You know that feeling. You open an article, and the first three paragraphs are a warm-up act—someone clearing their throat, telling you what they’re about to tell you, and then telling you again. By the time the actual point arrives, you’ve already checked out.
That’s slop. And it’s everywhere. AI-generated or human-written, it doesn’t matter. The curse of modern writing is that we’ve been trained to add instead of subtract. More context. More background. More disclaimers. More words that don’t earn their place.
Then I stumbled on a 1986 aircraft maintenance manual. Not a writing guide. Not a productivity hack. A literal manual for fixing planes. And it broke my brain in the best way.
Here’s the thing: a manual for a complex machine has one job—to be unambiguous. Every sentence must be an instruction. Every word must survive cross-examination. If a pilot misreads a step, a plane falls out of the sky. There is no room for throat-clearing, no space for ‘in my opinion,’ no polite ‘we might consider.’
The most dangerous sentence in modern writing is ‘We’ll add more context.’ Killing context is the hardest skill no one teaches.
So I started editing my own writing like I was editing that manual. I cut the first paragraph entirely. Then I cut the second. Then I looked at every sentence and asked: If this were the only sentence on the page, would the reader know what to do next? If not, delete it.
This is where the twist comes in. The manual didn’t ‘fix’ me. It gave me permission to be brutal. And that’s exactly the discipline that no large language model can impose on you. ChatGPT can generate a thousand variants of a sentence, but it cannot tell you which one deserves to live. It cannot force you to make a choice. It offers abundance. The manual offers scarcity.
AI doesn’t teach you how to kill your darlings—it teaches you how to add more. The hardest skill in writing is not generating; it’s killing.
If you scan the comments on the original article, one sharp reader pointed out: ‘The manual didn’t help as much as he says.’ And they’re right. The manual is a prop. What actually changed was the author’s decision to stop acting like a writer and start acting like an editor. The manual just gave him a permission structure.
That’s the real lesson. Every writer today has access to infinite generative power. But the only thing that separates slop from signal is the willingness to delete. To hold a sentence up to the light and say, ‘Does this earn its oxygen?’
So here’s my challenge. Next time you write something—an email, a post, a report—delete the first three paragraphs. Not revise them. Delete them. See what’s left. If the text still makes sense, you’ve just discovered how much of your writing was filler. If it doesn’t, you’ve just discovered where your real argument starts.
Stop asking AI to write better. Start asking yourself to cut harder. That’s the anti-slop skill that no tool can replicate.
FAQ
Q: Isn't this just nostalgia for a pre-digital era?
A: No. The manual's value isn't its age or medium—it's the constraint. A physical manual forces you to treat every sentence as a life-or-death instruction. Digital abundance does the opposite. The nostalgia is a red herring; the real point is about scarcity of attention.
Q: What's the practical takeaway for someone who writes daily?
A: Start every piece with a deletion pass. Cut the first three paragraphs. Then cut every sentence that doesn't change what the reader should do or believe. The goal is to reduce the text to its irreducible core—the same way a pilot reads a checklist.
Q: Isn't this a contrarian take that ignores the value of AI writing tools?
A: AI tools are great for drafting, outlining, and overcoming blank-page paralysis. But they are terrible at editing. They can't tell you what to cut because they have no skin in the game. The contrarian truth is that the more AI you use, the more important your own editing discipline becomes.