Wikipedia:WikiProject Deletion sorting/Suspected AI-generated articles

This is a collection of discussions on the deletion and merging of articles related to Suspected AI-generated articles. It is one of many deletion lists coordinated by WikiProject Deletion sorting. Anyone can help maintain the list on this page.

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Further information
For further information see Wikipedia's deletion policy and WP:AfD for general information about Articles for Deletion, including a list of article deletions sorted by day of nomination.


Archived discussions (starting from September 2007) may be found at:
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Suspected AI-generated articles

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Windward (maritime AI company) (edit | talk | history | protect | delete | links | watch | logs | views) – (View AfD | edits since nomination)
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Several WP:AISIGNS in this article. There's a WP:RO3 inside another RO3 in the first paragraph. The entire article for the most part was created in one edit that was made only 22 minutes after the creator's last edit (while obviously people can edit in different tabs, this is something to take note of). And even if it wasn't generated by a WP:LLM, it still comes off as WP:PROMOTIONAL, and the creator has disclosed they are a paid contributor. Shocksingularity (talk) 01:38, 15 October 2026 (UTC)reply

  • Comment (article creator; disclosed paid contributor, see my user page): Responding to the points raised. On notability - the company has a decade of in-depth coverage in independent reliable sources, including the Wall Street Journal (2015), Financial Times (2016), The Times (2017), BBC News (2018), Reuters (2025), The New York Times (2026) and The Economist (2026), and its data has been cited in UN Security Council Panel of Experts reports. I believe this satisfies WP:NCORP. On the single-edit creation - the article was drafted and sourced offline over several weeks and many hours, and pasted as a finished draft; my paid COI was disclosed per WP:PAID before creation. Every statement is cited and was checked against its source. On tone - I'm removing trademark symbols per MOS:TM and reworded the phrasing flagged as promotional, and I welcome pointers to anything remaining. I will fix it, or any editor is welcome to. Given the extensive sourcing, I'd ask that fixable concerns be handled by editing rather than deletion (WP:ATD). BetweenTheFootnotes (talk) 02:02, 15 October 2026 (UTC)reply
  • Note: this discussion has been included in the AfD sorting lists for the following topics: Companies, Artificial intelligence, Suspected AI-generated articles, Israel, and Washington, D.C.. Spiderone(Talk to Spider) 06:45, 15 October 2026 (UTC)reply
NoviSpy (edit | talk | history | protect | delete | links | watch | logs | views) – (View AfD | edits since nomination)
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Likely violates WP:LLM - Blatant WP:AILIST in "Technical characteristics and deployment" section. Page created in a single edit by a low-activity editor who had not edited since January 2025. Shocksingularity (talk) 02:24, 15 October 2026 (UTC)reply

Tariq Lawal (edit | talk | history | protect | delete | links | watch | logs | views) – (View AfD | edits since nomination)
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I propose draftifying because there is potential for notability for this person for their awards but the article was clearly written using an LLM. The author has had similar drafts rejected due to this issue but has expressed a willingness to improve the articles. I do have concerns regarding their brief edit history. Se7enNationArmy2024 (talk) 17:48, 14 October 2026 (UTC)reply

Dmitry Volkov (entrepreneur) (edit | talk | history | protect | delete | links | watch | logs | views) – (View AfD | edits since nomination)
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Soapboxing article that's so full of LLM-generated stuff that I can't even see anything worth rescuing. If we're TNTing this instead, then my suggestion will be to not translate the corresponding article from Russian Wikipedia but to start with our own accepted sources... 海盐沙冰 / aka irisChronomia / Talk / Uploads 11:58, 14 October 2026 (UTC)reply

SWE-bench (edit | talk | history | protect | delete | links | watch | logs | views) – (View AfD | edits since nomination)
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AI slop, see explanation in the {{AI-generated}} tag and Wikipedia:AI_noticeboard#User:Kukuryza. sapphaline (talk) 10:26, 14 October 2026 (UTC)reply

Speedy Delete AI slop indeed. The user has been blocked due to this article and a huge number of other reasons. Shqiptar1999 (talk) 19:57, 14 October 2026 (UTC)reply
Second French-Senussi War (edit | talk | history | protect | delete | links | watch | logs | views) – (View AfD | edits since nomination)
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I couldn't find reliable sources confirming the "Second French-Senussi War" as a separate conflict. The article may combine different campaigns, which looks like WP:OR or WP:SYNTH. AriuCH (talk) 22:45, 11 October 2026 (UTC)reply

Sophia Sinot (edit | talk | history | protect | delete | links | watch | logs | views) – (View AfD | edits since nomination)
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The subject's notability is unclear, as the article is little more than a stub and does not establish why the subject merits a standalone encyclopedia entry. The article also reads as though it may be AI-generated and more like a promotional piece than an encyclopedic summary Sittin Courtside Teeda (talk) 17:51, 12 October 2026 (UTC)reply

It's hard to feel like this isn't retaliation for my reverts of the nominator's edits at Tinashe (User talk:Wracking#A message from Sittin Courtside Teeda). I wrote this article, and I did not use AI to write it. Wracking talk! 18:14, 12 October 2026 (UTC)reply
Wellness guru (edit | talk | history | protect | delete | links | watch | logs | views) – (View AfD | edits since nomination)
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Created with an LLM in the same fashion as was discussed in this previous AfD. Per WP:NOLLM, article creation with LLMs is not allowed, and the RfC that led to NOLLM was explicit that there is no grandfathering-in of LLM-generated articles that existed before the adoption of NOLLM. There is also no provision in NOLLM to allow LLM-generated content that has been reworked by a human: generating article content with LLM is just not allowed. In this AfD I am nominating not only Wellness guru but also

Transnational cinema in India (edit | talk | history | protect | delete | links | watch | logs | views)
Food Freedom Acts (edit | talk | history | protect | delete | links | watch | logs | views)
African American film score composers (edit | talk | history | protect | delete | links | watch | logs | views)

because they, too, on their talk pages indicate they were generated with an LLM. Einsof (talk) 00:25, 12 October 2026 (UTC)reply

  • Delete: LLM is a no-go. Full stop. Draft some version of this if you want to, but we don't keep LLM output. Oaktree b (talk) 16:40, 12 October 2026 (UTC)reply
  • Keep per Pharos. The article nominated for deletion was being worked on, and looking at the page history, in fact there was a pretty large cleanup edit made in between the article being de-PRODded and this nomination, along with other smaller ones. This demonstrates, through action, that the article is being fixed and the LLM issues are surmountable. If users have committed to fixing the article (and crucially have demonstrated through action that they are doing it, like on this page), I don’t see why the page needs to be deleted. Nominating a page for deletion while the issues with it are actively being fixed feels like throwing the baby out with the bathwater. The other pages can be revisited later and should be evaluated separately, but they similarly should not be deleted if the outstanding issues are surmountable and users are working to fix them, as it appears to have been expressed here. DraconicDark (talk) 16:45, 12 October 2026 (UTC)reply
  • Delete, this fails NOLLM and should have been deleted already. No prejudice against someone else writing a new article on the topic. ‑‑gurkubondinn 20:12, 12 October 2026 (UTC)reply
  • Keep in support of comments made by Pharos and DraconicDark. The text on this page is no longer displaying the problematic LLM-generated content. It contains the kind of useful information and citations that are in keeping with the spirit of Wikipedia. The community needs to take care to support students and educators who chose to be bold in their approaches to editing. Future students should be allowed to fix this page further.--Mozucat (talk) 20:17, 12 October 2026 (UTC)reply
    The text on this page is no longer displaying the problematic LLM-generated content. Well, no, one can immediately see that the opening sentences of the article are materially unchanged from when the article debuted in mainspace, which is true of large portions of the article body as well. Any LLM-generated content is problematic LLM-generated content, even if it is subsequently massaged by a human. WP:NOLLM, established by community consensus, simply prohibits it. Einsof (talk) 13:55, 13 October 2026 (UTC)reply
Te Komititanga (edit | talk | history | protect | delete | links | watch | logs | views) – (View AfD | edits since nomination)
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LLM-generated article. See talk page for evidence. Features hallucinations and close paraphrasing. Traumnovelle (talk) 20:11, 11 October 2026 (UTC)reply

Delete for the AI reasons already stated, but I don't think there should be a prejudice against remaking the article in future by an interested editor who doesn't use an LLM to do so. Turnagra (talk) 06:20, 12 October 2026 (UTC)reply
Comment. I am the original author of the article and admit to using an LLM for research and sketching out the article. I have read the appropriate guidelines surrounding LLM use and will not use it ever again for Wikipedia-related purposes.
I believe that the article is notable. Most of the article was written by hand, but suffered from poor reference placement (which led to suspicions that there were hallucinations). I have added the correct sources in the correct locations to the best of my knowledge now, and rewritten both human and AI generated sections of text that read as promotional, flowery, or nonsensical.
I personally think that the article is still salvageable as honestly it's mostly human rather than AI slop. As the original author though I don't know if I am allowed to be the one rewriting it, as I'm not well versed in Wikipedia guidelines (hence this discussion existing in the first place)! Kika.txt (talk) 10:39, 12 October 2026 (UTC)reply
You are allowed to be the one rewriting it, and you are encouraged to do so. Currently, however, you are not rewriting the article, but editing the existing, AI-generated article. I would recommend that you stubbify the article (reduce it down to a single sentence or two), cite the sources that demonstrate notability, and then gradually expand the article at your own leisure. Kisseran (talk) 10:57, 12 October 2026 (UTC)reply
Hello, I see what you mean, so 'rewriting' means deleting and writing from scratch, rather than paraphrasing and tweaking sections. If the article ends up being deleted, will I lose the progress on it? Could it perhaps be moved to a Draft so that I can rewrite it leisurely alongside anyone else interested, and submit it for review once good enough? Kika.txt (talk) 11:14, 12 October 2026 (UTC)reply
At this point, you'll have to convince the AfD participants here to vote for draftification, if you want the article to be draftified. You might wish to save the links to the sources you've gathered somewhere off-wiki, if this is deleted. Your options here are either to reduce the article down to one or two sentences and convince everyone here that what remains is both free of LLM text and demonstrates notability, or to let this article get deleted, and create a new article later. Kisseran (talk) 12:03, 12 October 2026 (UTC)reply
For what it's worth, I'm happy for it to be draftified as one of the delete !votes if the original author is going to work on bringing it up to scratch. I'd be happy to help where I can too. Turnagra (talk) 18:18, 12 October 2026 (UTC)reply
The issues with the prose are not just verifiability but also close paraphrasing by the LLM. Close paraphrasing is a plagiarism issue so the text cannot simply be adjusted, it needs to be fully rewritten. I'm not against dratifying but it'd be better to rewrite the whole thing in which case the retention of the original version is unnecessary. If you plan on starting a new version from scratch a draft can be created regardless of this AfD outcome. Traumnovelle (talk) 20:48, 12 October 2026 (UTC)reply
  • Out of the references provided only Stuff and The Spinoff (hardly a serious publication) cover the square itself. The NZ Herald and RNZ references are passing mentions. Also LLM is a valid deletion rationale, it is even a speedy deletion rationale when it is blatantly obvious. Traumnovelle (talk) 03:13, 14 October 2026 (UTC)reply
AceMob OG (Rapper) (edit | talk | history | protect | delete | links | watch | logs | views) – (View AfD | edits since nomination)
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Not notable. All sources are primary or lists. Likely AI generated. - TurquoiseGoose•they/them•(talk) 19:31, 11 October 2026 (UTC)reply

Delete... bro is this guy's only fan [Humor] — in all seriousness, I would look into if User:Depaps is COIing. Also, they kept moving it out of draftspace it seems. Okkirae∤(䆿±䋚) 21:02, 11 October 2026 (UTC)reply
Delete Zero notability besides a few databases and  Looks AI-generated to me. Goobab (talk) 17:43, 12 October 2026 (UTC)reply
GRB 211211A (edit | talk | history | protect | delete | links | watch | logs | views) – (View AfD | edits since nomination)
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The article seems to be generated by AI Abdullah1099 (talk) 04:27, 11 October 2026 (UTC)reply

Cannibalism in the Arab world (edit | talk | history | protect | delete | links | watch | logs | views) – (View AfD | edits since nomination)
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AI-generated "X in Y" article, and heavy on WP:OR, with far too much reliance on primary sources, none of which discuss the topic as a cohesive whole. Rather, it's a bunch of cobbled-together mentions of the topic in disparate sources. Violates WP:NOLLM, WP:OR, and I'm getting hints of WP:NONAZIS as well, with passages like "the Quran does not command cannibalism..." WeirdNAnnoyed (talk) 23:01, 10 October 2026 (UTC)reply

Ferrock (edit | talk | history | protect | delete | links | watch | logs | views) – (View AfD | edits since nomination)
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Deletion per WP:TNT. It is uncontested that a LLM has been used in the creation of this article. Some cleanup has been attempted but a quick verification of selected excerpts still shows signs of problems. ~ BlueTurtles | talk 09:12, 10 October 2026 (UTC)reply

List of electronic music producers with a doctorate (edit | talk | history | protect | delete | links | watch | logs | views) – (View AfD | edits since nomination)
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No reason to be a standalone list. Doesn't meet NLIST. AI generated and COI. - TurquoiseGoose•they/them•(talk) 22:39, 9 October 2026 (UTC)reply

Veridical perception (edit | talk | history | protect | delete | links | watch | logs | views) – (View AfD | edits since nomination)
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Looks suspiciously AI-generated. Most of the page was created in just one edit and the lists starting with bold text in the "Anecdotal evidence" and "Prospective studies" sections are common WP:AISIGNS. Shocksingularity (talk) 22:30, 9 October 2026 (UTC)reply

Susana Villa (edit | talk | history | protect | delete | links | watch | logs | views) – (View AfD | edits since nomination)
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This article was previously declined AfC multiple times, moved to mainspace twice, and both times was draftified by other editors for lack of notability. The correct mainspace title Susan Villa then got creation protected due to the moves, then Lau125 (talk · contribs) moved it to this incorrect title in mainspace anyway. I don't think the current sources meet notability. They are either primary or nonsignificant. - TurquoiseGoose•they/them•(talk) 19:45, 9 October 2026 (UTC)reply

Mannequin Records (edit | talk | history | protect | delete | links | watch | logs | views) – (View AfD | edits since nomination)
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Clearly AI-generated. It does have WP:AISIGNS, as flagged by another editor, and an LLM detector has added to the evidence, to make it nearly conclusive. The link to the check is here Equivalent-Text2598 (talk) 19:45, 9 October 2026 (UTC)reply

2026 Bengaluru Freedom Park protests (edit | talk | history | protect | delete | links | watch | logs | views) – (View AfD | edits since nomination)
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Does this even meet WP:NEVENT? There's obvious unnatural title cases, which I can only imagine that this was created with LLM assistance. While all sources here are reliable, we should probably draftify this since it started just yesterday. — SimpleObjects-9ei 🍂/🌰/🤗 (see talk) 14:05, 9 October 2026 (UTC)reply

Delete I'm not voting merge, because the protest isn't even notable enough to reserve the name just to redirect to the main article and also the title is wrong, it uses "protests" when its really a single protest, I think the user created it in anticipation of more protests. Vulnerable yet spunky (talk) 00:07, 10 October 2026 (UTC)reply
Morărescu Affair (edit | talk | history | protect | delete | links | watch | logs | views) – (View AfD | edits since nomination)
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The topic is clearly notable, even though I must say the amount of sources I've found, at least after some quick searches, is certainly underwhelming for such a deadly event. Nevertheless, to me this article seems clearly generated by AI at least to an extent. It is obvious considering the egregious mistypings present in the article, such as "Averudul" (Adevărul) and "Zalea Condreanu" ((Corneliu) Zelea Codreanu). These are some pretty strange typos for a human to make. And of course, there's also the seventh reference's link, containing the following: "&st_source=ai_overview&r=0.185,0.112,0.315,0.397,0".

The article is relatively short. It could therefore be saved relatively easily. The entire text and all cited sources should be manually checked to ensure the information in this article is verified, with everything not verifiable being promptly removed. The article would also require some slight NPOV language improvements. This AfD might attract someone willing to put this effort. I personally am not, because it is not possible to do so for every new AI slop article popping out, and it is also the burden only and exclusively of the article's author. Because such a person appearing is not a guarantee, I propose moving this out of mainspace for now.

By the way, Denninithan should be sanctioned or at least warned over AI usage. Super Ψ Dro 12:49, 9 October 2026 (UTC)reply

AI isn't prone to making typos, most of my typo's admittedly come basically from me misremembering some name in my head and typing that misremembered version into the article. I don't think its too unusual for someone to remember a name in a language they don't speak imperfectly, especially since many of those mistakes line up with English phonology, for instance many English words have an "nd" (band, sand, land, canned etc.) sound in them so my brain misremembered Codreanu as Condreanu. I misremembered Zelea as Zalea because I pronounce Zelea as zuh-lee-uh, which under English spelling would be written as Zalea. The name Maria is pronounced muh-ree-uh, and is spelling maria so my brain just defaulted to applying those same rules to a Romanian name.
I do often use AI's to search for sources but I do also search myself and using AI's to find sources is completely allowed, and when I use AI's to find a source I check the source myself to make sure they're reliable. I NEVER use AI as a source. Denninithan (talk) 14:01, 9 October 2026 (UTC)reply
Keep there's no problem with using AIs to find sources, and the typos you listed are pretty much definitive proof that this isn't AI generated - that's not something an AI would do, but that's something a human might do with complicated/unfamiliar names. Jishara (please ping upon response) (talk) 18:52, 9 October 2026 (UTC)reply
Damaris Wambui Waiganjo (edit | talk | history | protect | delete | links | watch | logs | views) – (View AfD | edits since nomination)
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Kenyan politician who has never held public office. She does not meet WP:NPOL or WP:GNG. She lost the 2021 Jubilee nomination for the Kiambaa by-election, received the party ticket in 2022, but finished third. Never elected. WP:NPOL guides that a candidate who have not held office are not notable just for being a candidate or running the election. Sources in generail are primary or official, a student blog, routine election coverage and similar not in depth coverage. Ureekish (talk) 07:44, 8 October 2026 (UTC)reply

The was written by LLM. S0091 (talk) 16:12, 8 October 2026 (UTC)reply
Paramount Primal (edit | talk | history | protect | delete | links | watch | logs | views) – (View AfD | edits since nomination)
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Information Note: This formal merge proposal was incorrectly opened through Proposed article mergers (PAM). Following the March 2026 RfC, formal merge discussions are now held at AfD rather than the historical PAM process. I've moved the discussion accordingly per WP:TPO.
 – FaviFake (talk) 23:17, 8 October 2026 (UTC)
Merge with Paramount Pictures

Paramount Primal is a genre label of Paramount Pictures that was named in July 2026. The only source is a syndicated Variety report on a Nightmare on Elm Street deal, which mentions the label and its two heads in a few sentences. The content fits as a short section of Paramount Pictures until the label receives significant coverage. Ell Pollar (talk) 14:38, 8 October 2026 (UTC)reply

I’ve added a list of films section so there can be an opportunity for more sources Low-gee7212014 (talk) 00:56, 11 October 2026 (UTC)reply
We shouldn’t merge it because there is more stuff on the page and just like Warner Bros. Clockwork, they haven’t released any movies yet but has some info about the company Low-gee7212014 (talk) 23:34, 11 October 2026 (UTC)reply
  • Merge As with anything involving this deal, I prefer to wait and see if they decide that even putting further effort into a film label that doesn't even have a film out in the market yet is worth it, if the films even come out or become regular old studio releases, or they get shoved off onto VOD or streaming. Nathannah • 📮 23:54, 14 October 2026 (UTC)reply


Interspecific social behaviour in animals (edit | talk | history | protect | delete | links | watch | logs | views) – (View AfD | edits since nomination)
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I propose merging, or redirecting to Symbiosis. This page seems largely AI generated (bulleted points, referencing Wikipedia itself) - GPTZero believes the final paragraph alone is 100% AI, which does not surprise me. The topic which it covers would easily be covered by the subject of 'Interspecific interactions', which is a redirect to Symbiosis. Sevenstxrsquid 🌊 06:54, 3 October 2026 (UTC)reply

  • Delete:Symbiosis already covers the topic better than this; if the article is indeed WP:LLM-generated then it could actually be speedy-deleted. There doesn't seem to be anything worth merging, and the title is long and wobbly, not an ideal search term (but I wouldn't oppose a delete-then-redirect if that's what folks want: we certainly don't want to preserve the text for future resurrections). Chiswick Chap (talk) 07:54, 3 October 2026 (UTC)reply
    Oppose: Having read the symbiosis article, it is clear to me that they have very little in common. However, I take your point on the wobbliness of the title. Dr Dobeaucoup (talk) 08:32, 3 October 2026 (UTC)reply
    I reacted too quickly. The articles do have a lot in common. I take your point. Probably if I had read this article I would not have written Interspecific interactions. Dr Dobeaucoup (talk) 08:42, 3 October 2026 (UTC)reply
    PS. This article started out with the title ‘Pet keeping by animals’. As I got into the subject, matter I decided I didn’t like that angle, so I repositioned in a way that resulted in more overlap with Symbiosis. The overlap is not complete (eg. the Symbiosis article doesn’t discuss play, the second most important interaction for primates. Also, I didn’t see any discussion of mistaken identity. Nevertheless, the overlap is considerable. Dr Dobeaucoup (talk) 12:42, 3 October 2026 (UTC)reply
    OPPOSE: I am having second thoughts about overlap with Symbiosis, though I do not deny that such overlap exists — overlapping is not the same thing as redundant. The approach of symbiosis article is to list the different types of symbiosis and then to provide relatively simple examples (lichens, fungus, seed dispersal, mites, etc.). This is useful from a pedagogical standpoint, but it hides the complexities of ‘higher’ social animals such as primates. The Interspecific social interactions article describes primate behaviors such play, caregiving, carrying, affiliative behaviour (such as grooming which is not covered in the same way in the Symbiosis article’s section on cleaning symbiosis). Ultimately, the understanding of how these behaviors are anchored in the concepts of evolutionary biology will be elucidated, but it is a bit early to assert, given the present state of knowledge, that they can all be reduced to symbiosis. For this reason, I have revised the article to focus only on primates. The title of the article has been changed accordingly. Dr Dobeaucoup (talk) 16:29, 3 October 2026 (UTC)reply
  • Note: this discussion has been included in the list of Suspected AI-generated articles-related AfD discussions. Spiderone(Talk to Spider) 08:28, 3 October 2026 (UTC)reply
I will describe my procedure in writing this article and let the Wikipedia community decide if it is Kosher. The article did originate from an AI-assisted draft, but I subsequent researched, expanded and sourced it. This process started out with me finding all of the fifteen references, all of which I read. I then substantially rewrote the text. I would estimate that I changed about half the words of the original draft (I did a rough text comparison). All the section titles are mine as are the bullet points (sorry GPTZERO, but you’re wrong!). The Wikipedia article cited at the top of the references section is to give credit for o the authors of the alloparenting article. This revision process took many hours and I now regard it as a team effort between me and ChatGPT. I stand by every word in this article — it contains no hallucinations. Dr Dobeaucoup (talk) 08:28, 3 October 2026 (UTC)reply
To clarify, this page describes the interspecific social behavior (which is not necessarily a "friendship", but can be interspecific competition) specifically for primates, while Interspecies friendship seems to cover all species. Hence, these are different overlapped subjects. I do not think we need to delete any of them because the content is well sourced on the both. My very best wishes (talk) 17:40, 11 October 2026 (UTC)reply
  • Comment. The redirect page Interspecific interactions should be changed to disambig. page because they may refer to symbiosis, Interspecies friendship, interspecific competition, predation, parasitism, hybridisation, etc. My very best wishes (talk) 23:12, 9 October 2026 (UTC)reply
    Draftify or Outright Delete as it's clearly AI generated and I'm getting sick and tired of having to gauge how far I'm willing to go to resist WP:NOLLM because it's encyclopedic content. The more we let stuff like this get through, the more difficult it gets down the road for us to determine when someone couldn't be bothered to do a simple rewrite. Wikipedia is a work in progress, if people are inspired by the sourcing present they can collect it and try again. I'm not handing over the value of one of my and tens of thousands of other peoples' greatest gifts to Sam Altman so that someone else, who felt it unnecessary to take the time to learn how to write content here, will get the chance to get that warm, fuzzy feeling that they're advancing the race by taking credit for output produced by a machine.
    CSGinger14 (talk) 03:10, 11 October 2026 (UTC)reply
    I think it should be noted that absolutely nothing here should be merged without a substantial copyedit to remove anything that sniffs of LLM-produced content.
    CSGinger14 (talk) 03:20, 11 October 2026 (UTC)reply
    I object to your accusations, CSGinger. This article started out as a AI answer to a question on pet keeping by animals. I ended up not liking that angle. To repeat what I said above, I then did the following: 1. I found and read all of the references; 2. I redrafted it to focus on general social relations among animals (subsequently narrowed to only primates). To assert that this article is “clearly AI generated” is unfair. Dr Dobeaucoup (talk) 06:00, 11 October 2026 (UTC)reply
    @Dr Dobeaucoup I do genuinely apologize for the harsh language, as I was extremely angry at something else here at the time I wrote that reply (see my most recent user page edit if you’re curious, and thus will concede that I should have taken some time to breathe before getting involved here or elsewhere this evening; nevertheless, I’m still greatly concerned by the prose as it stands, which still reads very similar to what you would see in a typical line of reasoning offered by an LLM (e.g. seemingly attempting to answer a question not directly posed in the text, bulleting lists as opposed to exploring each in an individual section, etc.), even if you reframed it in a more personal style. That’s my concern.
    I do believe that you did as you say, because there are parts that read far more natural than others. The problem is, when you ask AI to generate anything for you, you’re going to rely on its style and structuring even if you don’t realize it. We cannot let that proliferate here, because then literally what is the point of what we’re doing. People don’t need us when they can just get AI to answer the question for them, especially if we end up just regurgitating what AI has already said to give its answer a slightly wider audience. Even if we make it somewhat more accessible, it’s just as easy to go type the prompt in to ChatGPT. The only difference is that ours is a stable version that doesn’t shift depending on the way you ask the question. If you can indicate that you fundamentally changed the text from the original answer to the prompt, I’ll happily strike the comment above. Otherwise I remain grounded in my view of things.
    Regards, and apologies again,
    CSGinger14 (talk) 06:34, 11 October 2026 (UTC)reply
    Thanks for getting back to me. I fundamentally changed the text, and the logic and flow of the article are entirely mine. However, there are still sentences that are AI generated. I would estimate that, in the current version, about 30-40% of the words are AI generated. Dr Dobeaucoup (talk) 06:52, 11 October 2026 (UTC)reply
    One last thing, for info. People keep mentioning the bulletin points. They are mine. I often use bullet points. Dr Dobeaucoup (talk) 06:55, 11 October 2026 (UTC)reply
Relisted to generate a more thorough discussion and clearer consensus.
Relisting comment: Delete as LLM output, or merge?
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Spall strength (edit | talk | history | protect | delete | links | watch | logs | views) – (View AfD | edits since nomination)
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This appears to be an LLM article creation with some typical WP:AISIGNS including WP:AIDASH and WP:AITREND ( As a result, spall strength research continues to evolve at the intersection of materials science, mechanics, and data-driven engineering.). See the original submission. It hasn't had any substantial edits since article creation (mostly citation clean up, link clean up, and fixing section header casing). Daniel Quinlan (talk) 03:16, 2 October 2026 (UTC)reply

  • Note: this discussion has been included in the AfD sorting lists for the following topics: Engineering and Technology. Daniel Quinlan (talk) 03:16, 2 October 2026 (UTC)reply
  • Note: this discussion has been included in the list of Suspected AI-generated articles-related AfD discussions. Spiderone(Talk to Spider) 07:18, 2 October 2026 (UTC)reply
  • Delete or very limited merge to Spallation or Spall (as in, just the first paragraph at most). The topic is notable, but the article is too detailed for a general audience, and violates WP:NOLLM. All the sources I checked are good, but it's your classic LLM-drafted technical article: A "history" section that cites a couple of off-topic passing mentions, a grab bag of applications each sourced to a stack of primary papers, and a "current research" or similar section that reads like engineering firm PR. Yuck. WeirdNAnnoyed (talk) 11:01, 2 October 2026 (UTC)reply
  • LLM was used solely for Wikipedia formatting, not content generation. I’m not understanding your claim of over reliance on em dash use, as there is only one instance of their use in the article. Happy to concede that it gets a bit technical for a general audience, but so do many articles about niche properties (see acoustoelastic effect).
    I understand a push to merge, but looking at similar cases of a property that is behind a phenomenon (such as Fatigue limit and fatigue), makes it seem that this is not necessary. Ewint6 (talk) 12:25, 2 October 2026 (UTC)reply
  • Delete, fails NOLLM. The dab link in the first revision is also telling, I find it implausible that someone would have written the LaTeX formulae with completely correct syntax but not link [[ballistics|ballistic]] correctly. This is not enough to convince me on its own, but it is an additional sign that I considered in totality with the rest of the other signs present on the page. There are some things that lead me to believe that this is probably not a wholesale generation, but the text has clearly passed through an LLM at some point. ‑‑gurkubondinn 10:37, 3 October 2026 (UTC)reply
  • Merge selectively as suggested and as reasonable in these circumstances. A redirect or a smerge would be an acceptable outcome for LLM cases, I think, but anyone is free to correct me. Bearian (talk) 20:58, 5 October 2026 (UTC)reply
Relisted to generate a more thorough discussion and clearer consensus.
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'Ubayd ibn 'Abdillah Al-Jabiri (edit | talk | history | protect | delete | links | watch | logs | views) – (View AfD | edits since nomination)
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The article has several concerns regarding source independence WP:RS / WP:IS, potential WP:COI, and WP:LLM-assisted editing.

Most sources appear closely connected to the subject or his teachings, with limited independent coverage to support WP:GNG. Additionally, I suggest reviewing the article history carefully. AriuCH (talk) 01:48, 25 September 2026 (UTC)reply

Relisted to generate a more thorough discussion and clearer consensus.
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  • Comment I did a news search in Arabic which came up with a couple of fairly perfunctory obituaries and nothing else, unfortunately With lots of false hits to partial matches. My impression is he may have been notable but I can’t spend the time digging through false positives to be sure. Given the lack of genuinely independent sourcing in the current article I’d suggest stripping a lot of the content out as even if the subject is notable overall I don’t think we’ll find independent sources for all this content. Mccapra (talk) 12:34, 10 October 2026 (UTC)reply


OpenAI Operator (edit | talk | history | protect | delete | links | watch | logs | views) – (View AfD | edits since nomination)
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Suspected AI generation, some content writing style is very AI. 菜國人 (talk) 17:49, 1 October 2026 (UTC)reply

Merge to OpenAI, specifically the section about agents. LLM-generated content can be cleaned up, so I'm not particularly concerned about that. However, given that this has been folded into OpenAI's agents feature, this content would best be suited there instead of a separate article. There is some significant coverage of the topic, but at this point I think it would be difficult to write more than a stub, so merging is probably best. HyperAccelerated (talk) 21:50, 2 October 2026 (UTC)reply
Merge: Could be merged to ChatGPT#Agents or OpenAI, being described as the "predecessor" to ChatGPT agents. Do not feel like the content is notable of being an entirely separate article. Sevenstxrsquid 🌊 07:28, 3 October 2026 (UTC)reply
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House of Dust (architecture) (edit | talk | history | protect | delete | links | watch | logs | views) – (View AfD | edits since nomination)
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This article is the second article connected to Antonino Cardillo which is written in a very obvious AI-style. I strongly suspect that the article is authored by somebody connected to the subject. There are two architectural magazines linked here giving sigcov, I am not an expert in that field but I suspect they may be reliable. Ordinarily I would stubbify, however, I am loath to leave an article in mainspace that may have been professionally commissioned without a declaration.

My view is delete, although I can see the value of stubbifying as there is a high possibility WP:GNG has been met. Boynamedsue (talk) 06:56, 23 September 2026 (UTC)reply

Stubify - GNG has been met, but AI seems to be present. Jishara (please ping upon response) (talk) 20:11, 24 September 2026 (UTC)reply
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Kurukh phonology (edit | talk | history | protect | delete | links | watch | logs | views) – (View AfD | edits since nomination)
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page created using AI from the start, violation of WP:NEWLLM scope_creepTalk 05:01, 23 September 2026 (UTC)reply

Relisted to generate a more thorough discussion and clearer consensus.
Relisting comment: Does not qualify for soft deletion due to previous PROD.
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History of banking in Malta (edit | talk | history | protect | delete | links | watch | logs | views) – (View AfD | edits since nomination)
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The introduction appears to be LLM-generated, while the Timeline is WP:OR. Vgbypw (talk) 15:39, 22 September 2026 (UTC)reply

The page was intentionally created as a timeline of banking in Malta.
The brief introduction introduces the subject and provides context for the timeline, directing readers to the main article on history of banking and to a scholarly source covering the wider history of banking.
All entries in the timeline were compiled from published material on the history of banking in Malta and cross-referenced against relevant sources. The individual historical facts are also referenced to their sources.
Therefore, there should be specific identification of the entries considered to constitute original research. XonMalti (talk) 10:34, 26 September 2026 (UTC)reply
LLM-generated content isn't allowed even if it is used to create a brief introduction.
The timeline section constitutes OR because it was compiled by the author from primary sources. The problem is that it is the author who chooses which facts to include and which to omit. Vgbypw (talk) 13:08, 26 September 2026 (UTC)reply
If there is an issue with the introduction, it can be rewritten. The fundamental issue seems to be the timeline itself. The timeline is based on an academic paper by John Consiglio (https://www.um.edu.mt/library/oar/handle/123456789/88410 which is considered to be the first article on the subject) and a book by Uwe Jens Rudolf (https://dokumen.pub/historical-dictionary-of-malta-153811917x-9781538119174.html). Presenting historical events in a basic chronological list should not be considered as primary research. The "research" was linking the list to all other Wikipedia pages on Malta banks and adding additional references to the events to justify their inclusion in the timeline. I don't agree that the contents of this page is original research. The discussion should rather focus on ways to improve it XonMalti (talk) 05:57, 29 September 2026 (UTC)reply
Did you use AI to write the page? Kelob2678 (talk) 21:10, 29 September 2026 (UTC)reply
Introduction:
In the past I received feedback that some sentences did not use a formal or objective tone as per Wikipedia guidelines. So I did run the introduction through AI tools to set a more academic tone. The end result is a mix of my own writing enhanced with AI suggestions. I feel the end result still reflected the source article as well as introducing the subject. However, so far there has been no constructive feedback on how to improve the introduction.
Timeline:
The chronological entries were extracted manually, noting down the key dates whilst reading the sources mentioned above. The timeline was collated over a year and a half whilst drafting another page. Once published, the feedback received was to offload certain sections to subsidiary pages; hence, this Wikipedia page.
Conclusion
The bulk of the page text was not written using AI. XonMalti (talk) 05:46, 30 September 2026 (UTC)reply
Please don't use LLM for responses. See WP:AITALK. – The Grid (talk) 18:21, 30 September 2026 (UTC)reply
This doesn't read like an LLM response to me. Pangram and GPTZero both label this as human-written. Kelob2678 (talk) 19:03, 30 September 2026 (UTC)reply
They admitted to using LLM in the text. AI detection isn't 100% perfect. (who separates their response into three subheadings?) – The Grid (talk) 19:56, 30 September 2026 (UTC)reply
They omitted a colon after "Conclusion", did not use Markdown, and directly admitted AI use (LLMs usually try to be evasive). Kelob2678 (talk) 20:28, 30 September 2026 (UTC)reply
  • Information Info - Note on soft closure: This nomination has had limited participation and falls within the standards set for lack of quorum. There are no previous AfD discussions, undeletions, or current redirects and no previous PRODs have been located. This nomination may be eligible for soft deletion or merging depending on the nomination, at the end of its 7-day listing.
Logs: 2026-09 ✗ deleted
--Cewbot (talk) 00:03, 30 September 2026 (UTC)reply
Some of the articles have been rewritten and I believe all concerns have been addressed or clarified XonMalti (talk) 06:25, 30 September 2026 (UTC)reply
Relisted to generate a more thorough discussion and clearer consensus.
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The introduction was amended so the AI issue should have been addressed.
Happy to see that topic is considered notable and the timeline is adequately referenced.
So are there any remaining issues in the current page version? XonMalti (talk) 21:42, 2 October 2026 (UTC)reply
  • Delete. Obviously a notable topic, but the use of AI means I don't trust the accuracy of the article because of potential hallucinatory text. Best to WP:TNT this and start over with an editor(s) not using LLM.4meter4 (talk) 05:35, 8 October 2026 (UTC)reply
    To repeat – The introduction is a summary of a very good academic article done by myself. It then went through AI to improve academic English, neutral tone etc. It has since be written again so there is no AI. XonMalti (talk) 17:21, 14 October 2026 (UTC)reply
  • Merge to List of banks in Malta: rewritten to remove LLM and OR, in a new History section. After the merge, the page should be title-swapped with Banking in Malta, which is currently a redir to it.
    A single, cohesive article about banking in Malta, with history and list of banks, would serve readers best. Owen× ☎ 19:01, 9 October 2026 (UTC)reply
    I have a comprehensive Draft:Banking in Malta which got shot down amongst others because it was too large. One of the recommendations was to have specific articles going into specific areas. Hence this article. List of banks in Malta in Malta is written by another author, focusing mainly on current Maltese banks subject to EU supervision. As explained further up the timeline itself is not OR! I don't agree there is any LLM and OR in the current version. XonMalti (talk) 17:31, 14 October 2026 (UTC)reply
Relisted to generate a more thorough discussion and clearer consensus.
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Keep and remove the LLM-generated opening. An editor from Mars (talk) 05:13, 10 October 2026 (UTC)reply
There is no LLM-generated opening and no OR. I feel this discussion is going round in circles, not leading anywhere. I invite anyone to pinpoint any specific text which is deemed problematic. XonMalti (talk) 17:37, 14 October 2026 (UTC)reply


Immigrant entrepreneurship (edit | talk | history | protect | delete | links | watch | logs | views) – (View AfD | edits since nomination)
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Potentially LLM written article that's mostly just an essay about a vague and broad topic instead of an article about a well established concept. "Immigrant entrepreneurship" can be anything. Cubnorth (talk) 23:33, 20 September 2026 (UTC)reply

  • Keep with reduction. Immigrant entrepreneurship is a widely accepted term and the subject of a substantial body of academic research. I rewrote the article in my sandbox, simplifying the prose and reducing its length by more than 50%, then replaced the live article. I also added a definition section to help clarify the concept. I believe the revised version addresses the concerns raised and is much more conducive to other editors expanding, restructuring, or rewriting the article as needed. The subject is specifically studied and tracked by organisations including the OECD, which includes a dedicated section of its International Migration Outlook 2 to the subject, and is the focus of a specific chapter in Elsevier's Handbook of the Economics of International Migration, among many other major academic publications. This is precisely the type of significant subject that Wikipedia should include. Its prominence can be quickly verified through searches of Google and JSTOR.
Wikipedia contains many obscure subjects that may legitimately warrant articles, but this is an established and important area of study that deserves inclusion because of it encompases such a broad range. The sources I have provided are all strong academic publications devoted again specifically to the subject. Even the source provided by ladmc, the German Historical Institute's Immigrant Entrepreneurship project covering immigrant entrepreneurship in American history broadly, reinforces the importance and established use of the term.
That said, although I am strongly opposed to LLM generated content, I recognise that my writing style may resonate with this issue. My writing also tends toward an essay style, which is something I have done professionally since long before AI existed and is a legitimate complaint by other editors. I am trying to work this out of my writing in general. I believe this may be partly because I develop highly polished articles. I made nearly 300 edits on Wikipedia developing this article, (not what you find in LLM generated content) and probably an equal amount of the work was done outside Wikipedia because I find it considerably easier to structure, move material around that way.
My proposed solution is the normal one for a notable subject where the article faces such concerns, that is to substantially reduce it. Over the next few days, during this discussion, I intend to shorten the prose considerably, probably by about half, while retaining as much of the existing structure and sourcing as possible.
One problem on Wikipedia is that articles can grow through incremental additions until they become sprawling and unorganised. I would like to leave this article with well developed structure but limited prose that makes it conducive to future contributions by other editors, while retaining the substantial academic sourcing that provides a foundation for future expansion. This is an approach I plan on taking in all of my future writing, limited prose with strong structure.
I appreciate the work done by all editors, including those critcal of my work JondeJon1 (talk) 13:05, 22 September 2026 (UTC)reply
I want to elaborate a little more as the nominator. There is no one unique thing that ties the information in this article together except for 'immigrants can be entrepreneurs'. This means that in my opinion, that's all the article is really saying. If the observations that followed were conclusive and uniform, then I'd understand a bit more, but as it stands almost all of them boils down to 'it varies', which is obvious. I respect that this is an area of interest for you, but as it stands I believe this topic is far too broad to be a useful article. Cubnorth (talk) 13:24, 22 September 2026 (UTC)reply
I understand the concern that the subject is broad, but I think that breadth is also what makes it valuable as an encyclopedia topic. Wikipedia benefits when it covers important central concepts, not just narrowly defined subjects. The study of immigrant entrepreneurship has considerable importance within sociology and social economics, which is why there is such substantial academic literature devoted to it.
The difficulty for me has been presenting the body of material without turning the article into an essay or adding my own synthesis. I could write a more cohesive argument connecting the research, but that would not be appropriate for Wikipedia. The article needs to be built from what the sources actually say, which can make it difficult to present the material cohesively.
At the same time, I am addressing the perception of LLM-assisted writing in the typical manner, by substantially reducing the prose and making the article more direct and source-focused. This often works against your concern, since reducing the prose can also make it harder to explain the connections among the research. I will post a rewritten version in the next few hours.
I understand where you are coming from, but I think this is a case where creative editing and restructuring can solve the problems. It would be a shame to lose an important area of study that belongs in an encyclopedia when the underlying subject and sourcing are very strong.JondeJon1 (talk) 08:05, 24 September 2026 (UTC)reply
Relisted to generate a more thorough discussion and clearer consensus.
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  • Comment On a path forward: if the consensus is that the current article does not meet mainspace standards, I would ask that it be moved to draft space rather than deleted outright. This would allow me to reduce it to a stub, which is the standard remediation for articles with suspected LLM content, and to resubmit it through the Articles for Creation process. On the merge suggestion: merging with Middleman minority or Model minority would not be appropriate. Both of those are subsections of the broader topic of immigrant entrepreneurship rather than equivalent or parent concepts. JondeJon1 (talk) 17:15, 7 October 2026 (UTC)reply
  • Keep Frankly if both the suggested articles are subtopics within it then I'd argue we can use their notability to establish its. The notion of immigrant entrepreneurship necessarily derives from the sources that discuss them [referenced destination pages], and I know for a fact the topic is covered at length elsewhere. It's half the justification in the West for allowing in migrants/refugees (y'know, other than the fact that they're human beings and the notion of state boundaries is entirely arbitrary).
    CSGinger14 (talk) 01:56, 14 October 2026 (UTC) reply