I agree with the author. Content marketers, journalists and other professional writers are very good at making content sound engaging without losing the "voice" of their clients. Tech writers are generally good at presenting complex topics in very accessible ways. They develop style guides that make this easier to do at scale, and editors who are usually better at reading and tweaking over writing from scratch help put everything together.
AI is certainly able to ingest all of that and create similar work, but doing so requires A LOT of hand-holding. Without that, LLMs bias towards writing like a cross between an exec assistant who just started using Grammarly and a junior beat journalist trying to prove something no matter the framing.
Most people don't do that, mostly because writing is a means to an end for many; thus, I've seen the three-banger punchline style in academic works and Claude's EXTREMELY tired "we have Axios at home" headlines in mediums you'd never usually see them in.
What usually does me in is that LLMs take FOREVER to get their "point" across. Whiz-bang gotcha prose only works if you don't spend five paragraphs telling me something that could have gotten distilled into a two-sentence blurb.
What's worse is that summarizing with AI is really popular but doing so usually leaves out important details, and you never know exactly what unless you skim through the piece. When that piece is AI-generated, as they are increasingly becoming...yeah.
> When you know the writer personally, it becomes harder to see the text from the author’s perspective if you know it’s not her style.
I think this is why I absolutely hate reading AI-generated PR descriptions, Readmes or wiki entries at work. I work with these people every day, we talk to each other in meetings, but then I read perfectly formatted Slop in the freshly opened PR that has your name and picture attached to it, yet it's almost impossible for me to care about it because (subconsciously or not) i can't bring myself to see it as yours. Same or even worse for reviews.
For me long texts (internal docs) were definitely the hardest part. However, my colleagues were nice and all agreed to limit AI usage for writing docs that are for other people to read (and not for agents).
It undermines an assumption that until recently was nearly impossible to violate: that the author spent time and effort to produce the writing you are spending time and effort to read.
Same. I hate AI writing. AI code is okay. I can deal with that. But I want people to be able to explain things themselves. It's especially bad when some folks use a prompt to generate an even larger prompt, then pretend they "wrote a spec." Meanwhile, the spec is virtually incomprehensible gibberish about gaps, evidence, and load bearing dependencies.
AI assisted writing is so popular despite being inferior, because writing well is inherently hard. Good writing requires research, organization, style/grammar and other aspects like "turn of phrase", and all have to work together. Sit down to write something and it can feel overwhelming looking at the blank page and not knowing what to do.
It's a quite famous painting called The Lovers by Magritte, and it's usually interpreted either as meaning that you can never truly know even the people you love, or just some other kind of frustration over being unable to connect.
I would say putting it in this context makes for an interesting reinterpretation.
Well-known paintings are sometimes used as metaphors and shorthand. I think it's fun.
I'd say that you get a strong emotional or visceral reaction out of it (it's grotesque, you don't like it, etc.) may speak to its power. It was perhaps drawn out of an emotion you are simply recognizing.
Could you please stop posting unsubstantive comments and flamebait? You've unfortunately been doing it repeatedly - not just in this thread but in others:
We ban accounts that post like this. I don't want to ban you, so if you'd please review https://news.ycombinator.com/newsguidelines.html and stick to the rules when posting here, we'd appreciate it.
It's not a really a bait, dang. Unless going against the chorus is considered bait. Couple of one liners from today is hardly evidence of malicious flamebait.
But I shall read the sacrad guidelines again, it's been a while.
If you have a substantive contrarian point to make, and you make it thoughtfully, that can be a good HN comment. But just throwing flamboyant pejoratives on top of an internet cliché is not that.
The first two of the other comments I liked to were just personal cheap shots—obviously not ok on HN.
I might have wrong about https://news.ycombinator.com/item?id=50158417 though; it sounded like personal snark when I read it originally ("Do you even LLM at that point?") but perhaps you didn't mean that bit personally. The rest of that comment was fine.
I have a different take. Rudeness is like beauty or art: you can't meaningfully describe it or quantify it (don't overthink this part). So, we should consider the possibility that what seems rude to you is an art in itself and you should congratulate me for making you feel that/something (even though it wasn't rude: it's paradoxical, hence true art)
Are you saying art is anything that makes you feel?
You're confusing a really basic human subject with nonsensical ramblings that that aren't worth entertaining. I think most people would find this dismissive and possibly indicative that you're confused about something beyond your depth.
Can you maybe elaborate about how your communications are on the artistic spectrum?
That rather proves the point of the person you replied to.
You're authentically an asshole. The abrasive, dickish attitude you take does indeed contribute something even if just to spur conversations about authenticity.
Had you instead prompted an LLM to "have hot takes about art that provoke a negative reaction and then antagonize anyone who replies", it would be lacking that sincerity you bring to the table.
I'm very unpretentious about art. I enjoy paintings, but there's no way to know all of them. XKCD 1053 applies. I also can't paint anything, and I generally feel silly about status symbols that people didn't make themselves.
Also, I didn't say the artwork's goal is to "hate it". I was more pointing out that artists sometimes also process and show negative motions or moments. It doesn't have to be pretty.
In my opinion it's actually you who is putting art on some kind of pedastal. To me it's just a nice additional mode of communication that makes the spectrum richer. A well-known painting is an emoji deluxe.
A popular circulating belief among modern fascists (as well as historical ones) is that any art that makes you feel uncomfortable is "degenerate" or immoral.
LLMs are still just next token predictors. Blasting out words in a forward-only way is how you write a first draft. It's a form of thinking out loud. The ideas are still forming while you generate the text. Generating the text forms the ideas.
Communicating well requires editing. Editing requires going backwards, not just forwards. It requires turning things over in your head. It requires rethinking connections. It requires knowing when one word says more than a sentence. It requires remembering what you were trying to say. It requires remembering.
LLMs don't have much of that. They can mimic some bits with loops, but usually not very well.
It seems like thinking should be the place where it can iteratively draft before creating an output.
I've wondered if text diffusion models could in theory write better, thanks to iteratively rewriting/refining the text.
It seems to me at least that avenues like that are worth pursuing, so I'm happy to see efforts like Mercury 3 and Diffusion Gemma.
Interesting perspectives, a couple of questions that I've been pondering, and am currently curious of your perspectives on
1. It seems we are starting to see more people write like ai, is this something you have measured yet? (I never used em-dash (big fan of the parens), and I resisted for a while, re: ai, but now am trying to use them appropriately)
2. I've been reading from paper again, and my own writing style is evolving, is this too something you can/have measured?
I think someone "writing like ai" is not really the same thing as the flaws we see from ai. "Writing like ai" might mean we adopt certain conventions in how we communicate or frame ideas, but the ai flaws are more along the lines of weasel words or bullshittery; avoiding incisive ideas in favor of fluffiness, or in favor of pithy-sounding phrases that communicate nothing. That's a problem that humans have had long before AI.
Indeed, I'm currently reading Gravitas: Communicate with Confidence, Influence, and Authority by Caroline Goyder. It's phenomenal and I highly recommend it.
> (I never used em-dash (big fan of the parens), and I resisted for a while, re: ai, but now am trying to use them appropriately)
I started using the emdash after learning of the compose key feature of X11. Not tuning the emdash dial to 11 or anything, but occasionally. Now I avoid it to spare myself the indignity of someone confusing me for a chatbot. In general I prefer a more vulgar style of writing as a direct response to those chatbot tics.
Of course, that now distinct LLM style was kind of a thing before, too, but if you weren't writing some bullshit on SEO on Medium or congratulating yourself for your achievements on LinkedIn, using elements of that style wasn't such a source of confusion. Now the chatbots will frame everything as though it's an insight on B2B sales strategies that struck them when they tripped on a dog leash while jogging to work.
Some of us old enough to learn to type on keyboards without compose keys (and OSes pre unicode) learnt to use multiple dashes for en- and em-dashes -- like this. Like two spaces after a period, this is ingrained muscle memory that I don't consciously think about when typing.
I'm very glad of this now, because it means that I can still write with en- and em-dashes, while also demonstrating that my writing is not LLM-generated.
Definitely noticed influence of AI on my writing (and probably on my speaking as well). I probably do not like most things I pick up from it unconsciously. However, when I use AI to critique or spellcheck me - I find it's much more useful and that I've learnt something. Though it's not exactly AI writing then.
We have Ai that can solve any math problem or any technical problem. But we don't have AI that can write naturally like a human. Turns out the purest human intelligence is something no Ai could ever reach. We invented in the past century things like measuring intelligence with iq tests only to realise what kind of bullshit this idea turns out to be in 2026. Turns out we had the wrong mental model of what constitutes intelligence and built machines with super intelligence only in a very narrow sense of the term. We need to radically redefine our idea what human intelligence is.
Maybe. On the other hand, maybe the reason models aren't good at writing yet is because the labs don't think it's useful or profitable (yet) to focus on training models for writing prose.
I think this is it. early on, no one really know what the biggest potential for AI was, so the focus was on images, short video, and text, as those were the most obvious applications. Then in mid 2025 came the goliath of coding + math. It soon became obvious that AI being more like a smarter version of Mathematica was the future, not "the arts" .
I don't think it's impossible. it's more like the necessary resources have not been invested in making truly human-sounding writing. Writing is much smaller market than coding. Anthropic and Open AI became so valuable from coding agents, not writing ability. Every firm is now using AI for coding. Or too early. But I believe it can be done.
I suspect the difficulty in writing is linked to the difficulty in architecting good, maintainable software. Sure the agents can sling code, but they lack so much when it comes to software development, which also involves a lot of human writing.
> Personally, I feel that I am at least a third slower reading AI-generated text, even if the length is the same.
I've been reading an AI-generated technical proposition. It was even slower for me.
> Beyond this, most models are extremely verbose, which makes total reading time much higher.
Painfully true. When I took a semster of law studies and got my first homework assignment, I was flabbergasted by how short the submission length limits were. I could barely write an introduction to my mini-paper with that number of pages! And I was expecteds to cover everything, and have an explicit conclusion, and a complete and meticulous bibliography. I struggled sooo much to be more concise and to let go of less-critical points I wanted to make! But it was a great intellectual and rhetorical exercise.
Earlier this year I got asked to take over on leading a project where all the planning artifacts were AI generated.
They were mostly incomprehensible, mutually contradictory, and only tenuously related to the problem we were trying to solve. The poor engineering team had wasted god-only-knows-how-many person-hours building the tool, only for beta users to be completely unable to figure out how to actually use it. Getting things back on track was quite the process. I would estimate that using AI cost the company about 100 times as many person-hours as the original project lead saved themself by avoiding doing any of their own thinking and writing.
AI always seems to add extra words as if it’s trying to prevent being misunderstood. human writing leaves stuff unsaid because it’s assumed people can infer.
It is interesting how despite huge and rapid advances in coding or math, AI still sucks at writing and is (mostly) obvious, at least if people are trying to pay attention. it cannot fool pangram, even though it's not clear exactly what it flags as being AI. Maybe one day AI will close the gap.
I think in coding and math you have a formal system to say what is good and what is bad, while with writing it's much more subjective and thus harder to optimise. Also I believe many of AI advancement in 2026 are linked more to the agents than to models and agents benefit a lot from having environment with clear reward functions
I've had some similar thoughts, I find it super fascinating how easy it is for most people to identify AI writing.
In the past two decades of CG etc. untold numbers of words have been spilt on the subject of the Uncanny Valley and you always get this explanation of how the brain has dedicated pattern matching circuitry and can easily flag when faces feel "off".
How interesting that the same is true for language. Turns out we're not just visual-heavy animals, but also very symbolic ones.
i don't see the value in AI closing that gap any more than i see the value in AI closing the gap on talking to my friends for me, or closing the gap on watching a movie for me, or closing the gap on taking a walk on the beach for me, etc, etc, etc; the document is the artifact of having written but the artifact is not the value
I think Pangram literally just vacuums AI slop into its training data to refine how AI writing is detected. More of it is becoming available by the day, and they have some default eval prompts they used if the methodologies in their paper are still used, so I presume doing this isn't that hard.
AI absolutely has a detectable style once you read enough of it.
Claude resay that as if I was a mentally challenged child (but without your dumb metaphors) using as few words as possible in your best imitation of a Human speaking casually without jargon and ...
(What it feels like to try and get a decent sentence out of my AI.)
I love the closing artwork. It's really on theme.
I agree with the author. Content marketers, journalists and other professional writers are very good at making content sound engaging without losing the "voice" of their clients. Tech writers are generally good at presenting complex topics in very accessible ways. They develop style guides that make this easier to do at scale, and editors who are usually better at reading and tweaking over writing from scratch help put everything together.
AI is certainly able to ingest all of that and create similar work, but doing so requires A LOT of hand-holding. Without that, LLMs bias towards writing like a cross between an exec assistant who just started using Grammarly and a junior beat journalist trying to prove something no matter the framing.
Most people don't do that, mostly because writing is a means to an end for many; thus, I've seen the three-banger punchline style in academic works and Claude's EXTREMELY tired "we have Axios at home" headlines in mediums you'd never usually see them in.
What usually does me in is that LLMs take FOREVER to get their "point" across. Whiz-bang gotcha prose only works if you don't spend five paragraphs telling me something that could have gotten distilled into a two-sentence blurb.
What's worse is that summarizing with AI is really popular but doing so usually leaves out important details, and you never know exactly what unless you skim through the piece. When that piece is AI-generated, as they are increasingly becoming...yeah.
> When you know the writer personally, it becomes harder to see the text from the author’s perspective if you know it’s not her style.
I think this is why I absolutely hate reading AI-generated PR descriptions, Readmes or wiki entries at work. I work with these people every day, we talk to each other in meetings, but then I read perfectly formatted Slop in the freshly opened PR that has your name and picture attached to it, yet it's almost impossible for me to care about it because (subconsciously or not) i can't bring myself to see it as yours. Same or even worse for reviews.
We agreed not to use AI-based communication internally, including PR descriptions. I’d rather not have a description at all than an AI-based one.
I don’t understand how people aren’t embarrassed putting those kind of PRs online tbh.
For me long texts (internal docs) were definitely the hardest part. However, my colleagues were nice and all agreed to limit AI usage for writing docs that are for other people to read (and not for agents).
It undermines an assumption that until recently was nearly impossible to violate: that the author spent time and effort to produce the writing you are spending time and effort to read.
Same. I hate AI writing. AI code is okay. I can deal with that. But I want people to be able to explain things themselves. It's especially bad when some folks use a prompt to generate an even larger prompt, then pretend they "wrote a spec." Meanwhile, the spec is virtually incomprehensible gibberish about gaps, evidence, and load bearing dependencies.
Some say "give me the prompt" and I will do it myself. That would save time if we just shared prompts + model used.
AI assisted writing is so popular despite being inferior, because writing well is inherently hard. Good writing requires research, organization, style/grammar and other aspects like "turn of phrase", and all have to work together. Sit down to write something and it can feel overwhelming looking at the blank page and not knowing what to do.
The painting at the bottom of the post is actually a really good representation of what is lost with readers and writers both using AI.
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It's a quite famous painting called The Lovers by Magritte, and it's usually interpreted either as meaning that you can never truly know even the people you love, or just some other kind of frustration over being unable to connect.
I would say putting it in this context makes for an interesting reinterpretation.
Well-known paintings are sometimes used as metaphors and shorthand. I think it's fun.
I'd say that you get a strong emotional or visceral reaction out of it (it's grotesque, you don't like it, etc.) may speak to its power. It was perhaps drawn out of an emotion you are simply recognizing.
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Could you please stop posting unsubstantive comments and flamebait? You've unfortunately been doing it repeatedly - not just in this thread but in others:
https://news.ycombinator.com/item?id=50170768
https://news.ycombinator.com/item?id=50169919
https://news.ycombinator.com/item?id=50158417 (<-- edit: this was a mistake on my part - see below)
We ban accounts that post like this. I don't want to ban you, so if you'd please review https://news.ycombinator.com/newsguidelines.html and stick to the rules when posting here, we'd appreciate it.
It's not a really a bait, dang. Unless going against the chorus is considered bait. Couple of one liners from today is hardly evidence of malicious flamebait.
But I shall read the sacrad guidelines again, it's been a while.
If you have a substantive contrarian point to make, and you make it thoughtfully, that can be a good HN comment. But just throwing flamboyant pejoratives on top of an internet cliché is not that.
The first two of the other comments I liked to were just personal cheap shots—obviously not ok on HN.
I might have wrong about https://news.ycombinator.com/item?id=50158417 though; it sounded like personal snark when I read it originally ("Do you even LLM at that point?") but perhaps you didn't mean that bit personally. The rest of that comment was fine.
It's okay to not like things. No need to be rude about it.
I have a different take. Rudeness is like beauty or art: you can't meaningfully describe it or quantify it (don't overthink this part). So, we should consider the possibility that what seems rude to you is an art in itself and you should congratulate me for making you feel that/something (even though it wasn't rude: it's paradoxical, hence true art)
Are you saying art is anything that makes you feel?
You're confusing a really basic human subject with nonsensical ramblings that that aren't worth entertaining. I think most people would find this dismissive and possibly indicative that you're confused about something beyond your depth.
Can you maybe elaborate about how your communications are on the artistic spectrum?
That rather proves the point of the person you replied to.
You're authentically an asshole. The abrasive, dickish attitude you take does indeed contribute something even if just to spur conversations about authenticity.
Had you instead prompted an LLM to "have hot takes about art that provoke a negative reaction and then antagonize anyone who replies", it would be lacking that sincerity you bring to the table.
I'm very unpretentious about art. I enjoy paintings, but there's no way to know all of them. XKCD 1053 applies. I also can't paint anything, and I generally feel silly about status symbols that people didn't make themselves.
Also, I didn't say the artwork's goal is to "hate it". I was more pointing out that artists sometimes also process and show negative motions or moments. It doesn't have to be pretty.
In my opinion it's actually you who is putting art on some kind of pedastal. To me it's just a nice additional mode of communication that makes the spectrum richer. A well-known painting is an emoji deluxe.
Your style of communication is quite abrasive. It feels out of place here.
Please could you try again but without the edgy vibe?
Have you considered the possibility that other people have an inner life that is as deep as your own
Honestly asking, are you serious? If yes, can you elaborate on it?
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"Please don't sneer, including at the rest of the community." It's reliably a marker of bad comments and worse threads.
A popular circulating belief among modern fascists (as well as historical ones) is that any art that makes you feel uncomfortable is "degenerate" or immoral.
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I just wish AI was brief.
Don’t add filler words. Be straight to the point.
LLMs are still just next token predictors. Blasting out words in a forward-only way is how you write a first draft. It's a form of thinking out loud. The ideas are still forming while you generate the text. Generating the text forms the ideas.
Communicating well requires editing. Editing requires going backwards, not just forwards. It requires turning things over in your head. It requires rethinking connections. It requires knowing when one word says more than a sentence. It requires remembering what you were trying to say. It requires remembering.
LLMs don't have much of that. They can mimic some bits with loops, but usually not very well.
It seems like thinking should be the place where it can iteratively draft before creating an output. I've wondered if text diffusion models could in theory write better, thanks to iteratively rewriting/refining the text. It seems to me at least that avenues like that are worth pursuing, so I'm happy to see efforts like Mercury 3 and Diffusion Gemma.
But LLMs don’t think. Neither do diffusion models.
I think to be brief you need to be precise and it's hard for AI as it's not sure
AI always adds extra words. it's annoying how they have not fixed this yet.
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Interesting perspectives, a couple of questions that I've been pondering, and am currently curious of your perspectives on
1. It seems we are starting to see more people write like ai, is this something you have measured yet? (I never used em-dash (big fan of the parens), and I resisted for a while, re: ai, but now am trying to use them appropriately)
2. I've been reading from paper again, and my own writing style is evolving, is this too something you can/have measured?
I think someone "writing like ai" is not really the same thing as the flaws we see from ai. "Writing like ai" might mean we adopt certain conventions in how we communicate or frame ideas, but the ai flaws are more along the lines of weasel words or bullshittery; avoiding incisive ideas in favor of fluffiness, or in favor of pithy-sounding phrases that communicate nothing. That's a problem that humans have had long before AI.
Indeed, I'm currently reading Gravitas: Communicate with Confidence, Influence, and Authority by Caroline Goyder. It's phenomenal and I highly recommend it.
> (I never used em-dash (big fan of the parens), and I resisted for a while, re: ai, but now am trying to use them appropriately)
I started using the emdash after learning of the compose key feature of X11. Not tuning the emdash dial to 11 or anything, but occasionally. Now I avoid it to spare myself the indignity of someone confusing me for a chatbot. In general I prefer a more vulgar style of writing as a direct response to those chatbot tics.
Of course, that now distinct LLM style was kind of a thing before, too, but if you weren't writing some bullshit on SEO on Medium or congratulating yourself for your achievements on LinkedIn, using elements of that style wasn't such a source of confusion. Now the chatbots will frame everything as though it's an insight on B2B sales strategies that struck them when they tripped on a dog leash while jogging to work.
Some of us old enough to learn to type on keyboards without compose keys (and OSes pre unicode) learnt to use multiple dashes for en- and em-dashes -- like this. Like two spaces after a period, this is ingrained muscle memory that I don't consciously think about when typing.
I'm very glad of this now, because it means that I can still write with en- and em-dashes, while also demonstrating that my writing is not LLM-generated.
your comment was a pleasure to read :]
Definitely noticed influence of AI on my writing (and probably on my speaking as well). I probably do not like most things I pick up from it unconsciously. However, when I use AI to critique or spellcheck me - I find it's much more useful and that I've learnt something. Though it's not exactly AI writing then.
This is why I always use the 2x single dashes instead of em-dash
haha, I have instructions in my user AGENTS.md to use single dashes instead of em-dash unicode char
We have Ai that can solve any math problem or any technical problem. But we don't have AI that can write naturally like a human. Turns out the purest human intelligence is something no Ai could ever reach. We invented in the past century things like measuring intelligence with iq tests only to realise what kind of bullshit this idea turns out to be in 2026. Turns out we had the wrong mental model of what constitutes intelligence and built machines with super intelligence only in a very narrow sense of the term. We need to radically redefine our idea what human intelligence is.
Maybe. On the other hand, maybe the reason models aren't good at writing yet is because the labs don't think it's useful or profitable (yet) to focus on training models for writing prose.
I think this is it. early on, no one really know what the biggest potential for AI was, so the focus was on images, short video, and text, as those were the most obvious applications. Then in mid 2025 came the goliath of coding + math. It soon became obvious that AI being more like a smarter version of Mathematica was the future, not "the arts" .
>We have Ai that can solve any math problem or any technical problem.
Does, "How many p's are in raspberry?" count as a math problem? Because ChatGPT still returns an answer of '2'.
various open weight models now get this right by splitting the word (tokens) with hyphens or newlines
the new version of this is Jev on coin flips and dice rolls
> no Ai could ever reach
Mate we’ve only had AI for like 3 years. “Ever” is the wrong word to use here.
I don't think it's impossible. it's more like the necessary resources have not been invested in making truly human-sounding writing. Writing is much smaller market than coding. Anthropic and Open AI became so valuable from coding agents, not writing ability. Every firm is now using AI for coding. Or too early. But I believe it can be done.
I suspect the difficulty in writing is linked to the difficulty in architecting good, maintainable software. Sure the agents can sling code, but they lack so much when it comes to software development, which also involves a lot of human writing.
> Personally, I feel that I am at least a third slower reading AI-generated text, even if the length is the same.
I've been reading an AI-generated technical proposition. It was even slower for me.
> Beyond this, most models are extremely verbose, which makes total reading time much higher.
Painfully true. When I took a semster of law studies and got my first homework assignment, I was flabbergasted by how short the submission length limits were. I could barely write an introduction to my mini-paper with that number of pages! And I was expecteds to cover everything, and have an explicit conclusion, and a complete and meticulous bibliography. I struggled sooo much to be more concise and to let go of less-critical points I wanted to make! But it was a great intellectual and rhetorical exercise.
Earlier this year I got asked to take over on leading a project where all the planning artifacts were AI generated.
They were mostly incomprehensible, mutually contradictory, and only tenuously related to the problem we were trying to solve. The poor engineering team had wasted god-only-knows-how-many person-hours building the tool, only for beta users to be completely unable to figure out how to actually use it. Getting things back on track was quite the process. I would estimate that using AI cost the company about 100 times as many person-hours as the original project lead saved themself by avoiding doing any of their own thinking and writing.
AI always seems to add extra words as if it’s trying to prevent being misunderstood. human writing leaves stuff unsaid because it’s assumed people can infer.
It is interesting how despite huge and rapid advances in coding or math, AI still sucks at writing and is (mostly) obvious, at least if people are trying to pay attention. it cannot fool pangram, even though it's not clear exactly what it flags as being AI. Maybe one day AI will close the gap.
I think in coding and math you have a formal system to say what is good and what is bad, while with writing it's much more subjective and thus harder to optimise. Also I believe many of AI advancement in 2026 are linked more to the agents than to models and agents benefit a lot from having environment with clear reward functions
I've had some similar thoughts, I find it super fascinating how easy it is for most people to identify AI writing.
In the past two decades of CG etc. untold numbers of words have been spilt on the subject of the Uncanny Valley and you always get this explanation of how the brain has dedicated pattern matching circuitry and can easily flag when faces feel "off".
How interesting that the same is true for language. Turns out we're not just visual-heavy animals, but also very symbolic ones.
i don't see the value in AI closing that gap any more than i see the value in AI closing the gap on talking to my friends for me, or closing the gap on watching a movie for me, or closing the gap on taking a walk on the beach for me, etc, etc, etc; the document is the artifact of having written but the artifact is not the value
I think Pangram literally just vacuums AI slop into its training data to refine how AI writing is detected. More of it is becoming available by the day, and they have some default eval prompts they used if the methodologies in their paper are still used, so I presume doing this isn't that hard.
AI absolutely has a detectable style once you read enough of it.
Claude resay that as if I was a mentally challenged child (but without your dumb metaphors) using as few words as possible in your best imitation of a Human speaking casually without jargon and ...
(What it feels like to try and get a decent sentence out of my AI.)
[dead]
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