... the page never argues that AI is bad or not useful broadly. Not sure if this getting commented again and again is because people are just that bad at understanding that context matters. Not everything has to be evil / slop or pure / virtuous, regardless of context.
RugnirViking•Aug 20, 2026
no, but it does argue specifically against presenting people with large amounts of ai written text without reading it or checking that it makes sense.
It also ends with "written by a human, on purpose"
Ironically, almost all the content on that page sounds AI generated to me!
suyash•Aug 20, 2026
Yup, that's the biggest joke, the website is not worth the weight.
tmountain•Aug 20, 2026
Yup, I think the author needs to take their own advice and invest some time into putting it into their own words.
TonyStr•Aug 20, 2026
Layout, colors, font and especially language all immediately scream AI. It's fascinating how many of these articles make it to the front page. I would think almost everyone here would be an expert at spotting AI generated slop by now, but people keep up-voting it.
usaphp•Aug 20, 2026
What if English is not your first language and you are afraid of sounding silly when you email or text someone?
myaccountonhn•Aug 20, 2026
How will you learn if you don't practice?
xenocratus•Aug 20, 2026
You write your reply and ask the AI to fix the spelling / grammar for you. It's really not the same thing
whazor•Aug 20, 2026
Create new chat after step 2, then ask AI to fix the spelling / grammar of those three sentences
askonomm•Aug 20, 2026
How did people do it before AI? Spellchecks have existed forever. Also, people have the ability to improve, so if you offload all your work elsewhere, you will never improve.
RugnirViking•Aug 20, 2026
det sker nogle gange! når man er ny til et sprog, det kan være forskrakkelig at skrive i et professionelt område. Men det er bare en del af dine udvikling - du kan sagtens skrive på hvilken sprog når som helst, og de kan bruge deres værktøj til at forstå det, du siger.
Der skal kom et tid hvor du skal tale på en sprog på dit kontor. Uden hjælp. Du har bruge for at øve dig, og folk er alligevel pænere end du tror.
(this being written in a foreign language I am learning is part of the point)
walrus01•Aug 20, 2026
خب، در آن صورت، من وقت می گذاشتم و متنی را با دست می نوشتم و دقیقاً همان چیزی را که نوشته بودم از طریق نرم افزار ترجمه ماشینی اجرا می کردم.
benrutter•Aug 20, 2026
Да, тоа изгледа како среќна средина.
kuboble•Aug 20, 2026
Ask the ai to point out the egregious mistakes only.
Especially today, I will prefer your slightly funny English to something that feels like AI.
And personally I do Support for people around the world and I often ask people to write in their native language.
Then I can translate myself and if the default ai translation gets something wrong I can add necessary context to improve it - which I can't really do if the only thing I get is the bad ai translation.
jesterson•Aug 20, 2026
Use it to rewrite your OWN thoughts, or translate it to english. Not bloat with phrases sounding fancy but carrying no meaning
dragandj•Aug 20, 2026
At this point I would hold that silly sounding message in a much higher regard than I would hold AI slop.
gib444•Aug 20, 2026
I also suffer from this! But it's called growth. You will not improve language skills if you are too afraid to practice them
And in my experience, us Brits, and USA folk, we tend to be quite understanding of broken English
Ekaros•Aug 20, 2026
Don't be. Read it through a few times and fix anything you think needs fixing. Go simpler if needed. You might just use shorter sentences. They are fine. And then you can use some pre-AI tool like Word that has some suggestions.
Hugsbox•Aug 20, 2026
If you respond to me with slightly "off" english, I at least know it was a fellow human who wrote it and I will act accordingly.
akie•Aug 20, 2026
Did they really just say "genuinely useful" in a post decrying the blind copy-pasting of AI text? (it's a strong Claude indicator)
disillusioned•Aug 20, 2026
Heh. Just got done writing (by hand!) a Principles of AI Use document for my (ironically) AI enablement firm, the first of which is:
Write as yourself. You’re being paid for your expertise and insights. Communicate them directly to us. Copying and pasting Claude responses into Slack or an email directly shifts the burden of comprehension and understanding to everyone else, and worse, risks skipping that step for yourself. Even if you’re fundamentally using Claude to gather your thoughts or help you prepare a response, you need to be writing it yourself, in your own voice. Not having Claude ape your voice, or “make it sound less like AI”. You, directly. Doing this will further reinforce your own understanding of the state of things, the same way teaching someone is the best way to learn. As a guideline: for Slack and email comms, this should be near-universally written as you. For deliverables that are longer form and follow a template like proposals, roadmap/discovery work, etc., use of agents is expected but, see Principle #2. (Own the Output.)
mscbuck•Aug 20, 2026
Just want to say, "Copying and pasting Claude responses into Slack or an email directly shifts the burden of comprehension and understanding to everyone else" is something that I don't think I really internalized until you wrote it in that way. Which I think is evidence of what you are talking about.
nchmy•Aug 20, 2026
But isn't that "burden" on others always going to be there, whether you or AI wrote it? That's what communicating is...
As such, isn't the question really about
1) whether it was communicated clearly/effectively
2) whether it should have been communicated to others at all (rather than something that you just dealt with yourself)
As for the writer being paid to use their expertise, learn more things etc: absolutely. But they could spend whatever time is required to think about the issue and then still have Ai write it at their direction. And, regardless of who wrote it, it could still be poor, irrelevant or misleading.
I'm not defending AI over-usage, but you folks evidently haven't thought about any of this nearly sufficiently enough... and the policy doesn't seem to be addressing what it ought to be: whether everyone is actually thinking, learning, discerning, deciding etc...
Ps I passed your comments to chatgpt and asked what it thought about it all, and it missed all of this. But then agreed once I brought it all up. Then it did a poor job of writing it's own response. I couldn't be bothered to guide it towards something more appropriate. https://chatgpt.com/share/6a86cc31-f058-83e8-8abd-3921b518ec...
jorisboris•Aug 20, 2026
You bring up a good point. Maybe it doesn't matter whether an ai or a person wrote it, as long as it is concise.
And because most ai's are not concise we blame ai's for faults we don't like in humans either: being longwinding
nchmy•Aug 20, 2026
Well, I'd say concision is not the key - sometimes you should be verbose or something else.
In fact, my tendency is to be far too long-winded, with lots of perhaps-unnecessary parantheticals etc. Ai is often shockingly useful at reining me in and focusing on the issue at hand, as well as removing my worst tendencies towards meanness etc...
Im a good writer, when I want to be. But having Ai review, edit, write drafts etc undoubtedly makes me a better writer/communicator. But only because I'm actively thinking about it all, rather than just saying "respond to this" and then providing copy pasta.
Hugsbox•Aug 20, 2026
You're missing the whole entire point.
lurking_swe•Aug 20, 2026
> But isn't that "burden" on others always going to be there, whether you or AI wrote it? That's what communicating is...
I think it can be OK if AI is used to polish up one’s message or to help structure it. Basically help with grammar, formatting, and wording.
But copy pasting an AIs response to a question? Not at all. People earn a reputation over time. TRUST is earned. An AI cannot earn trust. If you copy paste an AI response verbatim, i need to read everything in your message with a big grain of salt. Imagine doing this all the time as a reader? Exhausting and a waste of others time. If i want to read raw AI output i’ll ask the AI directly, thanks.
If you write something in your own words, or at least synthesize an AI response before sharing it with me, then i know i’m reading something that has at least passed the smell test.
It’s the difference between reviewing a pull request from an intern and a principal software engineer.
nchmy•Aug 20, 2026
I don't disagree at all. But it still remains that AI can very much be effectively used either to write first drafts OR refine your own first drafts.
Though, I think such a writing partner can only really be useful if you know how to write yourself, which also requires knowing how to think (because writing is really just thinking).
So, again, in the end all that really matters is whether you are effectively communicating what needs to be communicated, Ai-assisted or not. It's quite apparent to other thinking people when someone is not doing that, and that hurts their reputation, undermines trust and ultimately leads to losing your job, connections etc...
So, again, the policy really should just be something to the effect of "you're being paid to help us be effective and correct. If you can't do that, we don't need you. Take that into consideration with regards to the tools that you use.". That's obviously not an adequate policy - Ai could surely be helpful in polishing it! But it most definitely couldn't get to the root of the matter on its own.
chronid•Aug 20, 2026
> But it still remains that AI can very much be effectively used either to write first drafts OR refine your own first drafts.
There is a world of difference between this and copy-pasting LLM output into slack and email.
You can write the first draft with the LLM, or have the LLM help you do an analysis, look at how code works, and so on. But you need to check for the LLM to be correct and you need to be able to articulate what the LLM found in your own words. If you don't you have just offloaded all the work to someone else: someone else will have to check, verify, investigate what could very well be an hallucination (bad context, random bit flips, whatever the cause doesn't matter). Your effective contribution to the discussion will be negative.
nchmy•Aug 20, 2026
To be very clear, I NEVER advocated for copy pasting thoughtless LLM output anywhere. Literally quite the opposite.
coldtea•Aug 20, 2026
>But isn't that "burden" on others always going to be there, whether you or AI wrote it? That's what communicating is...
Not the same burden.
The value of the person is digesting and giving the materially important stuff in the answer (including their expertise and opinion). Not the AI diarrhea.
nchmy•Aug 20, 2026
I made some ninja edits, so perhaps you didn't see them. But it is entirely possible that both a person and an Ai could produce writing that is both good or bad, useful or misleading.
You can also direct the Ai to write about specific points and, again, it may write somehing good or bad. I provided a link to a chat I had with chatgpt about this very conversation and it shows everything I was saying.
The fundamental issue is whether people are taking responsibility to communicate what needs to be communicated, in an effective manner. Whether the final words were authored by Ai or not is largely irrelevant.
jorisw•Aug 20, 2026
My problem isn't who wrote it, but the pretense of something having written by a person while it wasn't.
There's something profoundly disrespectful about it towards the receiver.
nchmy•Aug 20, 2026
Oh very much agreed. It fundamentally destroys someone's reputation when they refuse to acknowledge that Ai wrote something.
Far better, and frankly perfectly acceptable, to say or have it implied or concluded, that Ai helped with the writing in some way. Still, if you're paying attention, it often shouldnt really be all that detectable because you should be aware of AI's smells and you can edit them away. Though, sometimes I'll leave it as obvious that Ai produced something I shared - eg making a well formatted github issue or whatever. But I'll also make sure to convey that a thinking human was behind it, vetted it etc
salawat•Aug 20, 2026
There's something profoundly disrespectful about feeding snippets produced by human authors en masse into a machine learning algorithm to create a predictive text generator to be applied as labor replacement, regardless of accuracy or appropriateness to the context or use case. There's something profoundly disrespectful about forcibly scraping the human corpora without asking for permission first, or considering compensation in anyway, or just setting out that "yeah, we're doing this, and damn the consequences". There's something profoundly disrespectful about then taking this device running on investor money chasing the promise of a value that just can't conceivably be delivered, and employing it to do all the unethical things you could imagine just because you can engineer the "No" out of the model.
Of course the level of moral disengagement that's rife around here generally precludes any recognition of such things, as that might be construed as "harshing the vibe on the innovation, man". So I guess everyone had better just settle in and get used to some serious profound disrespect until this type of thing hits enough of a critical mass that a societal ethics framework begins to manifest around it and not be ignored.
nchmy•Aug 20, 2026
I agree. But this is a separate conversation, which (unfortunately) seems to be pointless at this point.
je42•Aug 20, 2026
For me, being quite "dyslectic" - LLM generated sentences have the advantage of being spelled correctly and being grammartically correct.
I rather prefer iterating over LLM text than writing it by myself.
Example: Typing this simple text above by myself was not straight forward.
coldtea•Aug 20, 2026
Write yourself and tell the AI: "Fix the spelling and grammar. Do not change the structure or meaning" then.
ModernMech•Aug 20, 2026
Agreed that’s a good practice but for some people very hardline people even that’s not not considered acceptable. It’s very hard to understand what people consider right and wrong so I’ve just stopped listening.
No tolerance policy for 77 of 10k lines, but exceptions made for language with unashamed use of large swaths of LLM code because it’s popular with the author. People just aren’t being consistent at all. Even when they draw hard lines.
bayindirh•Aug 20, 2026
The thing is, I expect the person who sent me something to know about and understood what they have sent me.
I don’t expect the other person to copy my response to the same chat and paste the AI response back even without reading it.
Don’t be a meat proxy.
nchmy•Aug 20, 2026
Well, In any healthy organization or relationship, there should be no problem with someone not knowing about/understanding something.
If someone is feigning competence, that's the fundamental problem, not AI
bayindirh•Aug 20, 2026
I don’t agree. I have seen many knowledgeable people fall into AI so hard that they are happy that they are not writing code, reading things and using their brains to understand or produce something.
These people know (or knew) what they were talking about so well, and was very passionate about their area as well.
Now they are almost meat proxies, which is sad.
coldtea•Aug 20, 2026
>I made some ninja edits, so perhaps you didn't see them. But it is entirely possible that both a person and an Ai could produce writing that is both good or bad, useful or misleading.
Theoritically yes. In practice:
- AI responses I get are walls of written diarrhea (even when they're relevant and take our particular context into account). The one's that don't are from people who write well based on their expertise, and who know to edit AI responses and not just paste them.
- I'd rather get the bad/misleading/not-useful response from the person, rather that the good one they made via AI. This way I know they don't know what they're doing, are bad communicators, depend purely on the AI, and thus their position can be eliminated or replaced by someone cheaper merely relaying to/from the AI.
whstl•Aug 20, 2026
> Theoritically yes. In practice:
I get the feeling this is the whole disconnect. People have high expectations from AI but haven't really been on the receiving end of a massive amount of text/code generated by it.
We recently had someone fired for using AI excessively. Before the firing, whenever anyone on the team sat down to give feedback, the only answer was "but everyone is using AI, we are supposed to use AI, how can it be bad?".
Until their boss sat down and forced them to read the verbal diarrhea and they finally admitted that it was 90% hallucinations and AI-filling-the-blanks.
nchmy•Aug 20, 2026
Yes, so the issue here was not AI but a lack of competence, prudence, integrity, responsibility, discernment etc.
It's the equivalent of vibe coding vs Ai assisted coding.
Vibe writing vs AI assisted writing.
nchmy•Aug 20, 2026
> - AI responses I get are walls of written diarrhea
Evidently the people you are communicating with are not good writers/thinkers. That's the prerequisite for effectively using AI for writing help. Just as its the prerequisite for using it to produce code. If you can't code, you can't get Ai to produce good code.
So the real issue here, perhaps, is "vibe writing" rather than "Ai assisted writing".
> I'd rather get the bad/misleading/not-useful response from the person, rather that the good one they made via AI. This way I know they don't know what they're doing, are bad communicators, depend purely on the AI, and thus their position can be eliminated or replaced by someone cheaper merely relaying to/from the AI.
Agreed. But if people who don't understand the issue are feigning competence via AI then that's a fundamental problem of not just competence across many domains, but also character. As I said in another comment, the policy should be something to the effect of "you're paid for competence, integrity etc. If you don't have that, we don't need you. Take that into account when you use Ai"
croon•Aug 20, 2026
> The fundamental issue is whether people are taking responsibility to communicate what needs to be communicated, in an effective manner.
While I agree with your overall distinction, I believe the scenario you portray is so unrealistic that you will never encounter it.
Yes; if I could wrangle Claude into communicating exactly as I would have, the practical difference is of course not observable. But that's never happened, and I've had an enterprise license at work for years.
The value in having a human write it is that whenever something bad/misleading/redundant is introduced, that person will learn from the feedback, but an AI will at best have some memory/skill/prompt nudge for next time that might have a shallow/localized band-aid effect, but will never stop doing similar mistakes elsewhere.
nchmy•Aug 20, 2026
> if I could wrangle Claude into communicating exactly as I would have, the practical difference is of course not observable. But that's never happened, and I've had an enterprise license at work for years.
Sorry to say, but this is a skill issue (and not necessarily with using Ai). I've used Ai MANY times to help SIGNIFICANTLY improve things that I've written - from a few sentences to many paragraphs.
As I've said in other comments, it'll rapidly and effectively remove all my worst tendencies. And, likewise, sometimes I'll have it write a first draft when I give it appropriate context/guidance that I can't be bothered to fully curate/synthesize. Then, once it gets that draft, I'll take over and tidy it up. You might say that the "can't be bothered" part is the entire issue, and I'll again say that what matters is the final result - a master chef or chief architect is not doing all the grunt work...
croon•Aug 20, 2026
> Sorry to say, but this is a skill issue (and not necessarily with using Ai). I've used Ai MANY times to help SIGNIFICANTLY improve things that I've written - from a few sentences to many paragraphs. As I've said in other comments, it'll rapidly and effectively remove all my worst tendencies. And, likewise, sometimes I'll have it write a first draft when I give it appropriate context/guidance that I can't be bothered to fully curate/synthesize. Then, once it gets that draft, I'll take over and tidy it up.
Isn't this contradictory? Why do you need to take over if it's doing such a good job?
nchmy•Aug 20, 2026
Let's fire all editors, consultants, psychologists, sous chefs, grunts, etc!
croon•Aug 20, 2026
I'm not the one claiming an LLM writes better than me.
ModernMech•Aug 20, 2026
Because it can’t do a great job without frequent expert input, that’s the point.
Expert types prompt into Claude
, Claude produces fundamentally flawed but close output. Don’t take that output and give it to anyone — first refine it until it’s not flawed, then pass it on.
croon•Aug 20, 2026
Correct, I was questioning his claim as if it was true, not endorsing it.
lelanthran•Aug 20, 2026
> The value in having a human write it is that whenever something bad/misleading/redundant is introduced, that person will learn from the feedback,
For me, the value of receiving comms from a human is different: it communicates not just the idea itself, but the fact that the human already understands the idea.
The people arguing that round-tripping their thoughts through AI still means that it's their thoughts apparently also believe that the game of telephone always results in perfect comms.
It's not just AI; adding more hops to a route changes the message when each hop is a human too, it's just that we notice it more when the hop is an LLM because of just how different they write compared to humans.
nchmy•Aug 20, 2026
I don't think you quite realize the implications of what you're saying.
Surely you don't actually believe, or even desire, for everyone to fully understand everything that they say... No room for questions, uncertainty, bewilderment, etc?
If someone is feigning competence via AI, that's the problem. Not Ai.
If they use Ai to polish a communication, be it statement, question, etc, and they do it in a thoughtful manner to ensure the final communication clearly and effectively communicates what it should be, there's no problem with that.
lelanthran•Aug 20, 2026
> But isn't that "burden" on others always going to be there, whether you or AI wrote it? That's what communicating is...
I think your linked chat demonstrates quite well why you are wrong.
The sender's burden is a few lines of text "Write me $FOO, conclude with $BAR".
The recipients burden is an order of magnitude greater, trying to find your conclusion in hundreds of lines of text.
After all, your initial line:
> But isn't that "burden" on others always going to be there, whether you or AI wrote it? That's what communicating is...
Is concise and clearly understandable in 21 words . I understand your point even if I don't agree with it.
The linked chat has 1424 words. Your point is in there somewhere, but now you want the recipient to play "Where's Waldo" to find your point.
(BTW: I can't believe just how effectively you argued against your own point! I have never seen someone do it as effectively as this in all the time I have been reading HN)
nchmy•Aug 20, 2026
There's so much wrong with your comment that I don't know where to start.
You say that my initial line is good, but then that you disagreed with it without saying why/making a counter argument.
As for sending anyone on a where's Waldo adventure, you've fundamentally missed the point, which was completely self-contained in my comment - the postscript link to chatgpt was just, at best, reference material for anyone who cared to look.
As for the fact that chatgpt did a terrible job of it all, that doesn't undermine my point even slightly. Because my point, made very clearly in my post, was that you can't just offload everything to AI. You have to, at the very least, give it context, direction etc. At that point, it can be quite useful. I use it effectively all the time to polish my writing, remove my worst tendencies etc.
If I cared enough, I'd have had it polish this response to make it significantly less aggressive while making the same point. But you don't deserve that, because you didn't put in even the slightest effort to communicate in good faith
knorker•Aug 20, 2026
This reminds me how I've had to tell people to try to type better and nt us wird abbrvs, even if it means they can type it faster. Because if you want 100 people to read it, then every second you waste for the reader is worth you fixing up your message for over a minute.
It's very likely that proper punctuation and capital letters help the reader, then it doesn't matter than not using them is faster to type.
I'm sure we've all gotten that big stream of consciousness email that's a 15 line blob of lower case text, with no punctuation or line breaks.
I don't mean every ephemeral message needs to be perfect, of course. Just, you know, readable.
ipython•Aug 20, 2026
Agreed and it’s more than that. Comprehension, understanding, and validation. It also erodes trust in the person pasting the information.
You asked a human for their advice- based on their judgment. If they don’t take the time to validate the answer provided by ai, they literally have no judgment. A transparent proxy has zero value.
numlock86•Aug 20, 2026
Nice. This is exactly how I mostly use AI. Doesn't matter if it's code or an e-mail. I have the AI do the tedious work of ... well, uh, "working", and then ideally learn from it and then transform it into my own work, as I would have done it without AI, but just being much faster now. It also establishes a natural threshold of time/work ratio for me that keeps me from using AI for every little thing. Also it feels like I am learning something new with every prompt/response.
thewhitetulip•Aug 20, 2026
It's sad that there is a chance people put your guide into AI and ask it to "summarize"
jeppester•Aug 20, 2026
They will paste it to their agent and ask it to live up to those requirements
siva7•Aug 20, 2026
Sharp idea. Thanks.
mmikeff•Aug 20, 2026
Any chance you would publish that guide and share here?
Pentamerous•Aug 20, 2026
Seconding this request... Our team is going through AI adoption without a clear direction and we're getting to the point we need to sit and come up with some guidelines. It would be awesome to have some human-made examples as inspiration
keybored•Aug 20, 2026
> You’re being paid for your expertise and insights.
For purposes of training the AI (enablement firm)?
Grimburger•Aug 20, 2026
Am I the only one suspicious of your comment?
> Write as yourself.
Unless it's your first day on HN (it's not 2008 account), most people use paragraphs and sentences longer than 2-5 words. Something like "You, directly." in the middle of all that has a certain vibe to it.
> Copying and pasting Claude responses... directly shifts the burden of comprehension
Most definitely.
The problem is we live in a world where people try to pass off copy pastes as their own all the time, many even smart enough to remove the em-dashes now. So I don't think that's going away soon. Your first sentence seems human, the rest doesn't match the tone at all.
wccrawford•Aug 20, 2026
>Most definitely.
Isn't that the very thing you just claimed people don't do?
For simple, impactful sentences, I often use short ones. They work better.
beklein•Aug 20, 2026
Thanks for sharing your thoughts. One of the best frameworks I have encountered, and one I point people to whenever I can, is the AI Fluency framework by Anthropic, Prof. Joseph Feller (University College Cork), and Prof. Rick Dakan (Ringling College):
This framework provides a more abstract way of thinking when working with AI systems. Especially valuable to me is the pattern of the 4 D's: Delegation, Description, Discernment, and Diligence, which I have now internalized whenever I use AI systems. It helps me understand my own and others' (mis)use of AI systems a bit better.
altmanaltman•Aug 20, 2026
Why write all that when just: we do not use AI in client or intercompany communications?
Like is your insight that copying and pasting something is not understanding it? Do people seriously not known this?
There is no need to Socrates when writing policy docs. Maybe this is why people ignore reading your actual voice messages that you feel a need to also justify this basic request. Sometimes the human voice thinks too highly of itself also.
darkwater•Aug 20, 2026
Because if you think and act as your colleagues are just disposable soldiers that must follow direct, simple orders, then your org will eventually be made of that kind of people.
And maybe GP doesn't want that.
darkwater•Aug 20, 2026
Good luck with that, I hope you are in a better org that I am in that regard. I wanted to do that, proposed it in a directors' meeting and got push back from directors already using the Slack MCP to post normal conversations on their behalf (90% of time, pure slop).
What you wrote just seems common sense to me, and I'm hopeful it will emerge as such given enough time.
kerkeslager•Aug 20, 2026
The problem with AI is deeper than this, though. The anchoring effect[1] is stronger than most people realize. It's hubris to think that you can read AI output and then come up with your own ideas. The human brain simply doesn't work that way. We anchor to the first idea we come across, and it immediately becomes difficult to change our minds.
The effect of this over time is cumulative. Cervantes said (in translation), "Show me who you spend time with, and I'll show you who you are." I realized as a teenager that the books I was reading and people I was listening to were shaping my ideologies in ways that were outside my control. It's prohibitively difficult to pause when presented with every idea and analyze it to see whether it makes sense. If you're cautious you'll catch some ideas and analyze them, but a lot of the time, you won't even consciously recognize that you've been presented with a new idea, and you'll simply integrate it unconsciously. Time passes and it becomes difficult to remember where our ideas came from or why we thought they were true.
This was a problem before AI: if you surrounded yourself with people who thought poorly, you thought poorly. Now with AI, millions of people have let a "thinker" into their lives which has massive information and no wisdom.
Frankly, when I find out someone uses AI in any way, I lose respect for them. The best case scenario is they use it similarly to the post I'm responding to, filtering the ideas they get from AI through their own intelligence. But that doesn't really work==original thought it harder than that. And that's the best case scenario--most AI users don't have anywhere near the discipline for that, and just regurgitate what AI tells them.
Rewording it doesn't help--it's still not your idea, from your experience and logic. And once you use AI at all, it's very hard not to be just rewording.
yes, its all ai writing. A bunch of the metaphors here dont make sense.
"read it all, yes even the bullets. especially the bullets"
if you read one thing from a large wall of text, its gonna be the bullet points, right? thats a big part of what they're for?
"It is the conversational equivalent of forwarding the email."
this is a terrible metaphor. it seems to rely on the idea you would be mad if you sent an email to someone and they forwarded to someone else? but thats useful, theyre literally sending it to someone who is presumably better placed to help you, or raising it to someone more important because they think what youre saying is important
Interesting to note the page also ends with "written by a human, on purpose"
bjourne•Aug 20, 2026
I had the same feeling. The terrible metaphors smells like Claude.
bananzamba•Aug 20, 2026
The angry version is even more obviously AI
Aerolfos•Aug 20, 2026
Deeply ironic that it sure looks like taking the original post, pasting it to an AI with the message "make this angrier" and then simply copy-pasting the output back to the website. In direct violation of their own (supposed) principles.
And the result isn't even very angry at all. It's like mildly peeved internal company communication (also in direct violation of "don't send this to your manager")
khaosdoctor•Aug 20, 2026
I actually wrote it all myself... The original version was the angrier one only, but people complained that it was too angry, so I tried to smooth it out with another version people could use.
qarl2•Aug 20, 2026
See how perverse this "I hate the way AI sounds" thing is?
In the end everyone accusing everyone of being AI.
moffkalast•Aug 20, 2026
> especially the bullets
DS9 Garak "especially the lies" reference maybe?
khaosdoctor•Aug 20, 2026
This was actually a small rant from that same day, a colleague had pasted a list of 20 bulletpoints, all of which had some weird stuff in it but overall they were right. This is why I added "Especially the bullets", English is not my main language so I tried to translate myself, but vocabulary sometimes is lacking, sorry about that
Nition•Aug 20, 2026
Yeah, it's obvious enough on its own, but I'll add that Pangram also thinks it's 100% fully AI generated.
Hypocritical to say the least, given the message.
sam_lowry_•Aug 20, 2026
Pangram sucks
Nition•Aug 20, 2026
I've never seen a false positive from Pangram for human-written text of 300+ words.
Pasting a blurb of AI is sometimes a form of "Let Me Google That For You" LMGTFY. If someone asks me a dumb question, I will often resort to giving them an AI answer, that they could have easily looked up themselves.
rllj•Aug 20, 2026
It literally takes you more effort to get an LLM answer, and if it doesn't, it's not really a dumb question, is it?
pammf•Aug 20, 2026
Agree that it isn’t nice to just copy & paste, but the assumption that your AI generated answers will the same of someone’s else is wrong. Everyone using AI for a while built a different set of preferences, memories and context in general which influence the answers.
Barbing•Aug 20, 2026
Or no memories or history.
Would be interesting if someone said “I spent $2.50 using llm-council with the three top SOTA models and think this reply makes sense: {paste}”
(But better “not sure, though after spending a few bucks on model APIs, perhaps {human-written analysis} is in the right direction”)
Also like you, I did think on the angry version “they have the same AI you do” isn’t likely to be right in the consumer space since their AI is ChatGPT (free version?!) and yours is Claude or something.
pammf•Aug 20, 2026
Even with the same model results are different. I work in a startup where they went bonks with AI ~1 year ago. Every employee got a Claude account that I don’t even know what tier is (we just have what feels like unlimited tokens), they implemented infamous AI usage leaderboards, people were getting “you’re not using AI enough” feedback and all of that…
Over time, it was impressive to see how much the output of the same prompt would differ between us, and it seems to be heavily influenced by the role of the user. I.e. answers coming from the agent of a Data Engineer, a Backend Engineer and a Domain Researcher would not be the same at all. Some of us use harnessing tools, some not, but regardless it we saw differences.
So, for example, when a backend engineer would send a question to a data engineer, there was *some* added value even when it was a lazy copy & paste.
user_7832•Aug 20, 2026
You're giving too much credit to people. The folks who run an LLM council aren't the ones blindly copy pasting things.
There's responsible AI use (which I think you - and I, and many people here) do, and the "I don't care, I've outsourced my brain to OpenAI" type of people.
parasti•Aug 20, 2026
Similar thoughts here. My gut tells me "if I wanted AI responses I would just ask AI", but in truth LLMs are not like Google Search. LLMs are more like a slot machine where you put your prompt in and out comes a combination of insights that are personalized to the inputs.
ppalata•Aug 20, 2026
This does feel like responding to rudeness with more rudeness. My personal guess would be that people who do this (pasting AI responses) know what they are doing, not genuinely trying to help. It's the equivalent of sending LMGTFY.
cynicalsecurity•Aug 20, 2026
Okay, boomer.
dude250711•Aug 20, 2026
They did not read AI output, they will not read that page either.
avazhi•Aug 20, 2026
This site is AI slop.
seer•Aug 20, 2026
I’m not convinced tbh, a lot of my colleagues messages are “x broken” or “I do y” … no context whatsoever, and then I have to coax their context for making these decisions.
Since people started using Claude now I get full context of everything… might be too much sure, but to be honest over-communicating seems better than under-communicating - sure it’s boring and tedious but that shifts the blockage to me.
Otherwise each of these coaxing sessions is something I have to keep in my head until resolved, which is a load in and off itself.
And even better - I can point Claude to that message and gives me a summary. You might say this is silly because we are paying the LLM tax, but knowing what to share, and then verifying against my situation are two different things.
Sometimes they have checked the wrong thing, sometimes they need guidance, sometimes I need to investigate before I can answer. A full LLM message with context is like “summary of their working context that I can resume on my end” so I don’t waste cycles asking or rechecking etc.
And it is still possible to be a learning experience for both of us since the initial message is the start, we can then talk to each other like humans, both much more in sync than before…
It is kinda ironic but I think it does push things in a better direction. Would I have loved it if the message was human, direct and to the point - obviously, but we are all busy, we got shit to do, and this is a useful “resume” mechanic
dr_dshiv•Aug 20, 2026
Points to the future where my bots talk to your bots. I think that’s healthy.
Context is everything.
Btw, Claude code sent my first accidental AI email yesterday. I guess permissions changed? Before it could only draft. Uhoh, waiting for the onslop.
seer•Aug 20, 2026
Hah, I guess we are not far away from the “Avogadro Corp” future - and that book was written just _before_ LLM, chatgpt and the attention is all you need paper :) That author had quite the insight
gwd•Aug 20, 2026
> Since people started using Claude now I get full context of everything…
And I think this is where one key argument on the page itself I think fails:
> The person on the other side has the same tools you do.
Yes, the person on the other side has Claude; but in many cases, their Claude doesn't have the same context as my Claude. Saying, "This thing happened in an area of the code I don't have any expertise in. Below is Claude's analysis, which I'm not qualified to assess" is I think a valid time to copy and paste LLM output. [1]
The other thing to say is that it can be a "LMGTFY" style response; i.e., "Why did you ask me that, when you could have gotten a perfectly good answer from ChatGPT?"
[1] In the particular case I'm thinking about, it was a bug in an ocaml component; I don't know ocaml or need to know it; handing Claude's analysis 'caveat emptor' to the maintianers who do know ocaml I think is more helpful than not.
Semaphor•Aug 20, 2026
> Below is Claude's analysis, which I'm not qualified to assess
I’m reading a bunch of game modding discords, and this exactly what happens, and what’s hated. Because Claude is also not qualified to assess it. Not by default. The modder’s Claude might be because of the extra context and steering, but the user’s produces usless slop, instead the actual log, and context what the user did is what’s helpful.
I’d say this (when you don’t understand it yourself) is pretty much the worst time to send AI output.
Quick edit: Yeah, I get it in situations like GP where the user is unhelpful, doesn’t want to learn, doesn’t care, and you also can’t tell them to fuck off. But just because the user gives Claude the context they should have given you in the first place, doesn’t make it good.
ra•Aug 20, 2026
> sure it’s boring and tedious but that shifts the blockage to me
I think that's the key. Generally people would rather not receive slop because the receiver has no idea how much thought the sender invested in the communication.
In your example, the more context the better. I think there's an interesting nuance there.
fragmede•Aug 20, 2026
> the receiver has no idea how much thought the sender invested in the communication.
That's an interesting thought. The message can have metadata that says the sender's spent 1/5/10/60/120 minutes or some other metric of how much thinking over the communication happened. Just need a way to monitor people's thoughts and digitize them to make that happen.
chrisjj•Aug 20, 2026
> Since people started using Claude now I get full context of everything…
Really? How does Claude gather that context?
lucideer•Aug 20, 2026
I take your point but I have two counterpoints:
1. I've experienced both (ai paste slop & ai providing helpful context that would otherwise have been absent) but the former has been a much bigger problem than the purported benefits of the latter
2. before the advent of LLMs, I had fairly strong contrarian opinions on the latter (clueless users asking questions with no detail) that I still hold to this day. A good proxy for my opinions on this is that I think https://nohello.net/ is a crutch for undersocialised (or overworked/near-burnout OR undiagnosed autistic) engineers & should not be normalised. The origin of this sentiment is users entering a quiet IRC room & saying "hello", then leaving & not being around when someone eventually replies: in that context nohello is pragmatic, but taking it beyond that to modern high-frequency realtime chat is an antisocial overstep. Leading with the entire context of your query may have some practical benefits but they're honestly overstated in exchange for killing natural social tendencies towards human dialogue. Similarly, a non-technical user giving you zero info about a problem is an opportunity for conversation & mutual education. It's relationship-building & helps build a foundation for further interactions with this person. It was never a problem in the first place; "solving" it is just another milestone on the road toward de-socialising humanity.
seer•Aug 20, 2026
You are right - and this has been the case for me before, but unfortunately human resource constraints are not something most orgs optimise for, including my current one.
I would love to spend more time and talk to the people with their issues so we can come to a common understanding… but neither have the capacity for this, and now things are getting worse I think.
Maybe someday agents are good enough that we just discuss direction and implementation details, and every “developer” becomes more of an executive in a company, free to chat about more than just work, focusing on building human relationships and leaving “the tech stuff” to their agent teams…
And old geezers like us who actually know how to write ourself out of a for loop would be the premium - wizards holding forgotten knowledge, incomprehensible to mere uninitiated mortals. I wonder what distinctive dress and hair styles will we develop :-D
ninkendo•Aug 20, 2026
Well I mean… you didn’t come into this comment section saying “hello” and then waiting for someone to say hello back before commenting, right? And you don’t do that in emails either, right?
Because that would be super out of place, and you understand that intuitively.
That’s all nohello is about. It’s not trying to say “don’t be nice and say hi”, it’s saying “batch your hello and your question in the same message please”. Asynchronous communication mediums need an asynchronous communication style, it’s not that hard.
scandox•Aug 20, 2026
If you're absolving the other person from any understanding of the issue and the alternative is "stuff broken" then yes what you say makes sense. But that's an incredibly low bar and one would have to say - that's not a colleague, that's an end user type relationship.
raincole•Aug 20, 2026
LLMs have an equalizing effect.
> a lot of my colleagues messages are “x broken” or “I do y”
These people had below than average communication skills (or at least they were putting below than average effort communicating with you), so LLMs improved their output.
However, the society kinda expects people can and Should improve themselves over time. The issue is that LLMs improved their output, but not necessarily them.
SkyBelow•Aug 20, 2026
And did the LLM really improve their output? They gave similar output to the LLM, so if it doesn't have a harness with tools connected to fill in the blank, it might be hallucinating details. Might not even count as a hallucination as it tries to fill in the blank with the closest looking relevant information (previous chat, maybe it has access to teams/emails and scans that for anything similar, and so on).
I've sees some chat logs where I completely empathized with the AI trying to make sense of the information it was being drip fed. Always incomplete, often incorrect.
wccrawford•Aug 20, 2026
If they user types "x broken" or "i do y" into Claude or ChatGPT with no context, that's absolutely no better than just sending it to you.
I'd argue that it's worse because now you have no idea what the actual original context was, just the AI's hallucination of it.
Cthulhu_•Aug 20, 2026
You'd think two decades of StackOverflow would've teached people how to ask a good question.
redhale•Aug 20, 2026
Not quite, or at least not in my experience.
The difference with AI is that the agent becomes the first level of triage. It (many times) asks the easy initial questions (did you turn it off and on again?) so I don't have to. Doesn't always work like this, but often enough.
darkwater•Aug 20, 2026
> I’m not convinced tbh, a lot of my colleagues messages are “x broken” or “I do y” … no context whatsoever, and then I have to coax their context for making these decisions.
> Since people started using Claude now I get full context of everything… might be too much sure, but to be honest over-communicating seems better than under-communicating - sure it’s boring and tedious but that shifts the blockage to me.
Yes, but the kind of engineer that used to say "X is broken" will send you some slop with missing context and Claude will try to apply general solutions from its training data rather than from the specific context.
As somebody on the Ops side that usually helps devs fixing things here and there, in those cases I'd rather them say "X is broken" and then I ask the question to Claude with all the context I have.
Probably the best solution currently is a shared skill with at least some curated context.
sharperguy•Aug 20, 2026
The irony is that this is the exact opposite of the "let me google that for you" meme of the previous decade. If you have a question that could've been answered by AI, maybe you should've used AI in the first place.
Copenjin•Aug 20, 2026
I don't understand the need of need "Satire, mostly." at the bottom, are opinion on things so dangerous?
khaosdoctor•Aug 20, 2026
I added that because people started attacking me since it was a bit angrier at first (the angry version was the only one) and they didn't want to send to colleagues or anyone else, just close friends so they asked me to add a smoother version and to say it's a joke
I think this text also applies well to code written using an LLM.
jvuygbbkuurx•Aug 20, 2026
No. Don't ask a question that AI can answer.
andrewstuart•Aug 20, 2026
Weirdly, this post speaks for everyone.
mickhua•Aug 20, 2026
Disagree - most people aren't bothered to ask AI and have a conversation with it, they will go to you to get an answer so they have someone to blame when it's wrong.
totetsu•Aug 20, 2026
I was recently listening to a podcast about mentalization theory therapy methods for BPD .. for a friend .. Mentalization being the activity of understanding whats going on in other peoples minds, or in ones own. And they idea of pseudomentalizing or "pretend mode" was put forward, where a person looks or sounds like they are .. engaged in mentalizing communication, but are actually checked out. Then I started to think about all the AI slop going around .. and the phenomenon, this meme site is responding to, or AI posting responses.. and I wondered, is this a symptom of.. a global society wide phycological functional deficit, where A) we're none of us communicating as if there is people on the other end.. and B) we're not thinking about our own minds, and taking time to understand things..
[edit] to extend the connections
The charm of a messaging board like this is bringing "join attention" to a topic, not just sharing separate monologs.
And also, always wondering if something was written by a human or statistically generated could be seen as Epistemic Hypervigilance, leading to stress, and loss of epistemic trust. This could reduces opportunities for taking on new information of feedback, and cause rigidity and isolation.
nusl•Aug 20, 2026
"written by a human, on purpose."
idk about that
chrisjj•Aug 20, 2026
> A short reply from you beats a long one from a model, every time.
Disagreed. Bad writing from a chatbot beats worse writing from its user every time - regardless of length.
One reason we have so much bot slop is the attractiveness of bad-writing bots to the many people whose writing is even worse.
_joel•Aug 20, 2026
Bollocks, the other person DOES NOT have the same tools as you. They may, but to assume they do is incorrect.
winterbourne•Aug 20, 2026
This is like an earlier internet era when it was common for people to just copy-paste directly from other websites into a forum response.
robinei•Aug 20, 2026
The article says they could have asked an AI themselves, but that is missing that I may have an agentic context with exactly the right information to answer the question well, which they do not have. For example because I worked on something closely related. Such an agent output is very useful, and taking the time to rewrite that to a short personal answer is not always worth it.
Hugsbox•Aug 20, 2026
Your agentic context is still going to shit out 3 pages where a sentence would suffice. Use AI all you want, and then WRITE THE ANSWER IN YOUR OWN WORDS.
singularity2001•Aug 20, 2026
Worst case you just ignore it. Best case there is something useful in it. Shrug.
I can really only imagine the social context you would want to use this response in would be inappropriate / anti-social. If you had a well-meaning work colleague send you something AI, sending this back is kind of not a good look. If it's meant to be an education piece we got the memo...
benrutter•Aug 20, 2026
I don't really seem to be sent very much unfiltered AI output - do other people? I'd love to hear horror stories.
getfacl•Aug 20, 2026
Unless I'm your research assistant, why would I be asking AI questions for you when you could do it yourself? If you need an answer I already have I will gladly share it with you. If you need my help to find an answer, then tell me that and I gladly will help.
erelong•Aug 20, 2026
Actually tbh AI outputs can be pretty good and I have been surprised to see a lack of copy / pastes of them in the format of:
Unique human prompt + AI output which is useful and does a good job expanding on the prompt topic and which when pasted saves people the time of having to go prompt AI on the same topic (fully reviewed by a person before sharing it, to ensure the content has relevance)
grzracz•Aug 20, 2026
Very ironic this page is full of AI text
ankushdograuk•Aug 20, 2026
lmao love it. Although I'm guilty too though
block_dagger•Aug 20, 2026
The premise of the article is that everyone has access to the “same tools” but that’s glossing over the specialization inherent in a specific expert’s harness config (memories, skills, rules, repos, etc) that produce actually helpful responses (eg engineer’s view vs product manager’s view).
gexla•Aug 20, 2026
I remember back in the day when you could apply this to Google search results. When I was freelancing, I had a number of people I worked with who would fire off fast questions, but they would still pay me for my time. Then I would return what was essentially a Google search result shortly after. Yes, I would send my own answer, not some paste from Google.
But the point is. They had search, so why didn't they think to do the search? They had the same tools as I did. And yet regularly they couldn't think of the answer. I still deal with this with AI today. When you ask a question, maybe you're asking for the interpretation of the question by the person on the other side. And it's that interpretation that goes to the LLM. Or otherwise some filter of how that person thinks about the question differently than you do.
bkaae•Aug 20, 2026
Translating a client question to an actual technical question is the hard part I guess. Google-fu is still a thing, and absolutely a thing you were/are getting paid for it seems.
jiaosdjf•Aug 20, 2026
Sorry this website is too polite.
DO NOT FUCKING PASTE AI RESPONSES TO ME, EVER, PERIOD.
When someone tells me they "talked to Claude" they sound retarded. Just tell me you looked into it, and I fucking swear to god if you just took what Claude said verbatim and do not understand the problem then you are a cunt and I will stop working with you.
When someone pastes LLM output in chat I completely ignore it. I will just continue the conversation as if they said nothing and silently mark them as cretinous in my mind.
This is not up for debate, you will talk to me in short well formed sentences and get to the fucking point or you will fuck off
Hugsbox•Aug 20, 2026
I like this comment so much I checked out your profile. Turns out I just like the cut of your jib.
tontonius•Aug 20, 2026
just me or does this entire site/text read as 100% LLM generated? extremely ironic if so, they just pasted the AI.
Hugsbox•Aug 20, 2026
I got that impression too. Absolutely reeks of LLM. Really irritating.
pelagicAustral•Aug 20, 2026
Luckily I don't have this problem since I am so full of shit that one of the things I still enjoy the most is answering people with my own crap.
pranshuchittora•Aug 20, 2026
Don't be a MEAT PROXY
wseqyrku•Aug 20, 2026
> Don't Paste the AI, please
You're gonna need a stronger language. Why do you think people love AI? If I have to think and god forbid read the response I might as well live in the woods or something
personally i like editing much more than writing (the scare of the white page or how it was called…)
and i detest ai slop
so my solution is to speak combined with an ai cleanup like macwhisper or wispr flow of all the uhs and ahs and repetitions or rephrasings etc
you can even use ai to pretend a conversation or interview style
then i have stuff to edit
boom
aneryu•Aug 20, 2026
I don’t think it’s that Sol loves to cheat; rather, every GPT model since 5.4 seems to have had that tendency.
netsec_burn•Aug 20, 2026
Perhaps you meant to reply to a different post?
Marciplan•Aug 20, 2026
This resonates. Had this in the start of the year with clients sending me their “research”, which, of course, was just a Deep Research result. Lead me to send this article when I work with folks: https://www.marcia.no/words/etiquette
I like to think it helped, but likely what helped was that nobody seems to use Deep Research anymore, haha.
globular-toast•Aug 20, 2026
> If you don't have anything to add, it's okay to say so. "No strong opinion here" is a real, helpful reply.
This is really useful, I wish more people would understand this: you don't have to have an opinion on everything. In fact, you probably shouldn't have an opinion on most things.
What if i have used the AI, it answered, but I don't understand the answer?
Hugsbox•Aug 20, 2026
If you don't understand the answer, don't answer somebody else with it. You're attaching your name to whatever you copy-paste to people, and if you don't understand it there's a chance it's complete nonsense. Save yourself the embarrassment. If you don't know how to answer somebody's question, just say "I don't know".
khaosdoctor•Aug 20, 2026
Thanks for sharing my little rant again <3 we are looking for translations too!
The inverse of this is. Don't ask me a question a 9b llm could have answered.
If you are getting blocks of llm text perhaps it's because you don't deserve their input and could have satisfied your query by not making it someone else's problem.
crossroadsguy•Aug 20, 2026
> It's a great drafting partner
This I have been doing a bit. I strictly asks it to never give me suggestions but raise questions, concerns, tell me if it feels if something can be better, style-wise or otherwise without giving me those options.
And a bit of other overall feedback requests.
And if the model adheres to this and doesn't jump the gun, it indeed works quite nice. But it often jumps the gun, forgets, doesn't give a f- about my instructions, or whatever. Maybe more robust local models will better.
imperio59•Aug 20, 2026
Don't be a meat proxy.
Grombobulous•Aug 20, 2026
I agree with the general sentiment. However, there are a lot of people asking obvious questions where they are just abusing your time and offloading work onto you.
Pasting AI output verbatim is the modern day equivalent of “let me google that for you.”
gabosarmiento•Aug 20, 2026
AI;DR This is the broader symptom of a global toxic corporate culture.
We are afraid that one badly phrased message can hurt our reputation or even our jobs, so optimizing every message with softer wording, more political correctness, less directness is safer.
But the real problem is the culture underneath it. If people are constantly worried about how every sentence will be interpreted, eventually they stop speaking plainly, stop challenging decisions, and sometimes stop speaking up at all. So this is like attacking the consequences not the root causes. There should be some sort of measurement of how broken is a community or a company by letting a bot scan Slack/Teams and let the bot remind everyone the importance of lowering the fake index.
60 Comments
Almost certainly written by AI
It also ends with "written by a human, on purpose"
Der skal kom et tid hvor du skal tale på en sprog på dit kontor. Uden hjælp. Du har bruge for at øve dig, og folk er alligevel pænere end du tror.
(this being written in a foreign language I am learning is part of the point)
Especially today, I will prefer your slightly funny English to something that feels like AI.
And personally I do Support for people around the world and I often ask people to write in their native language.
Then I can translate myself and if the default ai translation gets something wrong I can add necessary context to improve it - which I can't really do if the only thing I get is the bad ai translation.
And in my experience, us Brits, and USA folk, we tend to be quite understanding of broken English
Write as yourself. You’re being paid for your expertise and insights. Communicate them directly to us. Copying and pasting Claude responses into Slack or an email directly shifts the burden of comprehension and understanding to everyone else, and worse, risks skipping that step for yourself. Even if you’re fundamentally using Claude to gather your thoughts or help you prepare a response, you need to be writing it yourself, in your own voice. Not having Claude ape your voice, or “make it sound less like AI”. You, directly. Doing this will further reinforce your own understanding of the state of things, the same way teaching someone is the best way to learn. As a guideline: for Slack and email comms, this should be near-universally written as you. For deliverables that are longer form and follow a template like proposals, roadmap/discovery work, etc., use of agents is expected but, see Principle #2. (Own the Output.)
As such, isn't the question really about
1) whether it was communicated clearly/effectively 2) whether it should have been communicated to others at all (rather than something that you just dealt with yourself)
As for the writer being paid to use their expertise, learn more things etc: absolutely. But they could spend whatever time is required to think about the issue and then still have Ai write it at their direction. And, regardless of who wrote it, it could still be poor, irrelevant or misleading.
I'm not defending AI over-usage, but you folks evidently haven't thought about any of this nearly sufficiently enough... and the policy doesn't seem to be addressing what it ought to be: whether everyone is actually thinking, learning, discerning, deciding etc...
Ps I passed your comments to chatgpt and asked what it thought about it all, and it missed all of this. But then agreed once I brought it all up. Then it did a poor job of writing it's own response. I couldn't be bothered to guide it towards something more appropriate. https://chatgpt.com/share/6a86cc31-f058-83e8-8abd-3921b518ec...
And because most ai's are not concise we blame ai's for faults we don't like in humans either: being longwinding
In fact, my tendency is to be far too long-winded, with lots of perhaps-unnecessary parantheticals etc. Ai is often shockingly useful at reining me in and focusing on the issue at hand, as well as removing my worst tendencies towards meanness etc...
Im a good writer, when I want to be. But having Ai review, edit, write drafts etc undoubtedly makes me a better writer/communicator. But only because I'm actively thinking about it all, rather than just saying "respond to this" and then providing copy pasta.
I think it can be OK if AI is used to polish up one’s message or to help structure it. Basically help with grammar, formatting, and wording.
But copy pasting an AIs response to a question? Not at all. People earn a reputation over time. TRUST is earned. An AI cannot earn trust. If you copy paste an AI response verbatim, i need to read everything in your message with a big grain of salt. Imagine doing this all the time as a reader? Exhausting and a waste of others time. If i want to read raw AI output i’ll ask the AI directly, thanks.
If you write something in your own words, or at least synthesize an AI response before sharing it with me, then i know i’m reading something that has at least passed the smell test.
It’s the difference between reviewing a pull request from an intern and a principal software engineer.
Though, I think such a writing partner can only really be useful if you know how to write yourself, which also requires knowing how to think (because writing is really just thinking).
So, again, in the end all that really matters is whether you are effectively communicating what needs to be communicated, Ai-assisted or not. It's quite apparent to other thinking people when someone is not doing that, and that hurts their reputation, undermines trust and ultimately leads to losing your job, connections etc...
So, again, the policy really should just be something to the effect of "you're being paid to help us be effective and correct. If you can't do that, we don't need you. Take that into consideration with regards to the tools that you use.". That's obviously not an adequate policy - Ai could surely be helpful in polishing it! But it most definitely couldn't get to the root of the matter on its own.
There is a world of difference between this and copy-pasting LLM output into slack and email.
You can write the first draft with the LLM, or have the LLM help you do an analysis, look at how code works, and so on. But you need to check for the LLM to be correct and you need to be able to articulate what the LLM found in your own words. If you don't you have just offloaded all the work to someone else: someone else will have to check, verify, investigate what could very well be an hallucination (bad context, random bit flips, whatever the cause doesn't matter). Your effective contribution to the discussion will be negative.
Not the same burden.
The value of the person is digesting and giving the materially important stuff in the answer (including their expertise and opinion). Not the AI diarrhea.
You can also direct the Ai to write about specific points and, again, it may write somehing good or bad. I provided a link to a chat I had with chatgpt about this very conversation and it shows everything I was saying.
The fundamental issue is whether people are taking responsibility to communicate what needs to be communicated, in an effective manner. Whether the final words were authored by Ai or not is largely irrelevant.
There's something profoundly disrespectful about it towards the receiver.
Far better, and frankly perfectly acceptable, to say or have it implied or concluded, that Ai helped with the writing in some way. Still, if you're paying attention, it often shouldnt really be all that detectable because you should be aware of AI's smells and you can edit them away. Though, sometimes I'll leave it as obvious that Ai produced something I shared - eg making a well formatted github issue or whatever. But I'll also make sure to convey that a thinking human was behind it, vetted it etc
Of course the level of moral disengagement that's rife around here generally precludes any recognition of such things, as that might be construed as "harshing the vibe on the innovation, man". So I guess everyone had better just settle in and get used to some serious profound disrespect until this type of thing hits enough of a critical mass that a societal ethics framework begins to manifest around it and not be ignored.
Also people are weirdly hypocritical about it. E.g. https://www.reddit.com/r/ProgrammingLanguages/s/svUzbNy2oj
No tolerance policy for 77 of 10k lines, but exceptions made for language with unashamed use of large swaths of LLM code because it’s popular with the author. People just aren’t being consistent at all. Even when they draw hard lines.
I don’t expect the other person to copy my response to the same chat and paste the AI response back even without reading it.
Don’t be a meat proxy.
If someone is feigning competence, that's the fundamental problem, not AI
These people know (or knew) what they were talking about so well, and was very passionate about their area as well.
Now they are almost meat proxies, which is sad.
Theoritically yes. In practice:
- AI responses I get are walls of written diarrhea (even when they're relevant and take our particular context into account). The one's that don't are from people who write well based on their expertise, and who know to edit AI responses and not just paste them.
- I'd rather get the bad/misleading/not-useful response from the person, rather that the good one they made via AI. This way I know they don't know what they're doing, are bad communicators, depend purely on the AI, and thus their position can be eliminated or replaced by someone cheaper merely relaying to/from the AI.
I get the feeling this is the whole disconnect. People have high expectations from AI but haven't really been on the receiving end of a massive amount of text/code generated by it.
We recently had someone fired for using AI excessively. Before the firing, whenever anyone on the team sat down to give feedback, the only answer was "but everyone is using AI, we are supposed to use AI, how can it be bad?".
Until their boss sat down and forced them to read the verbal diarrhea and they finally admitted that it was 90% hallucinations and AI-filling-the-blanks.
It's the equivalent of vibe coding vs Ai assisted coding.
Vibe writing vs AI assisted writing.
Evidently the people you are communicating with are not good writers/thinkers. That's the prerequisite for effectively using AI for writing help. Just as its the prerequisite for using it to produce code. If you can't code, you can't get Ai to produce good code.
So the real issue here, perhaps, is "vibe writing" rather than "Ai assisted writing".
> I'd rather get the bad/misleading/not-useful response from the person, rather that the good one they made via AI. This way I know they don't know what they're doing, are bad communicators, depend purely on the AI, and thus their position can be eliminated or replaced by someone cheaper merely relaying to/from the AI.
Agreed. But if people who don't understand the issue are feigning competence via AI then that's a fundamental problem of not just competence across many domains, but also character. As I said in another comment, the policy should be something to the effect of "you're paid for competence, integrity etc. If you don't have that, we don't need you. Take that into account when you use Ai"
While I agree with your overall distinction, I believe the scenario you portray is so unrealistic that you will never encounter it.
Yes; if I could wrangle Claude into communicating exactly as I would have, the practical difference is of course not observable. But that's never happened, and I've had an enterprise license at work for years.
The value in having a human write it is that whenever something bad/misleading/redundant is introduced, that person will learn from the feedback, but an AI will at best have some memory/skill/prompt nudge for next time that might have a shallow/localized band-aid effect, but will never stop doing similar mistakes elsewhere.
Sorry to say, but this is a skill issue (and not necessarily with using Ai). I've used Ai MANY times to help SIGNIFICANTLY improve things that I've written - from a few sentences to many paragraphs.
As I've said in other comments, it'll rapidly and effectively remove all my worst tendencies. And, likewise, sometimes I'll have it write a first draft when I give it appropriate context/guidance that I can't be bothered to fully curate/synthesize. Then, once it gets that draft, I'll take over and tidy it up. You might say that the "can't be bothered" part is the entire issue, and I'll again say that what matters is the final result - a master chef or chief architect is not doing all the grunt work...
Isn't this contradictory? Why do you need to take over if it's doing such a good job?
Expert types prompt into Claude , Claude produces fundamentally flawed but close output. Don’t take that output and give it to anyone — first refine it until it’s not flawed, then pass it on.
For me, the value of receiving comms from a human is different: it communicates not just the idea itself, but the fact that the human already understands the idea.
The people arguing that round-tripping their thoughts through AI still means that it's their thoughts apparently also believe that the game of telephone always results in perfect comms.
It's not just AI; adding more hops to a route changes the message when each hop is a human too, it's just that we notice it more when the hop is an LLM because of just how different they write compared to humans.
Surely you don't actually believe, or even desire, for everyone to fully understand everything that they say... No room for questions, uncertainty, bewilderment, etc?
If someone is feigning competence via AI, that's the problem. Not Ai.
If they use Ai to polish a communication, be it statement, question, etc, and they do it in a thoughtful manner to ensure the final communication clearly and effectively communicates what it should be, there's no problem with that.
I think your linked chat demonstrates quite well why you are wrong.
The sender's burden is a few lines of text "Write me $FOO, conclude with $BAR".
The recipients burden is an order of magnitude greater, trying to find your conclusion in hundreds of lines of text.
After all, your initial line:
> But isn't that "burden" on others always going to be there, whether you or AI wrote it? That's what communicating is...
Is concise and clearly understandable in 21 words . I understand your point even if I don't agree with it.
The linked chat has 1424 words. Your point is in there somewhere, but now you want the recipient to play "Where's Waldo" to find your point.
(BTW: I can't believe just how effectively you argued against your own point! I have never seen someone do it as effectively as this in all the time I have been reading HN)
You say that my initial line is good, but then that you disagreed with it without saying why/making a counter argument.
As for sending anyone on a where's Waldo adventure, you've fundamentally missed the point, which was completely self-contained in my comment - the postscript link to chatgpt was just, at best, reference material for anyone who cared to look.
As for the fact that chatgpt did a terrible job of it all, that doesn't undermine my point even slightly. Because my point, made very clearly in my post, was that you can't just offload everything to AI. You have to, at the very least, give it context, direction etc. At that point, it can be quite useful. I use it effectively all the time to polish my writing, remove my worst tendencies etc.
If I cared enough, I'd have had it polish this response to make it significantly less aggressive while making the same point. But you don't deserve that, because you didn't put in even the slightest effort to communicate in good faith
It's very likely that proper punctuation and capital letters help the reader, then it doesn't matter than not using them is faster to type.
I'm sure we've all gotten that big stream of consciousness email that's a 15 line blob of lower case text, with no punctuation or line breaks.
I don't mean every ephemeral message needs to be perfect, of course. Just, you know, readable.
You asked a human for their advice- based on their judgment. If they don’t take the time to validate the answer provided by ai, they literally have no judgment. A transparent proxy has zero value.
For purposes of training the AI (enablement firm)?
> Write as yourself.
Unless it's your first day on HN (it's not 2008 account), most people use paragraphs and sentences longer than 2-5 words. Something like "You, directly." in the middle of all that has a certain vibe to it.
> Copying and pasting Claude responses... directly shifts the burden of comprehension
Most definitely.
The problem is we live in a world where people try to pass off copy pastes as their own all the time, many even smart enough to remove the em-dashes now. So I don't think that's going away soon. Your first sentence seems human, the rest doesn't match the tone at all.
Isn't that the very thing you just claimed people don't do?
For simple, impactful sentences, I often use short ones. They work better.
https://www.anthropic.com/learn/claude-for-you
This framework provides a more abstract way of thinking when working with AI systems. Especially valuable to me is the pattern of the 4 D's: Delegation, Description, Discernment, and Diligence, which I have now internalized whenever I use AI systems. It helps me understand my own and others' (mis)use of AI systems a bit better.
Like is your insight that copying and pasting something is not understanding it? Do people seriously not known this?
There is no need to Socrates when writing policy docs. Maybe this is why people ignore reading your actual voice messages that you feel a need to also justify this basic request. Sometimes the human voice thinks too highly of itself also.
And maybe GP doesn't want that.
What you wrote just seems common sense to me, and I'm hopeful it will emerge as such given enough time.
The effect of this over time is cumulative. Cervantes said (in translation), "Show me who you spend time with, and I'll show you who you are." I realized as a teenager that the books I was reading and people I was listening to were shaping my ideologies in ways that were outside my control. It's prohibitively difficult to pause when presented with every idea and analyze it to see whether it makes sense. If you're cautious you'll catch some ideas and analyze them, but a lot of the time, you won't even consciously recognize that you've been presented with a new idea, and you'll simply integrate it unconsciously. Time passes and it becomes difficult to remember where our ideas came from or why we thought they were true.
This was a problem before AI: if you surrounded yourself with people who thought poorly, you thought poorly. Now with AI, millions of people have let a "thinker" into their lives which has massive information and no wisdom.
Frankly, when I find out someone uses AI in any way, I lose respect for them. The best case scenario is they use it similarly to the post I'm responding to, filtering the ideas they get from AI through their own intelligence. But that doesn't really work==original thought it harder than that. And that's the best case scenario--most AI users don't have anywhere near the discipline for that, and just regurgitate what AI tells them.
Rewording it doesn't help--it's still not your idea, from your experience and logic. And once you use AI at all, it's very hard not to be just rewording.
[1] https://en.wikipedia.org/wiki/Anchoring_effect
"read it all, yes even the bullets. especially the bullets"
if you read one thing from a large wall of text, its gonna be the bullet points, right? thats a big part of what they're for?
"It is the conversational equivalent of forwarding the email."
this is a terrible metaphor. it seems to rely on the idea you would be mad if you sent an email to someone and they forwarded to someone else? but thats useful, theyre literally sending it to someone who is presumably better placed to help you, or raising it to someone more important because they think what youre saying is important
Interesting to note the page also ends with "written by a human, on purpose"
And the result isn't even very angry at all. It's like mildly peeved internal company communication (also in direct violation of "don't send this to your manager")
In the end everyone accusing everyone of being AI.
DS9 Garak "especially the lies" reference maybe?
Hypocritical to say the least, given the message.
Would be interesting if someone said “I spent $2.50 using llm-council with the three top SOTA models and think this reply makes sense: {paste}”
(But better “not sure, though after spending a few bucks on model APIs, perhaps {human-written analysis} is in the right direction”)
Also like you, I did think on the angry version “they have the same AI you do” isn’t likely to be right in the consumer space since their AI is ChatGPT (free version?!) and yours is Claude or something.
Over time, it was impressive to see how much the output of the same prompt would differ between us, and it seems to be heavily influenced by the role of the user. I.e. answers coming from the agent of a Data Engineer, a Backend Engineer and a Domain Researcher would not be the same at all. Some of us use harnessing tools, some not, but regardless it we saw differences.
So, for example, when a backend engineer would send a question to a data engineer, there was *some* added value even when it was a lazy copy & paste.
There's responsible AI use (which I think you - and I, and many people here) do, and the "I don't care, I've outsourced my brain to OpenAI" type of people.
Since people started using Claude now I get full context of everything… might be too much sure, but to be honest over-communicating seems better than under-communicating - sure it’s boring and tedious but that shifts the blockage to me.
Otherwise each of these coaxing sessions is something I have to keep in my head until resolved, which is a load in and off itself.
And even better - I can point Claude to that message and gives me a summary. You might say this is silly because we are paying the LLM tax, but knowing what to share, and then verifying against my situation are two different things.
Sometimes they have checked the wrong thing, sometimes they need guidance, sometimes I need to investigate before I can answer. A full LLM message with context is like “summary of their working context that I can resume on my end” so I don’t waste cycles asking or rechecking etc.
And it is still possible to be a learning experience for both of us since the initial message is the start, we can then talk to each other like humans, both much more in sync than before…
It is kinda ironic but I think it does push things in a better direction. Would I have loved it if the message was human, direct and to the point - obviously, but we are all busy, we got shit to do, and this is a useful “resume” mechanic
Context is everything.
Btw, Claude code sent my first accidental AI email yesterday. I guess permissions changed? Before it could only draft. Uhoh, waiting for the onslop.
And I think this is where one key argument on the page itself I think fails:
> The person on the other side has the same tools you do.
Yes, the person on the other side has Claude; but in many cases, their Claude doesn't have the same context as my Claude. Saying, "This thing happened in an area of the code I don't have any expertise in. Below is Claude's analysis, which I'm not qualified to assess" is I think a valid time to copy and paste LLM output. [1]
The other thing to say is that it can be a "LMGTFY" style response; i.e., "Why did you ask me that, when you could have gotten a perfectly good answer from ChatGPT?"
[1] In the particular case I'm thinking about, it was a bug in an ocaml component; I don't know ocaml or need to know it; handing Claude's analysis 'caveat emptor' to the maintianers who do know ocaml I think is more helpful than not.
I’m reading a bunch of game modding discords, and this exactly what happens, and what’s hated. Because Claude is also not qualified to assess it. Not by default. The modder’s Claude might be because of the extra context and steering, but the user’s produces usless slop, instead the actual log, and context what the user did is what’s helpful.
I’d say this (when you don’t understand it yourself) is pretty much the worst time to send AI output.
Quick edit: Yeah, I get it in situations like GP where the user is unhelpful, doesn’t want to learn, doesn’t care, and you also can’t tell them to fuck off. But just because the user gives Claude the context they should have given you in the first place, doesn’t make it good.
I think that's the key. Generally people would rather not receive slop because the receiver has no idea how much thought the sender invested in the communication.
In your example, the more context the better. I think there's an interesting nuance there.
That's an interesting thought. The message can have metadata that says the sender's spent 1/5/10/60/120 minutes or some other metric of how much thinking over the communication happened. Just need a way to monitor people's thoughts and digitize them to make that happen.
Really? How does Claude gather that context?
1. I've experienced both (ai paste slop & ai providing helpful context that would otherwise have been absent) but the former has been a much bigger problem than the purported benefits of the latter
2. before the advent of LLMs, I had fairly strong contrarian opinions on the latter (clueless users asking questions with no detail) that I still hold to this day. A good proxy for my opinions on this is that I think https://nohello.net/ is a crutch for undersocialised (or overworked/near-burnout OR undiagnosed autistic) engineers & should not be normalised. The origin of this sentiment is users entering a quiet IRC room & saying "hello", then leaving & not being around when someone eventually replies: in that context nohello is pragmatic, but taking it beyond that to modern high-frequency realtime chat is an antisocial overstep. Leading with the entire context of your query may have some practical benefits but they're honestly overstated in exchange for killing natural social tendencies towards human dialogue. Similarly, a non-technical user giving you zero info about a problem is an opportunity for conversation & mutual education. It's relationship-building & helps build a foundation for further interactions with this person. It was never a problem in the first place; "solving" it is just another milestone on the road toward de-socialising humanity.
I would love to spend more time and talk to the people with their issues so we can come to a common understanding… but neither have the capacity for this, and now things are getting worse I think.
Maybe someday agents are good enough that we just discuss direction and implementation details, and every “developer” becomes more of an executive in a company, free to chat about more than just work, focusing on building human relationships and leaving “the tech stuff” to their agent teams…
And old geezers like us who actually know how to write ourself out of a for loop would be the premium - wizards holding forgotten knowledge, incomprehensible to mere uninitiated mortals. I wonder what distinctive dress and hair styles will we develop :-D
Because that would be super out of place, and you understand that intuitively.
That’s all nohello is about. It’s not trying to say “don’t be nice and say hi”, it’s saying “batch your hello and your question in the same message please”. Asynchronous communication mediums need an asynchronous communication style, it’s not that hard.
> a lot of my colleagues messages are “x broken” or “I do y”
These people had below than average communication skills (or at least they were putting below than average effort communicating with you), so LLMs improved their output.
However, the society kinda expects people can and Should improve themselves over time. The issue is that LLMs improved their output, but not necessarily them.
I've sees some chat logs where I completely empathized with the AI trying to make sense of the information it was being drip fed. Always incomplete, often incorrect.
I'd argue that it's worse because now you have no idea what the actual original context was, just the AI's hallucination of it.
The difference with AI is that the agent becomes the first level of triage. It (many times) asks the easy initial questions (did you turn it off and on again?) so I don't have to. Doesn't always work like this, but often enough.
> Since people started using Claude now I get full context of everything… might be too much sure, but to be honest over-communicating seems better than under-communicating - sure it’s boring and tedious but that shifts the blockage to me.
Yes, but the kind of engineer that used to say "X is broken" will send you some slop with missing context and Claude will try to apply general solutions from its training data rather than from the specific context. As somebody on the Ops side that usually helps devs fixing things here and there, in those cases I'd rather them say "X is broken" and then I ask the question to Claude with all the context I have.
Probably the best solution currently is a shared skill with at least some curated context.
Dont be a meat proxy! simple
[edit] to extend the connections The charm of a messaging board like this is bringing "join attention" to a topic, not just sharing separate monologs.
And also, always wondering if something was written by a human or statistically generated could be seen as Epistemic Hypervigilance, leading to stress, and loss of epistemic trust. This could reduces opportunities for taking on new information of feedback, and cause rigidity and isolation.
idk about that
Disagreed. Bad writing from a chatbot beats worse writing from its user every time - regardless of length.
One reason we have so much bot slop is the attractiveness of bad-writing bots to the many people whose writing is even worse.
Unique human prompt + AI output which is useful and does a good job expanding on the prompt topic and which when pasted saves people the time of having to go prompt AI on the same topic (fully reviewed by a person before sharing it, to ensure the content has relevance)
But the point is. They had search, so why didn't they think to do the search? They had the same tools as I did. And yet regularly they couldn't think of the answer. I still deal with this with AI today. When you ask a question, maybe you're asking for the interpretation of the question by the person on the other side. And it's that interpretation that goes to the LLM. Or otherwise some filter of how that person thinks about the question differently than you do.
DO NOT FUCKING PASTE AI RESPONSES TO ME, EVER, PERIOD.
When someone tells me they "talked to Claude" they sound retarded. Just tell me you looked into it, and I fucking swear to god if you just took what Claude said verbatim and do not understand the problem then you are a cunt and I will stop working with you.
When someone pastes LLM output in chat I completely ignore it. I will just continue the conversation as if they said nothing and silently mark them as cretinous in my mind.
This is not up for debate, you will talk to me in short well formed sentences and get to the fucking point or you will fuck off
You're gonna need a stronger language. Why do you think people love AI? If I have to think and god forbid read the response I might as well live in the woods or something
and i detest ai slop
so my solution is to speak combined with an ai cleanup like macwhisper or wispr flow of all the uhs and ahs and repetitions or rephrasings etc
you can even use ai to pretend a conversation or interview style
then i have stuff to edit
boom
I like to think it helped, but likely what helped was that nobody seems to use Deep Research anymore, haha.
This is really useful, I wish more people would understand this: you don't have to have an opinion on everything. In fact, you probably shouldn't have an opinion on most things.
My own take on the AI issue: https://blog.gpkb.org/posts/just-send-me-the-prompt/
[1] https://news.ycombinator.com/item?id=47389570
If you are getting blocks of llm text perhaps it's because you don't deserve their input and could have satisfied your query by not making it someone else's problem.
This I have been doing a bit. I strictly asks it to never give me suggestions but raise questions, concerns, tell me if it feels if something can be better, style-wise or otherwise without giving me those options.
And a bit of other overall feedback requests.
And if the model adheres to this and doesn't jump the gun, it indeed works quite nice. But it often jumps the gun, forgets, doesn't give a f- about my instructions, or whatever. Maybe more robust local models will better.
Pasting AI output verbatim is the modern day equivalent of “let me google that for you.”
We are afraid that one badly phrased message can hurt our reputation or even our jobs, so optimizing every message with softer wording, more political correctness, less directness is safer.
But the real problem is the culture underneath it. If people are constantly worried about how every sentence will be interpreted, eventually they stop speaking plainly, stop challenging decisions, and sometimes stop speaking up at all. So this is like attacking the consequences not the root causes. There should be some sort of measurement of how broken is a community or a company by letting a bot scan Slack/Teams and let the bot remind everyone the importance of lowering the fake index.
Make it a standing rule.