t we be seeing PhD-level papers everywhere?

Still, that structural gap isn’t what most readers feel day to day. Most encounters with AI writing come in short bursts – LinkedIn posts, newsletters, marketing copy – where connective tissue matters less and surface polish stands out more.

So forget the fear of “AI slop.” The likelier future is an internet saturated with relentlessly smooth, technically solid writing. Not always original or insightful (though there will be more of that too), but tidy, frictionless prose that often reads like today’s ChatGPT outputs.

Texture as signal

When anyone with a ChatGPT account can produce near New Yorker-level smoothness, texture stands out. That’s why we’re seeing more and more people write poorly on purpose.

The lowercase rant on X:

The imperfect hook on LinkedIn:

The shot-from-the-hip newsletter edition:

Source: Ben’s Bites

The overly anecdotal SEO blog with the tragically flattened title:

Source: HubSpot

These aren’t accidents. Rough edges carry a new kind of signal – proof that a human hand was actually in the mix.

How I Humanize My AI-Assisted Writing

I suspect this fad will pass. But for now, I’ve built a set of rules to help “humanize” my AI-assisted drafts.

Ironically, a lot of these involve doubling down on classic editorial principles, the kind you’ll find in books like this, this, and this. A handful, however, are deliberate hacks I use to break AI’s sheen.

Here they are (in an intentionally unkempt list) 👇

  • Follow a deliberate editorial process

    • Have a thesis

    • Control the inputs you feed AI: handwrite a content brief and outline.

    • Line-edit the outputs.

      • These basics remain the most impactful thing you can do. AI can't replicate the value of spending real time with a piece – living with it, editing it, refining it. Particularly when it comes to getting the thesis and structure right from the start.

  • Write in the first-person

  • Write in full sentences

  • Avoid words you would never actually say or write otherwise

  • Apply BLUF: put the takeaway in the first line of a new section.

  • Apply MECE: organize ideas into non-overlapping parts that, combined, address everything that matters.

  • Share what you’re working on, tinkering with, or have recently discovered

  • Add one concrete, lived detail only you could know.

  • Give credit: link sources, name tools, and acknowledge limitations.

  • Avoid long-winded metaphors or similes.

  • Avoid jokes

  • Ban clichés

  • Use colons sparingly

  • Use parentheses generously

  • Avoid AI-style bullet formatting — bold label + semicolon + sentence

  • Use subtle spacing tricks: an en dash (–) with spaces on both sides instead of an em dash — or, for a wink, the Am Dash.

  • Include unpolished screenshots and other ‘raw’ media

Introducing BadWriterGPT

Mike and I agreed: the only honest way to honour the “bad writing” trend was to take it to its logical extreme. Which is why we’re so proud to announce BadWriterGPT, an AI that doesn’t polish your prose, it kinda ruins it.

For too long, AI has threatened to make writing unacceptably good and distressingly easy to read. BadWriterGPT boldly solves this problem by… lowering the bar, adding just enough flaws to ensure your copy sounds like it came from a fallible human.

Key features include:

  • Subject–verb disagreements that show up fashionably late

  • Commas in, places that almost make sense

  • Metaphors tilted slightly off their axis

  • Mid-sentence tense shifts that imply mild distraction

  • And other handcrafted blemishes

The results are exactly as terrible – and oddly convincing – as you’d hope.

Why The Bad Writing Trend Won’t Last

Right now, “bad writing” works as proof of humanity. I'd even argue it’s a reasonable response to AI’s sudden, unrelenting smoothness.

But it won’t last. Clarity has a gravitational pull that’s too strong.

Which is to say, most readers will continue to choose the shortest path to genuine insight irrespective of tech trends; stumbling through performative messiness isn’t that.

The deeper I've gone exploring this topic – experimenting with different ways to “humanize” my writing – the more I return to the same conclusion: the way to produce standout work in an AI world is to stop thinking about AI altogether.

Focus instead on what has always mattered – a sharp thesis, clean structure, and something worth saying. Good writing isn’t about the polish of the sentences or the tools behind them. It’s about the clarity and quality of your ideas.

So, my advice? Try the tactics outlined in this newsletter, test out BadWriterGPT, and have fun with this strange cultural moment. But if you’re building a serious editorial program, stick to the fundamentals – and join me in figuring out how to use AI to scale those instead.

BLUE LINKS

AirOps argues that a Content Engineer is “now your most strategic growth hire.”

  • And we agree…

  • Clearly – whether boom or bust – the world needs an AI narrative to cling to. Personally, I’m digging ChatGPT 5, but it’s not the leap we all expected.

Cal Newport muses “what if AI doesn’t get much better than this?”

  • Balanced, sobering. Thoroughly enjoyed this piece.

Marcel Santilli, CEO of content agency GrowthX, shares his company’s full AI-powered content production system

  • Worth the watch, especially considering GrowthX’s explosive rise (7M ARR is under a year profitably)

PayPal just posted a $236k job for "Head of CEO Content"

Mike King of iPullRank drops a 20-chapter manual on AI search optimization

  • Very comprehensive and fluff-free.

Reddit wants to be the starting point for search, not just the site you add to a Google query when you’re looking for real answers

  • They’re going all in – I covered this story for Klue’s newsletter ^

Claude Sonnet 4 hits 1 million token context — that's 75,000 lines of code in one go

  • For reference, this means you can now upload the entire Harry Potter series as context, with room leftover.

  • He’s building the Google Search Console of AI search

THAT’S A WRAP

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Till next time,
- Niko & Mike

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