How to deal with all the low effort AI content online
Online spaces are being flooded with generic, AI-generated posts and comments that lack personal insight and clog up genuine discussions. This wave of robotic noise makes it exhausting to find authentic conversation and forces members to constantly weed out regurgitated text.
What the numbers show
Counted from the threads quoted below. How we count
- It goes quiet, then comes back — 3 separate clusters since February 2026.
- This comes up 89.1× more often in Hacker News than across the site as a whole.
What people tried
Every workaround mentioned in the threads below. We haven’t tested any of them — and nobody here is claiming they worked.
Found another way around this?
Share your steps and trade-offs so fellow engineers don't have to reinvent the wheel. No account required.
- 1Ignoring or downvoting obvious AI-generated responsesDid this help you?
- 2Calling out users who paste unedited AI repliesDid this help you?
- 3Using AI strictly as a private writing assistant to polish personal drafts rather than generating whole commentsDid this help you?
- 4inspecting background details like shrubbery for anomaliesDid this help you?
- 5looking for visual inconsistenciesDid this help you?
- 6finding smaller forums that are not big enough to be worth trying to manipulateDid this help you?
- 7Using multiple backup evidence tools like TurnItIn, Pangram, and CopyleaksDid this help you?
- 8Checking version and revision history in Google Docs to spot copy-pastingDid this help you?
- 9Relying on personal experience, teaching style recognition, and 1:1 student interviewsDid this help you?
- 10Requiring paper and pencil assignments done in class with no devicesDid this help you?
- 11Messaging the seller to obtain a refundDid this help you?
- 12Doing follow-up conversations in person instead of emailDid this help you?
- 13Having a friendly chat advising the coworker to use less LLMDid this help you?
- 14Getting the coworker's boss involved to establish firmer rulesDid this help you?
- 15Using configuration files like CLAUDE.md or rules to enforce concisenessDid this help you?
- 16Switching to specific predefined concise output stylesDid this help you?
- 17Setting up startup hooks to force-read markdown instruction filesDid this help you?
- 18Manually asking the model to provide the short versionDid this help you?
- 19browsing old forum posts from years agoDid this help you?
- 20requesting sub-reddits to add specific content flairs to filter postsDid this help you?
- 21Asking communities for specific shop recommendationsDid this help you?
- 22Ignoring the administration's use of AI materials and focusing on teachingDid this help you?
- 23Refusing to use generative AI materialsDid this help you?
- 24Finding ways to use the administration's AI output maliciously or obnoxiously in protestDid this help you?
- 25Support free, local modelsDid this help you?
- 26Use custom chat templates or control syntaxDid this help you?
- 27Configuring specific skills to remove fluff and reference exact code or tab names for documentation, and using AI purely for research or technical guidance rather than creative content.Did this help you?
- 28Making all educational materials completely by hand or pre-AI styleDid this help you?
- 29Using AI strictly for brainstorming ideas or checking solutions rather than generating entire handoutsDid this help you?
- 30Thoroughly reviewing, editing, and reworking AI outputs before presenting them to studentsDid this help you?
- 31heading off the InternetDid this help you?
- 32watching every tiny detailDid this help you?
- 33Leaving established careers to try something independentDid this help you?
- 34Leaving critical feedback or warning others on community forumsDid this help you?
- 35Avoiding low-effort AI content to keep products original and properly madeDid this help you?
- 36Reporting AI-generated posts and comments using the report buttonDid this help you?
- 37Moderators issuing temporary or permanent bans for AI usage violationsDid this help you?
- 38Relying on traditional inline translation tools rather than full LLM translationDid this help you?
- 39Copying and pasting old work and manually updating it insteadDid this help you?
- 40Restricting the tool to user-provided source documents to reduce hallucinationsDid this help you?
- 41Prompting the tool to 'show its work' step-by-step to improve calculation accuracyDid this help you?
- 42Writing the material manually from scratchDid this help you?
- 43abandoning articles or posts part way throughDid this help you?
- 44retreating to media and content created before 2023Did this help you?
- 45prompting LLMs to only offer objective critiques rather than suggesting specific wordsDid this help you?
In their words
Unedited, grouped by where they were said, most upvoted first within each place, each linked to the thread it came from.
“I'm seriously at my breaking point with all this AI slop.”source ↗
“My admin decided to 'help' by AI generating posters of all the standards with pictures.”source ↗
“They started to complain how other teachers turn out entirely AI made handouts and use AI presentations. They call it slop.”source ↗
“My students use “AI slop” as an insult. Example: my best trumpet player struggled through a key-signature heavy warm-up at the beginning of this year and said “sorry miss, that was such AI slop” at the end of class.”source ↗
“EVERY graphic at my school is now AI. The kids hate it.”source ↗
“I’ve tried it to make tests for me, or just example problems for algebra, and it’s awful. It won’t even get the topics I enter correct and I have to write the whole thing from scratch anyway.”source ↗
“I tell you that we spent more time pointing out all the factual errors in the slides than we did actually discussing changes to the safety policy. Every single time we did that, he tries to wash his hands of it by going, "I didn't write this. ChatGPT did."”source ↗
“I'm not sure AI checkers are reliable to be honest.”source ↗
“Not at all because i have to edit it so extensively afterwards that it would have been quicker to write it myself”source ↗
“My admin loves AI slop. It drives me nuts.”source ↗
“There are no reliable "AI checkers." They literally just don't work.”source ↗
“Nope. They do not work well at all. Even Turnitin isn't accurate.”source ↗
“We have a teacher at school who primarily uses ai. All his materials are on the same topic but don't quite align like they don't go together and it's really frustrating. You can tell it's low quality.”source ↗
“Overall to me it just shows a laziness and a lack of care for quality work. I have never been happy with what AI turns out I often spend more time fidgeting with prompts and fine-tuning the end product that I do if I just create it myself.”source ↗
“I have been using the checked4ai chrome extension for google docs but the results seem a bit unreliable for the ai checking side.”source ↗
“Other times I end up rewriting half of it and think I probably could’ve just done it myself.”source ↗
“It's getting worse and there are no direct rules against it.”source ↗
“Seriously though if I could go a day without hearing or reading someone regurgitate some AI nonsense, I’d be a lot happier.”source ↗
“I have a personal policy of going off at anyone who pulls the “here’s what the AI said” when talking with me.”source ↗
“It’s so depressing, as someone else mentioned, to read soulless posts all following the same script, finishing with a “for those who have” or an “I’m genuinely curious“.”source ↗
“All for this. Sick to death of opening what looks at first glance to be an interesting thread, only for it to be abject slop that reads identically to the last thousand”source ↗
“I come here to interact with humans, typos and all.”source ↗
“BASED. I'm so fucking tired of ai slop posts”source ↗
“I finally sat down to complete it, and there were some pretty major inaccuracies in the design.”source ↗
“It was obvious to me that the listing picture was AI generated before purchasing, but I stupidly purchased it anyway thinking the pattern itself was not AI.”source ↗
“Meanwhile, a lot f people are flooding Etsy with AI-generated patterns that seem to be made in minutes and listed immediately.”source ↗
“Some of them are selling these patterns for as little as $0.99, which makes it extremely difficult for genuine designers to compete.”source ↗
“I’m also worried that, with so muc low-quality content being uploaded from Pakistan, Etsy could eventually introduce even stricter restrictions for sellers here.”source ↗
“I genuinely enjoy designing crochet and sewing patterns and want to keep doing this long term, but with such low margins and so much mass-produced content, I’m worried about whether it will still be sustainable.”source ↗
“I'm sure I'm not the only one who's noticed, but nearly every post on Hacker News is getting LLM comments now.”source ↗
“But seeing this infestation, and the rate at which it is growing is very demoralizing.”source ↗
“I've accepted that the "Old Internet", the one in which most content was clearly human generated (for better or for worse) is dead.”source ↗
“More people showed up just to argue, rather than to have curious conversations. More zealots and shills, less thought.”source ↗
“I've been messing around with output styles for a bit to try and reduce the madness that is opus 5's extremely disorganized and verbose output.”source ↗
“I've had to put hard rules into Claude - and I still have to reinforce them - not just CLAUDE.md (make sure not over 40k characters) but hooks that force a read of .md files on startup, etc.”source ↗
“"As a Language Model..." is one of the beginnings of a sentence I hate the most from LLMs and is the reason why I support free (as in "Liberty"), local models.”source ↗
“As someone who is aggressively pro AI, I've also noticed how awful everything is to read lately. It's always so hard to put my finger on the exact thing, but it's a mixture of everything sounding identical and everything being a rambling unconcise mess. I find I routinely start reading interesting posts and just .. stop part way, abandoning it.”source ↗
“I just can't seem to stay interested and read LLM text. It just seems to lack going somewhere, its information density is often really low and its full of odd isms that I don't find very interesting to read.”source ↗
“The voice is one thing, but I have encountered multiple 'tech support' teams and platforms that will respond to me in pure, unedited LLM output.”source ↗
“I currently have a case open with Honda corporate customer support, and I have this suspicion that the email responses I receive are being generated with an LLM directed by a human. Either that, or I'm corresponding with a human who has poor written communication skills. The text grammatically correct, but overly verbose and repetitive.”source ↗
“How do you get through to a colleague who is using ChatGPT to outsource ALL of their thoughts and opinions?”source ↗
“2 days later, we'll get AI slop in our inbox for their assigned action items but it ends up meeting NONE of the criteria discussed in our meetings and ultimately overcomplicates the entire point of what we were trying to do.”source ↗
“I genuinely don't know how to approach this moving forward.”source ↗
“I'm a professional application architect with 25 years of experience and I can't make a website in 1 day; with AI or not.”source ↗
“Look at other posts by OP, it’s all vibe coded slop for $400.”source ↗
“people with absolute zero real world experience thinking they have the skillset of a senior, lead, architect and can go for the leadership positions is what's screwing this industry more than anything.”source ↗
Where this came up
People with this problem also raised
- 3School administration replacing student art with AI posters
- 25Why does fixing AI mistakes take longer than doing it myself?
- 16How to push back against forced AI tools at work
- 12Students forgetting to delete AI chat prompts from school essays
- 6Why am I getting falsely accused of using AI to write?
- 6AI is better at software architecture and patterns than I am