- You can use AI to look through docs and do research.
- You can use AI to structure your argument.
- You can NOT use AI to actually write the prose.
- You can use AI to proofread, especially for how effectively you've communicated.
I don't know, man, that sounds a lot like using AI to write. Your writing probably says "load-bearing" less than Claude's outputs, but I'm not sure it's much less AI.
Structuring arguments: bad idea. Here you're having the model do your thinking for you. The problems that occur with having it write text recur at a macro level; too-obvious patterns. Readers just want to know what the prompt was.
Writing the prose: obviously not.
Proofreading: I think this works pretty great, as long as you have a structure to how you're doing it. "How do I make this better or sharper": bad, you're having the model structure your arguments for you. But for a predefined rubric of stylistic things --- writing you know how to do, that's just tedious to check manually? Hard to see a downside.
- Brainstorming with AI is fine, but it takes skill to use it as food for thought, rather than as a source of answers.
- Do NOT structure your blog post with AI. Once the structure is there, it is almost impossible to humanize it.
- Do NOT use it for writing a draft. Same as above. A few times I did it, and ended up rewriting from scratch. Unsloppification is hard.
- AI for proofreading is wonderful. But I always prompt with "only fix grammar mistakes, do not change the style" and actually look at all changes. If not kept in check, it too eagerly homogenizes style.
Honest question - where does an Author like the above place in your authenticity framework?
Of course, this is different than having the argument ready and using an AI to make it read a little better, which at that point, is just details.
This reminds me a lot of smokers who all have a great strategy beat the nicotine addiction. Only smoke on the weekends when out partying with friends, only smoke to use the extra sense of energy, only smoke to suppress my appetite, go to the gym 5 hours a week to offset the negative health impacts of smoking etc. etc.
In reality most smokers will converge to about a pack a day.
Never, never, do that!
I draft all my own text that anyone will ever read as “that’s James Bach talking to me.” I want no one to be able to credibly question that.
But of course, writing is more than merely drafting the text. As I draft, I write about ideas that other people or AI may have helped me come to.
slop has been around a lot longer than ai - the contingent needs to realize what it is they hate. instead of "don't use ai to write" it's "don't use ai to write slop" or better: "don't write slop"
However, I don't think it's a good idea to replace our own thinking with an AI, and that's what I'm trying to avoid with the way of working proposed in the article.
So LLMs allow you to work at the speed of reading, if not faster. So you can try a paragraph here, completely rewrite the tone. Start a chapter in 1PP and just have it rewritten to 3PP. And sofort and so on. The number of new transformations you can do is endless.
What do a lot of people do? Write a one line prompt and show everyone the oneshot result.
Ok fine, sometimes you don't need to write amazing prose. But you can also be like the early writers who adopted the word processor. If you put the same amount of elbow-grease into using an LLM as you did writing before, you can get some pretty cool results.
It’s easier to rearrange and rethink and tinker. Hard to imagine now but it was more efficient in the days when you would have to pencil out a memo and have someone type it up, you would make corrections and the final copy would be done in a couple passes. This has been studied, efficiency has actually gone down, in favor of immediacy and direct control.
What it frees you from is organizing your thoughts ahead of time, which takes practice and discipline. Using an LLM is just taking that further, you can avoid organizing your thoughts and ideas a bit more.
I write differently with pen and paper than I do in a word processor. Sometimes one is better than the other. (Word processors are generally better, for me, at editing. One of my favorite uses for LLMs in this way is taking a picture of some text and sketches I’ve made and OCR’ing and rendering them into editable documents.)
Switching from first to third person is in part a grammatical shift. But it’s also a real change in perspective. If you’re only making the motions but not trying to see where the new perspective opens up (or closes) views into what you’re saying, you’re doing copy editing more than writing.
At least right now, this hollowness is part of what makes AI-generated text stand out.
If someone uses LLM to help wording their idea in a way that's easier to understand, I am fine with it as long as they don't copy-paste it verbatim into their blogpost.
I am getting a little ranty here, but the usual LLM-isms like "not this, but that" or "that's the real footnote here" simply add zero value to the text, and I can't imagine anyone who has proofread the LLM-generated text even once will opt to keep those sloppy paragraphs. If I see them, I can't help but to think that the author had oneshotted the text. And it strongly suggests to me that the author has put zero effort into their work.
Fundamental to exchanging ideas is discovering which ideas should be exchanged and how to express them. The process of writing itself is that exercise. If you use a tool to outsource the thinking then you're not thinking.
_Everything_ AI generates, is generalized slop. All of your ideas will be boring and derivative. Mediocre writers will be improved, but the best would only have their ability to think dulled.
Just think through it from the perspective that AI is generating art for you instead of writing. What would all art look like if good artists used it for ideas and "edited" it? It would look like generic, derivative shit. A perpetual crutch that the person can never abandon.
1) "The quick brown fox jumps over the lazy dog." <- Typed by hand.
2) "The quick brown fox jumps over the lazy dog." <- Generated by ai, cut-and-pasted in. [3]
For you, would you classify the former as genuine and the latter as slop?
You'd think I'm being silly, but both yes and no are not unthinkable, and honestly I've actually seen odder arguments in court filings and language standards.
[1] https://ansuz.sooke.bc.ca/entry/23 "What color are your bits"
[2] https://journal.stuffwithstuff.com/2015/02/01/what-color-is-... "what color is your function"
[3] Sonnet 5, Medium, Sept 2026.
It really bothers me that people think it's ok to use AI as the starting point for writing. In my mind, it's the worst thing you can do. It poisons the entire effort, and frankly it's disrespectful to give it to anyone to read. Stop doing it!
Personally I have had multiple instances of me knowing the idea I want to express, but utterly failing to articulate it in a way that's understood by most people.
And I unfortunately do not have a human assistant, so for a second opinion on how to articulate the idea better, I turn to an LLM. (Yes, I am using my own idea!) I write something, ask the LLM whether it understood what I said, and make adjustments based on that. In this case, the text is 100% written by me, and the LLM is no more different than a random passer-by giving me advices.
But there are also times when the idea is so complicated that I don't really have a good idea on how to untangle all of that. Ideas that live in your brain as a bunch of abstract concepts, if you can get it. If I were to untangle all of that myself - it's fairly good chance that I'll just leave it for "another day" (read: abandoned). I won't be investing any more thinking into it, LLM or not.
So LLM it is. I dump my ideas (as a bunch of incomprehensible human gibberish ;P) into it, make it make sense of the ideas, generate an ideas-untangled paragraph, which I use as an inspiration (or basis, or template, or whichever word you think suits it) for writing my own text with my own voice and my own style. I was able to continue thinking because the LLM keeps my attention from drifting away!
(I always suspected I have some kinda ADHD, but shrug)
I understand where people are coming from when they reject all forms of LLM assistance in writing, it's just that I hope people don't turn it into a dogma of some sort.
Why do people feel the need to invent the past that never existed?
Likewise, the only handwriting for better impression I have seen was in stuff like love letter. It could possibly done also in super high formal situation (diplomacy, school diploma) or some such, but otherwise it was not a thing.
Relevant for this conversation, dot matrix printouts were considered "cheap", and people were warned not to submit dot-matrix printouts for things like job applications, formal correspondence, etc.
If you were a kid and you tried to hand in a word processed/printed essay in school, even into the early '90s sometimes, you'd get pushback that's very similar to the AI pushback of today. "How do I know YOU wrote it?", "The computer is doing the work for you". They'd force you to rewrite it, properly, in pen.
Handwritten pages always signify special care, indeed as you say that’s why you see that in diplomas and such. There was a time when I kept hand written letters going for my close college friends, on good stationary. I think we are just in different situations/places/demographics.
[edit] also I kept my job application rejections (paper mail). These were very instructive as they showed a pattern of rote rejection that made me less discouraged.
Okay, but reading also requires substantial thinking. Moreover, we can say the same about, say, coding. And I am sure there are people who will say, yes, don't use AI to code. But I do, and the results are amazing, and I still think very deeply: in fact, I spend more time with AI coding (and thinking) than before as I do not get hamstrung on, how do I convert this Word doc to PDF in code again? I spend more time in higher order thinking. Same with when I read text written by an AI. I don't believe that writing is any more sacrosanct that coding. And reading and adjusting AI output requires substantial thinking.
https://www.scientificamerican.com/article/why-writing-by-ha...
I don't think anyone would argue reading a book takes as much thinking as writing one…
Writing/programming as a specialization of just going through the damn thing is actually sacrosanct IMO. Spectatorship as a generalization of reading is second-class. You do become a worse programmer as you move to "higher order thinking", it just matters less in a world where LLMs exist.
> And reading and adjusting AI output requires substantial thinking.
It does, but less of that thinking translates to skills transferred. What amount of the creativity and magic of Tolkien transferred to his editor? I'm sure it took substantial thinking to edit Tolkien's work.
Hell, most people barely have a rough idea of what they are trying to say when they sit down to write, and they have all of the context.
Writing and coding do have many similarities, at a high level. But the things that make AI good at coding don’t really apply to writing. The analogy doesn’t work well here.
I used it to edit a document I'm working on, where I accepted about a third of its suggestions. I feel pretty good about it.
If you have a Claude account you should be able to access the artifact I built here: https://claude.ai/artifact/RK7XfnaoxVV1Uji84ETaLr - it uses "Claudeception" - the feature of Claude artifacts that lets them use Claude prompts - so it will be billed against your Claude account (at a cost of probably a fraction of a cent per run.)
"that could go without changing what you mean. Your text stays exactly as you wrote it"
"Marking works when this page is open in Claude and you are signed in. It isn't available in this view"
The last one may be why I even gained the ire to interrogate the copy of the page. I was signed in g'damnit!
edit: I've seen you get quite unfairly treated in the comments section of this place, you always seemed so kind in response. Thanks for all the writing over the years!
I don't write code for my colleague's pleasure, I do it to solve a problem as fast and efficiently as possible.
He’s five years older, a bit more tired than me, more going on in his life. Easily annoyed by bad code.
Weirdly enough he has exactly the same name and birthday as me.
You absolutely should. Using an LLM to write your code for you is not a good idea. It produces bad code, and it also robs you of understanding which will be valuable down the line.
Moreover is writing code the only way to understand it?
I first write the thing myself, then feed it through Deepl Write to see how the AI would write it. It's been very helpful.
I write everything else myself. However I don't know how I feel about spending my time on Earth typing personal responses to AI-generated messages. Do those people deserve my time and energy?
I've been carrying more notebooks, being fine with terminals being idle and focused on 'what is actually being created', and what will remain?
There are a number of comments that indicate that I'm using coding agents, and wonder if coding doesn't require the same behavior as writing.
Coding agents are absolutely a useful tool - however, that doesn't mean that pure "Vibe Coding" is the best approach for most scenarios. Using coding agents correctly requires a careful approach as well, which also starts with thinking through the problem you're solving! The details of workflows for coding and writing are different (in my opinion), but at a high level the same concept applies; don't let an AI do the important thinking for you!
I'll probably follow up with another blog post with what I've seen work well for coding.