AI Detectors Flag Human Writing as Machine-Generated
Content creators are experiencing a crisis of recognition and value, as their work is increasingly perceived as AI-generated, despite significant effort and expertise. This leads to feelings of frustration, insecurity, and a questioning of the perceived value of their contributions. The feedback undermines the creator's investment and expertise.
SOURCES (60)
“I think individually and when used sparingly, writing tropes can be fine, but when the article has every second sentence being a writing trope, it becomes pretty obvious that either a LLM wrote it, or the author simply doesn't know how to write, and regardless,…”
“It depends on the voice. I use 3-4 types of styles in my writing depending on the context And Btw AI detectors don't work, I've proved that multiple times already and honestly this is getting tiring to explain so I won't engage any further”
“I'm a freelance journalist with autism. I'm currently in the early stages of writing a feature for a major tech publication on how so-called AI detectors disproportionately harm autistic writers with false positives. There's a growing body of academic work on this issue, and it all points in the same direction: The way we naturally write is more likely to trigger these false positives. I was recently terminated from another publication because one of these tools falsely flagged some”
“Plugged in one of Elise Pham’s newsletter installments into Pangram (widely considered the most reliable AI detector with something like a 1/5000 false positive rate). Came out 100% AI. Are we surprised? It seems like images are disabled here so here is the link to the scan of the newsletter she sent out on August 28: https://www.pangram.com/history/50021399-1e36-4b72-a5cf-87a994fdfd94?ucc=2RGcTID9apW submitted by /u/ParamedicBig4177 [link] [comments]”
“Hello, I’d appreciate if anyone has insights. So I submitted now apps for R1 to M7. I am scared of AI detectors as I used AI to shorten / improve wording etc. are these detectors used? My essays are very unique and don’t feel AI edited but I think when I reworked them in some way they appear AI when i put them on any detector online. Should I be worried? submitted by /u/No-Satisfaction7416 [link] [comments]”
“Whenever I write copy myself and ask ChatGPT/Claude or another AI to critique it, it seems to find a ton of problems and often rates it around 5–6/10. But if I ask AI to write the copy first, then paste that copy into a fresh chat and ask it to critique/rate it, it often gives it a much higher score. It makes me wonder how reliable AI actually is for judging copy. Has anyone else tested this? Do you think AI has a bias toward the kind of writing AI itself produces, or am I just reading”
“Basically the thought came from how people in the workplace tend to submit documents or templates with AI place holders or language, giving it a very unprofessional look. There are “AI detectors” but I decided to experiment with an AI powered document reviewer that annotates your document with feedback. What it looks for is: - AI writing signs - Redundancy/repetition - Vague language - Potential contradictions - unsupported claims - writing issues I currently have a very simple MVP and was hopin”
“The "it's not X, it's Y" thing is especially painful. Sure, AI overuses it a lot, but it's also really hard to avoid using when you're making an argument for or against something. Like, it would probably take me a minute of staring at the sentences in this post where it's used to come up with an alternative. And that alternative would probably involve rewriting the whole damn paragraph. I ain't doin' dat for no Reddit post, boyo! :D With that said, I do call”
“hey all. the NeurIPS Position Paper Track just used a proprietary AI detector (Pangram) to desk-reject 18.4% of all submissions. no human review, no appeal process, just out. there's been a lot of noise about this, so i went through the actual conference statements and Pangram's technical docs to see how this actually went down. the reality is wildly worse than just "the AI detector made a mistake." here are the receipts: The track chairs would have failed their own test. Indep”
“Turns out I sound like AI, thefore I am, plus running something through a bunch of AI detector sites while showing zero signs of AI, then one of them says it's AI and that apparently means it is after avoiding all of the evidence.”
“the typing test would have caught most of mine as well, but it lets one class through: phrases a human would obviously type that nobody has typed lately. i had a list of ten of those, checked each against a week of real posts instead of a year, and half came back zero. over twelve months they all looked busy. the annual number is what makes a dead phrase look alive. the other thing that beat my own guesses was stealing the phrasing instead of writing it. the lines i came up with myself returned”
“After writing my research proposal on my own I though I might check it for ai and paraphrasing and guess what,, it says 95% Human writing!!!!!!!!!!! what should I doo lmaoo. https://preview.redd.it/y60ak1tenjnh1.png?width=740&format=png&auto=webp&s=4e717794f5d660b8f04581bbe255dd065f3639c0 https://preview.redd.it/0vbxy1v1ojnh1.png?width=666&format=png&auto=webp&s=6bd2e0bbad489e55c16c3e5a343dc05a1cfd5a61 submitted by /u/EquivalentIcy4373 [link] [comments]”
“You might want to give them a warning before you actually get into it and the detection tools suck...I just said yesterday (online AS) "I expect going forward that the work I read from you will be your thoughts, in your voice, generated from your brain in this and any other course you take from me." I have taught writing in one way or another (high school, community college, as a committee member) for 45 years and...of course you can just hear it, like the uncanny valley of words.  ”
“I am almost finished with my personal statement. I wrote the entire thing without ai and plugged it into an ai detector because my writing has been prone to the crappy ai detectors on Google (like in English class and stuff). Anyways, I plugged it into some detectors and received anywhere from 20, 30, to even 40 percent. Am I cooked? Do colleges use these ai detectors if any at all? submitted by /u/zuliiiiii [link] [comments]”
“I was just wanting to clean pillows, but I ran into these videos -- see photo. I know the "Bertha" Mexican way are AI, haven't dug into the other. But did the Bertha AI video take from the other video? I really with there would be a disclaimer at the start that AI is used. It just makes me mad....!! submitted by /u/Denan004 [link] [comments]”
“One of the things that I think a lot of people get confused about is "writing" vs proper written communication of ideas. HN is full of people posting AI-generated copy-paste "writing" about whatever it is they've built, or an idea they've had, or whatever.A lot of that writing is really bad because of the AI smell, the clunky structure and cliché-ridden awfulness, but strangely some people respond positively to it, because it feels like it might be good writing: it's dramatic, it's got the "AI m”
“I avoid using AI in my notes because AI changes writing to sound different intentionally and it creates information where there are gaps. That does not seem to be an honest representation of what happens in a session. This is a clients medical record. Signing the note means the clinician is 100% responsible for every word in that note. I would not want to be cross-examined with a binder of AI notes in front of me.”
“So annoying. I thought it might've been the visualiser, but all of our other songs are fine. None of the writing, recording, or production are AI and we hate the idea of using it creatively. submitted by /u/saintseymouruk [link] [comments]”
“> Wouldn't it better to run your own checker instead of asking to discloseDo you know of a "checker" that can reliably detect AI-assisted writing with 100% accuracy? One does not exist.> If you anyway intend to use the checker then kindly do no ask to disclose it, coz what's the point then.You appear to think in absolute terms. I am guessing you are very young.”
“I'm with you on the framing, the goal shouldn't be AI text that sounds "human" in the abstract, it should sound like the specific person using it. Your vocabulary, your rhythm, your opinions. That's what actually makes it feel natural, not casual. That's exactly the problem imperfectly tries to solve. It learns your voice from samples, your sentence breaks and shortcuts, then rewrites so the draft keeps your thought but reads like you wrote it. Free tier is live. Do you”
Feature Request: Inline AI Responses for Better Text Comparison
“Until 5 years ago, everything (okay, mostly everything) you read was written by a human. "Someone" had something to say. They put some thought and effort into it, and used words to convey their point. Whether it's information, their feelings, their experiences, a joke, something genius or totally uninteresting. I used to love reading, seeing how other people think, what they experienced and how I could learn from them. Even the logistics of it I'd find interesting, like "h”
“Hello Folks, For context- Indian male, Non-engineering/IT background, Have been pondering over the idea of writing my own essays, and using AI models to edit/polish my essays, for people who’ve been through this journey, would you recommend this strategy? I’m not targeting M7 in the US btw, maybe T15/T20. Would love to know if this is a prudent strategy. submitted by /u/soprano1129 [link] [comments]”
“Nice explainer. One nuance I’d be careful with: “the brain doesn’t think in words” is broader than what the study seems to establish. The stronger result is that the natural-language network is not necessary for the kinds of inductive and deductive reasoning tested here.The AI implication is fascinating though. We tend to build systems where the language model is simultaneously the language interface, memory, planner, reasoner and controller. Human cognition may be pointing in the opposite archi”
“Try it here: https://turing-writing-test.vercel.app Every commercial AI detector we tried clears these exact passages (Pangram: 0/10 flagged) You get 10 passages, one at a time. Half are real paragraphs. Half were written by Qwen3-8B-Base: LoRA fine-tuned on 390k words of public human written posts, then trained with GRPO (composite reward: style discriminator + pairwise judge against the real passages, discriminator re-trained on fresh rollouts so the model can't hack a frozen classifier).”
“I'm looking at originality.ai and I'm suspicious. Their roundup of studies is largely ones from 2023 (and I don't think any AI detectors from 2023 actually worked), with a few newer ones that nonetheless don't include Pangram among the detectors that they're comparing (which I consider highly suspicious and possible evidence of cherry-picking). A quick internet search surfaces various anecdotes suggesting that originality.ai has a high rate of false positives compared to other detectors (and in”
“Checking the following with another AI checker and it says 100% AI generated. (https://originality.ai/). We should run each check on multiple checkers if you want to provide a substantive claim that something is AI-written or not. This habit of just putting text in a "AI text checker" and then treating whatever it says as the truth is absolutely one of the worst things to emerge in recent times. You should check out the CEO of Pangram who uses this to go on witch hunts on X and even though the a”
“"or report or deisgn or whatever was written/created mostly or entirely by a human" Do you think this will become more widespread, and do you think funders and grantors will see your application any differently? For those of you working at foundations or in grant-making, would this do anything for you? I listen to lofi and have been intentionally only watching/listening to youtube videos where the music was entirely human-made. I realize that I and many people in the comments specifica”
Store the keystrokes in real time on the server. Way harder to fake
“future models can potentially be trained to recognize and remove that noise. or just "see through it" by that just being what things look like. They could even start generating images with similar style noise baked in.”
“No, this would be literally you (the user) checking "this is AI generated" before you post something publicly. Platforms can auto mark it if they detect a watermark like SynthID but they can also leave the choice up to you.The point is making it easier to go after bot accounts that spam generated videos to influence politics. They need to disclose that its AI and lose their power or lie and get criminally prosecuted.It's not the same thing as model providers adding a mandatory watermark to every”
“It's my article, it is about how to circumvent any even theoretical optimal AI watermark based on statistical biases through pseudorandom generators like Google's SynthID. OpenAI will likely or has likely already implemented something similar. Let me know what you guys think. Generally, I do not think watermarking is the right solution, hence I am sharing my idea how to circumvent it. How many thesises are out there that are basically slop but made with human effort. Now text length is n”
“Behold the end of version control as a way of monitoring for anything: Autotypers slowly drip words and sentences into documents, making it appear as if papers were typed at a human pace when in fact, they were produced by A.I. They even fabricate typos, deletions and revisions. https://www.nytimes.com/2026/06/18/us/ai-apps-students-cheat.html submitted by /u/Boggles103 [link] [comments]”
“Does HN do proactive detection and/or flagging of comments determined to be AI generated?I understand if information publicized on how this process might work is intentionally restricted, so as not to be easily circumvented. I'm also not asking this in a pointed or judgmental way with respect to HN, I'm mostly just curious how various social platforms are approaching this problem.”
“i wrote my entire personal statement by myself. first draft was like 900 words. then cut it down by myself to 650. just for fun i ran my essay through an ai checker (gptzero), where it scanned as 83% human and 17% ai. is this something to be concerned about, and should i reword the sentences it highlighted? i didnt use ai at all in the writing process so im not sure if admissions officers will scan my essay and this is bad or if this is a problem or something. submitted by /u/Perfect”
“The bigger issue is not whether AI can produce readable prose. It is that publishers have no reliable standard for disclosing or verifying how much of a manuscript was generated, edited, or merely assisted by AI. A blanket requirement that a book be “wholly written” by one person is also increasingly difficult to apply. Authors already work with editors, researchers, ghostwriters, and software. The industry needs clear contractual rules around disclosure, copyright ownership, and acceptable AI a”
I think what they mean is, OP is most certainly not a 14-year old.
“The 5-word / 60-character constraint makes the experiment immediately understandable. One thing I’d add is a short explanation of what dataset determines whether a phrase is “original.” Without that, users may interpret the result as universal when it may only mean unseen in your database. A small “How we decide” link would make the result much more credible.”
“I think we may be looking at AI writing from the wrong angle. A lot of people seem focused on making AI-generated content “human,” but maybe the better goal is making it sound like the actual person who is using the AI. Think about how differently people naturally write. One person might use very short sentences and get straight to the point. Another might write huge paragraphs and explain every little detail. Someone else might use humor constantly, while another person keeps everything simple”
“When people complain about AI writing, the word “robotic” comes up constantly. I understand what they mean, but I don't think that's always the biggest problem anymore. A lot of AI-generated writing doesn't sound obviously robotic. It sounds perfectly normal. That's almost worse, because you can read an entire paragraph without finding anything technically wrong with it and still feel like you've read the exact same paragraph somewhere else. That's what got me interested”
“As a writer, your job is to make your written work impactful and memorable. Part of the changing tides of this new technology is that it changes the norms and “bare minimum”. The false positive idea you’re talking about kind of rings true, but too many people are using it to give the benefit of the doubt to people who don’t deserve it. Any writer (or script writer) worth their salt will recognise what makes a script sound stale and AI-written and actually adapt. They will recognise mannerisms th”
“It contains "it's not x, it's why", cheesy quips with analogies, and there are em dashes as well. There's ai all over this.”
“I get questions about academic papers I've written from non-academics sometimes. It's fun, I like that people are reading. However, some of them are clearly written by AI. I typically answer anyway, but on my most recent, I appended at the end:> P.S. I intuit, and Pangram agrees, that this last email was AI-generated (and apparently so was the first one, now that I checked). As general career advice, I wish to observe that learning to write emails unaided is an extremely valuable skill in the du”
“I was agreeing! You said it yourself: "Vibe writing vs AI assisted writing".The people complaining are talking about vibe-writing or heavily-AI-assisted writing.EDIT: My point is, most people taking the "anti-AI" stance here wouldn't have a problem with Grammarly or AI to double-check spelling. It's a gradient.EDIT 2: I wrote a lot of stuff without double-checking. Just editing to clarify what I mean. :D”
“Every AI writing tool leaves the same fingerprints. Balanced "on one hand, on the other hand" hedging, tidy three-item lists everywhere, and a closing paragraph that just restates the intro. I stopped trying to prompt those out up front and started running a second pass whose only job is to remove them. Paste your draft, then this: You are editing the text below. Do not add ideas or change the meaning. Make only these changes: 1. Delete any sentence that restates a point already made.”
“Your post is way too long for it not to be also written by AI. There's way too many words to explain a simple point. So I'm not going to bothered reading your entire essay. With that said here's my seriously human written counter argument... If I write a letter myself the way I'm now writing this reply, then obviously I can the further explain my thoughts behind the post and expand on my point of view using the same language or style. If I let AI write my reply it will be hard fo”
“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 c”
“There is a peculiar new ritual emerging around AI-assisted writing. Someone encounters an argument they suspect was developed with an LLM and issues a challenge: explain it without the model. Reproduce the argument from memory. Account for every part of it yourself. Prove that you actually understand what you supposedly wrote. It sounds reasonable until you apply the same standard to the person making the demand. So let's try that. Before I explain my argument without assistance, I'd lik”
“I’ve see people say not to copy paste AI cause it lacks “voice,” but do people actually use AI to come up with personal anecdotes? Idk I just find it kinda surprising if so Edit: I haven’t done it. Just want to know if some people have scenarios where they know others have submitted by /u/Past_Environment_192 [link] [comments]”
“Statistical analysis and data mining of copyrighted works is explicitly covered by fair use. Federal copyright law would need to be changed to require the copyright owner's permission.”
“Hi! New to this sub. I scrolled and looked for this topic but didn't see it; sorry if I missed it. What apps do folks use to detect AI-written work and how reliable are they? I am planning to forbid AI use in the work my students submit, with dire consequences if detected but I'd like to be really sure before pulling the trigger. Does some combo of detectors work well? Thanks! submitted by /u/RubberDuckyRampage [link] [comments]”
“I didn't claim that I could determine whether AI wrote the prose, or even parts of it. Nor am I trying to discourage folks from writing (actually the opposite, I even thanked Ben for the demo!).What I observed are overused, and recognizable, stylistic patterns that have become quite common in LLM generated prose. In this article alone there are three "here's the X" rhetorical signposts, well over a dozen neatly constructed reversals/antitheses ("not X but Y," "solved X and created Y"), repeated”