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This is a directory related to artificial intelligence (AI) in various administrative namespaces including; protocols, essays, collaboration groups, maintenance resources, discussions and news.

For other useful directories and indexes, see Wikipedia:Directories and indexes.

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WikiProjects are open groups of editors. New participants are welcome!

Maintenance

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Chatbots (and the large language models that power them) have become very popular; they can often output material much faster than humans can. Unfortunately, they cannot write as well as humans (yet), and their output is prone to hallucinations, false citations, and other errors. This has created a major cleanup burden at Wikipedia, as many editors (especially new ones) try their hand at using artificial intelligence to edit Wikipedia. You can help by identifying AI-written text, removing unsourced or inaccurate claims, and by identifying AI-generated images. For more information, see our AI Cleanup Guide.

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Speedy deletions due to LLM content
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Discussions

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AI noticeboard - issues of AI misuse
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AI article alerts

Articles for deletion

  • 27 Aug 2026 Nostrada AI (talk · edit · hist) was AfDed by Sirfurboy (t · c); see discussion (5 participants)
  • 17 Aug 2026 International Olympiad in Artificial Intelligence (talk · edit · hist) was AfDed by LittlePuppers (t · c); see discussion (5 participants; relisted)
  • 13 Aug 2026 Coalie (talk · edit · hist) AfDed by V. S. Video (t · c) was closed as no consensus by Ad Orientem (t · c) on 29 Aug 2026; see discussion (11 participants; relisted)
  • 03 Aug 2026 Zylo (talk · edit · hist) AfDed by FaviFake (t · c) was closed as delete by Extraordinary Writ (t · c) on 26 Aug 2026; see discussion (8 participants; relisted)

Redirects for discussion

Files for discussion

Good article nominees

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Articles to be split

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Suspected AI-generated articles


Kashmiri pashmina (edit | talk | history | protect | delete | links | watch | logs | views) – (View AfD | edits since nomination)
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WP:LLMSIGNS, specifically the lists with bold headers. Axolitl (talk | contribs) 05:14, 1 September 2026 (UTC)reply

Delete per nom. Szxq (talk) 21:41, 1 September 2026 (UTC)reply


Joshua Inwood (edit | talk | history | protect | delete | links | watch | logs | views) – (View AfD | edits since nomination)
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American geographer (BLP). It is not clear to me that he meets WP:BASIC or WP:ACADEMIC. The article is clearly AI-generated (as indicated by the tag), and in my view should probably be deleted on notability grounds. (Normally I would draftify an article like this, but it is too old for draftifying.) Dionysodorus (talk) 11:40, 31 August 2026 (UTC)reply

Garten of Banban (edit | talk | history | protect | delete | links | watch | logs | views) – (View AfD | edits since nomination)
Garten of Banban (video game) (edit | talk | history | protect | delete | links | watch | logs | views)
Garten of Banban II (edit | talk | history | protect | delete | links | watch | logs | views)
Garten of Banban III (edit | talk | history | protect | delete | links | watch | logs | views)
Garten of Banban IV (edit | talk | history | protect | delete | links | watch | logs | views)
Garten of Banban VI (edit | talk | history | protect | delete | links | watch | logs | views)
Garten of Banban VII (edit | talk | history | protect | delete | links | watch | logs | views)
Garten of Banban 0 (edit | talk | history | protect | delete | links | watch | logs | views)
Garten of Banban 8: Anti Devil (edit | talk | history | protect | delete | links | watch | logs | views)
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Fails WP:GNG with a reliance on unreliable sources like those in WP:VG/S. I'm not seeing anything that makes this materially stronger than the 2025 AFD. Note this is a series article: there is some metacommentary cited but neither the individual games nor the series is adequately described by reliable sources. I will post a source analysis below. VRXCES (talk) 21:45, 30 August 2026 (UTC)reply


Joshua Chiang (edit | talk | history | protect | delete | links | watch | logs | views) – (View AfD | edits since nomination)
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Riddled with WP:AISIGNS (even in the latest revision which I reverted), authored as an autobiography by the article subject, and no sign of notability; all of the "significant coverage" provided is of dubious independence because it extensively relies on interviews with Chiang and all conspicuously namedrops his at-the-time-upcoming exhibition "Makaras and Motordops: Joshua Chiang’s 10-Year Journey". I'm astounded this passed AfC; even if not deleted it should be sent back to AfC. Athanelar (talk) 10:26, 30 August 2026 (UTC)reply

Delete I was the one who accepted this a while ago; egg on my face. I don't remember doing so tbh lol. I was new to AFC at the time and would not accept it now. grapesurgeon (talk) 11:50, 30 August 2026 (UTC)reply
Delete per nom. qcne (talk) 11:50, 30 August 2026 (UTC)reply

Comment I understand that the article would be deleted. I would like to point out that the reason why several of the articles converge on that one particular exhibition is because while I had quietly built a name for myself in the small arts community in Cambodia, it was the first major exhibition featuring only my works, and given the size of the arts community, it is bound to attract coverage from the few English news websites in Cambodia. If the editors consider that the milestones mentioned do not meet the criteria for notability, that's fine, but I take issue with the characterisation that they are "of dubious independence because it extensively relies on interviews with Chiang and all conspicuously namedrops his at-the-time-upcoming exhibition ". I do not have editorial control over the contents of the three articles mentioned in the citation. In the rewrite, I referred to several Wikipedia biographies for style and structure. If they are riddled with WP:AISIGNS as alleged, @Athanelar I would ask them to point out which sentences raised the red flag and if they could rewrite said sentences in a manner that does not suggest they are AI-assisted.

I had asked for a review of said article in good faith specifically because I want independent objective eyes to look through it, and I had been very transparent about the COI and the fact that the first version was AI-assisted (as I was unaware that you can't even use AI for formatting and checking and accept their suggestions for edits). Instead I had been met with unfounded allegations. I can accept the deletion graciously, but not the allegations. Joshua Chiang (artist) (talk) 12:36, 30 August 2026 (UTC)reply

Delete I will not contest the deletion of said article. In fact I would second it. But not for the reasons that @Athanelar stated. If I made a mistake precisely because I wanted the article to be Wikipedia compliant and submitted it for publication just shortly after the rules against AI-assisted writing were announced and have been taking stands to correct the article precisely because I want to be compliant and transparent, only to have my act of good faith constantly second-guessed no matter how I tried to clarify, then I would rather have it removed, than have bad-faith allegations against me remain alongside the article. The only reason why I wrote it was because I had been involved in so many things in Singapore and Cambodia that I wanted interested people to have a page to make the connection between all the things they may have read about me in one space. If it were for self-aggrandization, I would not have included the citation to the less-than-flattering review of an early movie I directed.

Please proceed. Joshua Chiang (artist) (talk) 13:21, 30 August 2026 (UTC)reply
Delete per all 16dvnk (talk) 14:51, 30 August 2026 (UTC)reply
Please edit your comment by adding "Comment," in front of the statement. Thanks.
Sincerely,
16dvnk (talk) 03:30, 31 August 2026 (UTC)reply
@Joshua Chiang (artist) 16dvnk (talk) 03:30, 31 August 2026 (UTC)reply


Residence Inn by Marriott, Berkeley, CA (edit | talk | history | protect | delete | links | watch | logs | views) – (View AfD | edits since nomination)
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Possibly LLM-generated article, but the reason I propose deletion is simple lack of notability. This is just one of dozens of WP:ROTM Residence Inn properties operated by Marriott, and it's only received the kind of trivial local coverage that any new big construction project would get in a city of Berkeley's size. WeirdNAnnoyed (talk) 23:25, 29 August 2026 (UTC)reply


Matan Schwartz (edit | talk | history | protect | delete | links | watch | logs | views) – (View AfD | edits since nomination)
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I did not find any source that meets GNG for this Israeli water polo referee. The references in the article are full of appointments to tournaments and lists of officials. Enos733 (talk) 04:12, 29 August 2026 (UTC)reply

Konstantinos Vasileiou (edit | talk | history | protect | delete | links | watch | logs | views) – (View AfD | edits since nomination)
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No evidence of notability for this water polo referee. The only pieces of independent coverage are quick three- or four-sentence blurbs like 1, 2, and 3, which consist of routine coverage, failing WP:GNG and WP:SPORTBASIC. The previous AfD did not analyse any of the sources used, as suggested by Boynamedsue. I also have concerns of LLM usage due to language and certain citations failing verification. JTtheOG (talk) 01:45, 29 August 2026 (UTC)reply


Fall of Rome (1849) (edit | talk | history | protect | delete | links | watch | logs | views) – (View AfD | edits since nomination)
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I've removed most of this article as part of the presumptive removal of LLM-generated content of the recent edits made by Giovanni Messe aka Archivio Italia (see AI cleanup investigation), who in the meanwhile has been blocked. What it's left are the parts that in the meanwhile have been partially reworded by other users (but please note that according to "who wrote that" the parts written by original author still account for 79% of the article). Now, some of the surviving parts are simply a rewording from Roman Republic (1849–1850). These parts are the less problematic, but obviously it wouldn't make sense to have an article made only of a copy of parts of another article. Unfortunately the other parts that are still there (in particular the paragraph "Initial assualts on Rome") seem to have been written through LLMs and the users who modified them have apparently only fixed the style but not the substance. For example, if I take the note number 15, I should find a page about Garibaldi's defence of Rome against Oudinot. But if I take a look at the indicated book and I go to page 227 (as written in the note), then I find a totally different topic (Garibaldi in the assembly of the Republic). The topic of the article is obviously notable, but I think that it'd be quicker to blow it up and start over, rather than checking the unreviewed (or at the very least unsufficiently reviewed) outcome of an LLM --Friniate 15:37, 28 August 2026 (UTC)reply


Abdirahman Ahmed Olol (edit | talk | history | protect | delete | links | watch | logs | views) – (View AfD | edits since nomination)
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This BLP does not seem to meet WP:GNG. Two of the sources are about the same hotel detaining incident, where he gets a single sentence identifying him as one of several journalists who had their equipment confiscated. The third source just indicates that he was detained again after the hotel incident and then released. There is very little that can be verified about him besides the fact that he is a journalist involved in this one event in December 2019. I could not turn up any significant coverage in my before. He is not mentioned elsewhere on Wikipedia; I do not see a suitable merge or redirect target. Article also appears to be AI-generated. Zzz plant (talk) 13:24, 28 August 2026 (UTC)reply

  • Delete. Appears AI to me and not notable.
RustyOldShip (talk) 03:13, 31 August 2026 (UTC)reply


Fleece Johnson (edit | talk | history | protect | delete | links | watch | logs | views) – (View AfD | edits since nomination)
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Sourcing is too weak for a WP:BLP that has substantial potentially-contentious material. I removed some potentially-contentious material cited to weak sources (see page history), but the rest is still mainly based on brief mentions and TV show interviews. I don't think it adds up to WP:NBASIC.

Note that nearly all of the substantial contributions to this article have been made by temporary accounts that are focused on this subject (Wikipedia:Single-purpose account). Dreamyshade (talk) 04:24, 26 August 2026 (UTC)reply

@~2026-46526-01: Please see WP:LLMCOMM and WP:AITALK. Dreamyshade (talk) 14:10, 26 August 2026 (UTC)reply
~2026-46526-01 (talk) 17:22, 26 August 2026 (UTC)reply
I think any uninvolved editor will assume any post is AI if it's as long as what you just pasted with those bolded phrases, stern imperative phrases and that alphabet soup of policy links. Speak for yourself, it can be done. Here2rewrite (talk) 19:38, 26 August 2026 (UTC)reply


Witlingo (edit | talk | history | protect | delete | links | watch | logs | views) – (View AfD | edits since nomination)
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Reverted incontrovertibly AI-generated changes from a major contributor to the article in Diff/1371631856 (AbuseLog/44977082), the same user that created the article in 2017. I suspect that AI use goes back further than the revision that I reverted to.

The company is described as [enabling] businesses and organization of all sizes to use the latest innovations in Human Language Technology and Conversational AI, ..., but the recent changes (in revision 1371634305) described the company as a software company that ... provides a resident communication and engagement platform for affordable housing, public housing authorities, and senior living communities. Both versions sound like vague corporate AI descriptions, but they also sound like they are describing different companies.

The sources in the article are either primary sources (the company's own website, inaccessible for me but is saved on archive.org) or Voicebot.ai (which seems to largely be an WP:RSML source). I have not found any WP:INDEPENDENT news coverage showing WP:SIGCOV.

The page was first created as Witlingo Inc.Witlingo Inc., and was speedily deleted under G11 in 2017 (probably created by the same user, going by their talk page, but I did not see it in the page logs). gurkubondinn 15:29, 27 August 2026 (UTC)reply

Gopal Snacks (edit | talk | history | protect | delete | links | watch | logs | views) – (View AfD | edits since nomination)
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Draft:Gopal Snacks exists and was rejected declined at AfC review on the same day when this article was created; because of it I am not able to dratify. Also, the current article was created using an LLM. Charlie (talk) 14:16, 27 August 2026 (UTC)reply


WildBlue Press (edit | talk | history | protect | delete | links | watch | logs | views) – (View AfD | edits since nomination)
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Does not pass WP:GNG. They do not inherit the notability of the books they've published; all sourcing in the article is either primary, about books they've published with no commentary on the company, or about things that their books are about and does not mention them at all. This does not help notability. PARAKANYAA (talk) 21:40, 22 August 2026 (UTC)reply

Relisted to generate a more thorough discussion and clearer consensus.
Please add new comments below this notice. Thanks,   Chris Woodrich (talk) 01:03, 30 August 2026 (UTC)reply


Transparency in the software supply chain (edit | talk | history | protect | delete | links | watch | logs | views) – (View AfD | edits since nomination)
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This whole article feels LLM generated and I don't think the subject is notable. The sources talk about things that are related to this, but not precisely *this* subject. It's also more of an essay. Don't think it is in scope for Wikipedia. PhotographyEdits (talk) 20:41, 25 August 2026 (UTC)reply

I will take into account the guidelines regarding the use of AI, as stated here, on the article page, and in other discussion. I will either remove the toolbox entirely or revise it once I get clarification on the rules I requested in another discussion, as I originally thought I was working within the permitted scope. I will completely rewrite this article, both in structure and content; I still believe it has standalone significance, not just within the context of the Software supply chain article. To this end, I’ve already ordered books and am studying academic papers I hadn’t come across before, as much as my schedule allows. If I realize that the significance I perceive isn’t there, I’ll create a detailed section for the main article. To evaluate any results—both in terms of significance and AI footprint—I’ll invite participants from this and other discussions who’d like to get involved. But I have a feeling this won’t be a quick task; life and work don’t leave me much time. I’m aiming for two to three weeks (I had hoped to finish this work yesterday, but I overestimated both my own capabilities and the scope of the work—there’s too much new material, not to mention family and work). Accordingly, if a decision is made to delete it due to lack of significance, please don’t delete it entirely—instead, kindly move it to draft. Some of the information will be useful to me, and it will reduce the formatting work on the remaining sections. I’ll be writing this by hand and rephrasing what’s already there, but if you have any specific comments on what you see as signs of AI—please let me know; that will also simplify the work and reduce the number of questions in the future.Cyberkiborg (talk) 13:20, 1 September 2026 (UTC)reply
I suggest asking for further input on whether anyone thinks that it makes sense to have separate articles for "Transparency in the software supply chain" and "Software supply chain" before you keep working on this concept, unless you want to write a personal essay that you post somewhere outside of Wikipedia. For example, you can ask on Talk:Software supply chain, Wikipedia talk:WikiProject Computer security, Wikipedia talk:WikiProject Computing, etc. Dreamyshade (talk) 00:37, 2 September 2026 (UTC)reply


KAL (drone) (edit | talk | history | protect | delete | links | watch | logs | views) – (View AfD | edits since nomination)
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The drone currently has no reported operational history, only talks about intended deployment. Wikipedia is not a collection of presumption WP:CRYSTALBALL. Fails WP:GNG and WP:NPRODUCT. Delete or either merge with HESA Shahed 136. Charlie (talk) 12:49, 25 August 2026 (UTC)reply

(Maybe you lack the expertise of this subject, so appearances can be misleading, because KAL has a delta or flying-wing configuration, making comparisons to the Shahed-136 understandable, but similar aerodynamics don’t prove the design, software, propulsion, guidance, or manufacturing process was copied, I hope you understand!)


Also WP:DILIGENCE is not a tool which generates suggestions, maybe you didn't check manually, however there are enough independent, reliable sources about this drone variant to meet WP:GNG, and i will do add more reliable sources in the article, also provide a source analysis. Sokoreq (talk) 12:16, 26 August 2026 (UTC)reply
Source assessment table prepared by User:Sokoreq
Source Independent? Reliable? Significant coverage? Count source toward GNG?
Yes Independent news coverage Yes Yes The article directly discusses Project KAL and its development and capabilities. Yes
Yes Independent. Yes India Today is an established Indian news. Yes The article directly discusses Yes
Yes Independent news coverage Yes The Times of India is a major Indian newspaper. Yes This article specifically identifies and discusses Project KAL, including its claimed range, payload and development. Yes
Yes Yes India Today is an established Indian news publication. Yes Provides substantive discussion of Project KAL in the context of India's development of long-range strike drones. Yes
Yes Independent magazine coverage. Yes Yes Discusses Project KAL as part of India's emerging military-drone ecosystem. Yes
Yes Yes Yes Directly covers the public debut of KAL (drone)and discusses it in the context of India's private defence industry. Yes
Yes Independent news coverage. Yes ~ Provides coverage of IG Defence and it's drone activities, but KAL is not the sole or primary subject of the article. ~ Maybe
Yes Independent magazine publication. Yes Yes Provides substantial feature coverage of IG Defence and discusses KAL within its defence-technology portfolio. Yes
Yes Independent Yes Yes The article is specifically focused on KAL, its export prospects, and IG Defence development of the drone. Yes
Yes Independent news coverage which was published by The Week. Yes Its an established Indian news magazine. Yes The article is specifically about to KAL (drone) and discusses its development, and other capabilities and potential export to Gulf countries. Yes
This table may not be a final or consensus view; it may summarize developing consensus, or reflect assessments of a single editor. Created using {{source assess table}}.
  • Keep subject meets WP:GNG. Please refer to the source assessment table above, where reliable, independent media discuss this specific drone variant in detail and establish notability,

Also see sourcea1 2, 3,which I have added to the article. Sokoreq (talk) 16:47, 26 August 2026 (UTC)reply

Source 1 is the original source behind the March 2026 churnalism, while Sources 2 and 3 (SOURCE 10 in the table) are part of the August 2026 churnalism. Please check the revised source analysis below. Charlie (talk) 17:08, 26 August 2026 (UTC)reply

These ten articles/sources shared by the Sokoreq are definitely not ten independent sources as they claim. Per WP:CHURNDET, identical spec blocks, target lists, and quotes by company executives across multiple media outlets in extremely close timeframe mean none of these articles independently establish KAL. Charlie (talk) 16:58, 26 August 2026 (UTC)reply

Charlie, first WP:CHURNDET is an essay, not a policy or guideline, and identical facts aren't automatically evidence of churnalism iff KAL has stated their range of 1000 km, multiple journalists can independently report 1000 km, and even mere presence of identical specifications, or company quotations does not by itself establish churnalism, and yes the essay (CHURNDET) itself says "journalists routinely quote company representatives."

I do agree that sources 9 and 10 may be derive from the same company public announcement and should not be treated as two independent sources for the same factual claims, still, that does not establish that Sources 1 to 8 are likewise worthless, and please don't take all burden of this discussion on yourselves, Let others contribute to this discussion. Sokoreq (talk) 19:55, 26 August 2026 (UTC)reply

Source assessment table prepared by User:CharlieMehta
Source Independent? Reliable? Significant coverage? Count source toward GNG?
No Not independent. Rewrites an IG Defence announcement; facts and quotes are from founder Bodhisattwa Sanghapriya and company VP Maj Gen R. C. Padhi (retd). No MoD, service, or third-party verification. Same packaged language as the 6 Mar Hindu Business Line article that openly cites “a statement.” Per WP:CHURN / WP:CHURNDET and WP:INDEPENDENT. ~ Business Standard is generally reliable, but this piece is uncritical churnalism of vendor claims (range, endurance, “define future warfare”). Reliable for “the company said,” not for the capability itself (WP:RSCONTEXT). Yes KAL is the sole subject, but the depth is a recycled brief, not independent analysis. No
No Not independent. Near-verbatim reuse of the same IG Defence brief as SOURCE 1: Shahed frame, 1,000 km / 3–5 hour specs, target list, and the Padhi “home-grown capability” / Atmanirbhar Bharat quotes. ~ India Today is generally reliable. This article adds no independent reporting or fact-check of the claimed performance. Yes Directly about Project KAL, but an another version of the company handout rather than original coverage. No
No Not independent. Repeats the same Padhi quote already published in SOURCE 1/SOURCE 2. Company backgrounder material (founders, retired officers, planned plants). Sloppy mixing of KAL and Sheshnag specs shows processing of packaged copy, not reporting. ~ The Times of India is usable with caution. This article is a rewrite of vendor talking points, not a checked technical report. ~ Names KAL and some claimed specs, but splits attention with Sheshnag-150 and does not go beyond the press line. No
~ Broader round-up of Indian one-way-attack programmes and the Iran/Shahed news peg. The KAL sentences still repeat the unverified 1,000 km / 3–5 hour company line; no independent confirmation of KAL. Yes India Today is an established publication. Context on other systems is stronger than the KAL paragraph. ~ KAL is one programme among several (Sheshnag, Nagastra, SkyStriker). Passing-to-moderate mention, not in-depth independent coverage of KAL. ~ Maybe
~ Closest to real journalism in this set: Covers Op Sindoor, Electronic warfare, Rajnath Singh, multiple firms. The KAL block is still an interview with the IG Defence CEO selling swarm numbers and “what comes after Shahed.” Independent of the company for the industry frame; not independent for KAL’s claimed performance. Yes Magazine feature in a generally reliable outlet, with named officials and a wider reporting base than the March briefs. ~ Discusses KAL as one part of a national drone ecosystem, not a dedicated independent treatment of the platform. ~ Maybe
No Event write-up of IG Defence’s stall at North Tech Symposium. Specs (1,000 km, 7–8 hours, 200 kg, 50 kg warhead, cameras, SATCOM, RATO) and JWALA data are company-supplied. COAS “appreciated” a display is not independent evaluation. ~ Generally reliable paper publishing an uncritical spec sheet. Endurance quietly changes from 3–5 hours (March) to 7–8 hours with no reported test to explain it. Yes Substantial product copy on KAL, sourced to the manufacturer. No
No Corporate pipeline story built on CEO quotes: ₹10,000 crore by FY30, “only domestic player” over 1,000 km, export talks, 100,000-drone target. WP:PRIMARY, WP:PROMO. ~ Usable for “IG Defence claims a pipeline,” not for treating those claims as established fact. ~ KAL is a supporting example in a company-growth article, not the primary subject. No
No Founder profile / access interview with Sanghapriya. Origin story, funding, growth percentages, and portfolio claims come from the company. Not independent of the subject. ~ Outlook Business is a mainstream magazine; this piece is hagiographic startup coverage, not a check of KAL. ~ Feature on IG Defence; KAL is mentioned inside the portfolio, not examined in depth. No
No States that “the company said in a statement Wednesday.” CEO quote matches the IG Defence press release republished the same day (e.g. IDRW, labelled “Company Press Release” ... not able to add this link in the table as it is blacklisted across wikipedia). Officials told ThePrint it is “fully developed and tested”... still the seller. ~ ThePrint is generally reliable. This item is a same-day press-release story with light extra context (other Indian Shahed-class efforts). Yes Focused on KAL export talks, but those talks are asserted only by IG Defence. No
No Same-day rewrite of the same export press release as SOURCE 9. Same specs and Sanghapriya quotes (“milestone,” “trusted partner,” “export powerhouse”). ~ The Week is an established magazine; this article does not independently verify range, lethality, testing, or Gulf negotiations. Yes KAL-focused, but the substance is the company’s media handout. No
This table may not be a final or consensus view; it may summarize developing consensus, or reflect assessments of a single editor. Created using {{source assess table}}.
  • Keep As per norms. topic passes WP:GNG
  • "Nagastra-1 to Project KAL: Can India scale its drone warfare capability?". The Times of India. The Times of India. 2026-03-30. Retrieved 2026-08-30.
@Maskosa Can you be specific which norms? And did you check above assessment table prepared by me (User:Sokoreq) , from source 1 to 8. Sokoreq (talk) 08:10, 30 August 2026 (UTC)reply
@Sokoreq i checked deep outside list and found a few better ones Maskosa (talk) 17:27, 30 August 2026 (UTC)reply


Teeth cleaning (edit | talk | history | protect | delete | links | watch | logs | views) – (View AfD | edits since nomination)
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I propose merging to Tooth brushing because the two concepts arent distinct enough for separate articles, and would be better covered in one Froglord (Finnfrog99) (talk) 13:53, 24 August 2026 (UTC)reply

Yikes, this is a mess. Large sections of the article appear to be have be LLM generated or processed. More generally, the article covers both tooth brushing and professional dental cleaning; I'm not sure the latter would be appropriate at the merge target. Omphalographer (talk) 18:00, 24 August 2026 (UTC)reply
Relisted to generate a more thorough discussion and clearer consensus.
Relisting comment: There's a consensus to merge, but is it tooth brushing -> teeth cleaning or vice versa?
Please add new comments below this notice. Thanks, Dclemens1971 (talk) 19:20, 31 August 2026 (UTC)reply


Subotica Central Railway Station (edit | talk | history | protect | delete | links | watch | logs | views) – (View AfD | edits since nomination)
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probably LLM output. checking all the sources all but one did exist but none appeared to be actually relevant to the sentence the sources were citing daysantdev talk 19:32, 24 August 2026 (UTC)reply

Relisted to generate a more thorough discussion and clearer consensus.
Please add new comments below this notice. Thanks, BhikhariInformer 📮 (Ping me or else I won't see it) 19:59, 31 August 2026 (UTC)reply


Luwang Huiningsumba (edit | talk | history | protect | delete | links | watch | logs | views) – (View AfD | edits since nomination)
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Almost entirely LLM-generated page Astra Travasso (talk) 20:47, 23 August 2026 (UTC)reply

Relisted to generate a more thorough discussion and clearer consensus.
Please add new comments below this notice. Thanks, Dclemens1971 (talk) 03:10, 31 August 2026 (UTC)reply
Keep - We are, in fact, a place that covers myths, legends, and morality tales, if they can be reliably sourced. this is reliably sourced from solid folklorists so I see no reason why this shouldn't exist. Jishara (please ping upon response) (talk) 23:47, 31 August 2026 (UTC)reply


Ādityasena (edit | talk | history | protect | delete | links | watch | logs | views) – (View AfD | edits since nomination)
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Insignificant monarch, and possibly AI hallucinations, such as this source never mentions his inscriptions let alone about himself in the given cited pages and other sources only mentions the inscription, is that all we have? An inscription and 2 liner coverage with AI speech? Vasilystepanov (talk) 21:20, 18 August 2026 (UTC)reply

Keep - While he does need his article seriously cleaned up, royalty is a serious business. If he was truly a king - that's pretty notable. Wheatley2 (speak to me) (watch me) 15:34, 20 August 2026 (UTC)reply
If he is truly a notable king then surely it'll gain coverage which nowhere to be seen, passing mentions is far from notability, there's no Wikipedia guideline which attests presumed notability of royalty. Vasilystepanov (talk) 18:30, 20 August 2026 (UTC)reply
  • Keep. He's mentioned briefly in reliable sources such as Encyclopædia Iranica () and here and there in different Google Books, so he's not an AI hallucination. As for the sig coverege, there's a lot about him in a book "The Art of Eastern India, 300-800" (; I've counted 41 mentions without the endnotes) by an art historian. Loosewind (talk) 11:59, 21 August 2026 (UTC)reply
    Iranica: Ādityasena, a king of the Later Gupta, performed the aśvamedha. You want to have article on the basis of these 2 lines? WP:GNG is no joke. If there's no AI hallucinations then find me his mentions on cited pp. 119-120. The source you have cited does not yield a total coverage of even half a page of his 33 mentions. Vasilystepanov (talk) 17:30, 21 August 2026 (UTC)reply
Relisted to generate a more thorough discussion and clearer consensus.
Please add new comments below this notice. Thanks, Ad Orientem (talk) 00:05, 26 August 2026 (UTC)reply

Tools

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AI tools

General purpose

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Made by the Wikimedia Foundation:

Source verification

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Proofreading / edit checking

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Wikidata / SPARQL tooling

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  • ProVe (GitHub) - userscript + browser gadget for checking Wikidata reference quality via LLMs, triple verbalisation, and semantic similarity (~50 installs)
  • Wikidata MCP (GitHub) - Model Context Protocol server exposing SPARQL/search tools for LLM clients.
  • Wikidata Textifier - turns Wikidata items into LLM-ready text
  • WikiSP - fine-tuned LLaMA models translating natural-language questions into SPARQL over Wikidata
  • Wembedder - Gensim CBOW/word2vec knowledge-graph embedding of Wikidata items with a "most similar" API (2021-era, still live, 51★)

Anti-vandalism / patrolling

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  • PatrocleBot - AI auto-reverter using WMF's ORES/revertrisk models, deployed on Romanian Wikipedia (46,345 edits, running continuously)
  • SP42 - Rust-first Wikipedia patrolling workbench wired into LiftWing (alpha, 51 open issues, actively developed)
  • Wikiloop DoubleCheck - edit-review/patrolling tool, community-maintained "v5" rewrite shipped March 2026
  • qop - Wikidata anti-vandalism tool using a fine-tuned GPT-3.5 model (currently returns 404, appears down)
  • npp-finder by whether references contain URLs, a New Page Patrol triage utility

Detection of inconsistencies and errors

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Chatbots / Q&A over Wikipedia

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Content discovery & exploration

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  • Wikipedia Tree Browser (source) - jina-embeddings-v4 + gpt-oss-20b clustering for hierarchical visual browsing of Wikipedia topics (219 commits, most actively developed find)
  • CommonsVibe - Pinterest-style feed explorer for Wikimedia Commons categories
  • Did You Knows - GPT-4 tool surfacing DYK facts
  • Did You Know (OpenClaw skill) - delivers Wikipedia DYK hooks to chat apps using LLM-based topic categorization, read-only
  • jupyterkg - Jupyter Widgets interface for browsing Wikidata knowledge graphs (build with AI, but not a runtime AI user)

Discussion and communication support tools

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  • ConvoCompass – user-facing early warning system which alerts users when conversations are getting heated

Non-wiki tools that may provide examples or inspiration

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  • hallucinator - detects fake/hallucinated citations in academic papers — not Wikipedia-specific, but structurally relevant
  • refchecker - validates reference accuracy in academic papers, flags fabricated citations — not Wikipedia-specific, but structurally relevant
  • SIDE / verify_wikipedia - a Meta AI research codebase (custom retrieval model) for finding unverifiable Wikipedia citations, from the "Improving Wikipedia Verifiability with AI" paper (archived, inactive since 2022)

In the news

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See also

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Encyclopedia proper

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To display all subcategories click on the "►":

Wikimedia

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