Wikipedia:Artificial intelligence resources

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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.

Protocols and information

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Policies

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AI usage
Images
Deletion

Guidelines

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Article content
Images
Sources
Talk pages
Behavioral
Deletion

Noticeboard

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Information pages

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Essays

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Humorous

Proposals

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WikiProjects

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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. See also, WikiTomte-LLM – a tool that finds a probable LLM-generated content (based on User:Gnomingstuff's Guide to finding AI-generated text).

Templates

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Tracking

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Edit filters
AI-generated text
Pages tagged with {{AI-generated}} or {{AI-generated inline}}
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AI-generated sources
Pages tagged with {{AI-generated source?}} or {{AI-retrieved source}}
To display all subcategories click on the "►":
AI-upscaled images
Pages tagged with {{Upscaled images}} or {{Upscaled inline}}
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Speedy deletions due to LLM content
Pages tagged with {{Db-g15}}
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Draft declined due to LLM content
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Discussions

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AI noticeboard – issues of AI misuse
Case Status Cleanup LLMPROD Latest filing (UTC) Last user edit Participants
User Time (UTC)
Belal Alhatimi Review Analysis Undetermined 2026-10-17 00:33 Gnomingstuff 2026-10-17 00:33 1
HumbleTree Review Analysis Undetermined 2026-10-16 21:22 Kisseran 2026-10-16 21:38 2
Munfarid1 Review Analysis Undetermined 2026-10-16 18:38 Kowal2701 2026-10-16 18:38 1
Nabulowa Review Analysis Undetermined 2026-10-16 18:27 Kowal2701 2026-10-16 19:53 1
Prayushk Review Analysis Undetermined 2026-10-16 18:04 Kowal2701 2026-10-16 19:22 1
Twixister Review Analysis Undetermined 2026-10-16 17:53 Twixister 2026-10-16 21:07 4
Momopooo et al Review Analysis Undetermined 2026-10-16 17:25 ChompyTheGogoat 2026-10-16 17:25 1
Terabyte646 Review Analysis Undetermined 2026-10-16 16:47 Kowal2701 2026-10-16 22:53 2
Zee21y Review Analysis Undetermined 2026-10-15 18:35 ChrysGalley 2026-10-15 18:35 2
VitalTtt Review Analysis Unnecessary 2026-10-15 12:30 Suðurhafsljósæta 2026-10-15 19:31 3
Jcsrbvl Review Analysis Undetermined 2026-10-14 21:15 M kuhner 2026-10-15 13:36 2
PayamAvarwand Review Analysis Undetermined 2026-10-14 19:04 Kowal2701 2026-10-15 20:48 1
Gowthamsaravanakumar Review Analysis Undetermined 2026-10-14 17:00 Kowal2701 2026-10-15 12:27 1
SIPE ILUMINARI Review Ongoing Undetermined 2026-10-14 14:24 Kowal2701 2026-10-15 12:26 1
Hounaam Review Analysis Undetermined 2026-10-14 01:31 Kowal2701 2026-10-15 17:07 4
Kober Review Analysis Undetermined 2026-10-13 23:53 Kowal2701 2026-10-15 21:00 1
Infrastorian Review Analysis Undetermined 2026-10-13 18:34 Kowal2701 2026-10-15 12:24 1
Kiilvish Review Analysis Waiting 2026-10-13 14:13 Kisseran 2026-10-15 12:25 2
Kandarpajit Kallol Review Analysis Undetermined 2026-10-13 12:01 Kowal2701 2026-10-15 12:22 1
BengalMC Review Analysis Undetermined 2026-10-12 21:54 Kowal2701 2026-10-15 12:21 1
ᱤᱧ ᱢᱟᱛᱟᱞ Review Analysis Undetermined 2026-10-12 11:50 Kowal2701 2026-10-15 07:14 1
Abskiee Review Analysis Undetermined 2026-10-12 09:24 Kowal2701 2026-10-15 12:18 1
PhilipJV Review Analysis Undetermined 2026-10-11 17:31 Kowal2701 2026-10-15 12:18 1
Pranjitkalita98 Review Analysis Unnecessary 2026-10-10 22:46 Kowal2701 2026-10-15 12:37 2
Morvellane Review Analysis Undetermined 2026-10-09 16:25 Kowal2701 2026-10-15 12:13 1
ProgramT Review Analysis Undetermined 2026-10-08 12:21 Kowal2701 2026-10-15 12:04 1
Yemenicoffee Review Analysis Undetermined 2026-10-07 16:28 Kowal2701 2026-10-15 12:02 1
Lord of Fantasy Review Analysis Undetermined 2026-10-07 11:00 Kowal2701 2026-10-15 11:59 1
Linaduliban Review Analysis Undetermined 2026-10-07 03:25 Kowal2701 2026-10-12 23:01 1
Deceptecon Review Ongoing Completed 2026-10-06 18:06 WhiteTailedEagle 2026-10-16 20:58 2
Author144 Review Ongoing Unnecessary 2026-10-06 12:18 Chaotic Enby 2026-10-16 19:13 4
Governor Sheng Review Analysis Undetermined 2026-10-05 19:07 Kowal2701 2026-10-12 22:58 1
Masterofthename Review Analysis Undetermined 2026-10-05 08:56 Kowal2701 2026-10-15 12:34 1
Militant.Insurgency Review Analysis Undetermined 2026-10-04 12:05 Kowal2701 2026-10-15 12:39 1
Shencypeter Review Analysis Undetermined 2026-10-04 07:17 Kowal2701 2026-10-15 11:55 1
Turwaq Review Analysis Undetermined 2026-10-04 03:44 Kowal2701 2026-10-12 22:55 1
YousifMustafa881 Review Analysis Undetermined 2026-10-03 17:53 Kowal2701 2026-10-12 22:53 1
Pachu1 Review Analysis Unnecessary 2026-10-03 09:45 Kowal2701 2026-10-14 18:06 1
MediaWiki MCP Server Review Analysis Undetermined 2026-10-03 09:37 Kowal2701 2026-10-12 22:50 1
Aqsis Bey Review Analysis Undetermined 2026-10-02 21:06 Kowal2701 2026-10-12 22:49 1
Give Up Review Analysis Undetermined 2026-10-02 20:46 Kowal2701 2026-10-12 22:49 1
StormL00ver Review Analysis Undetermined 2026-10-01 22:40 Kowal2701 2026-10-12 22:48 1
Berocca Addict Review Analysis Undetermined 2026-10-01 18:52 Kowal2701 2026-10-12 22:48 1
Warpandas Review Analysis Undetermined 2026-10-01 17:15 Kowal2701 2026-10-12 22:47 1
MNWiki845 Review Analysis Undetermined 2026-10-01 15:26 Gurkubondinn 2026-10-15 12:22 2
Kristan2025 Review Analysis Undetermined 2026-10-01 12:52 Kowal2701 2026-10-12 22:46 1
PorkNBeanz Review Analysis Undetermined 2026-10-01 08:19 Sarsenet 2026-10-14 19:32 2
HRShami Review Analysis Undetermined 2026-09-29 23:48 Kowal2701 2026-10-15 12:41 1
AFeatherlessBipehead Review Analysis Undetermined 2026-09-29 10:17 Kowal2701 2026-10-15 12:42 1
Agus Damanik Review Analysis Undetermined 2026-09-29 08:41 Kowal2701 2026-10-15 12:42 1
Ipflo Review Analysis Undetermined 2026-09-29 02:37 Kowal2701 2026-10-15 12:42 1
Nordfjording Review Analysis Undetermined 2026-09-28 21:39 Kowal2701 2026-10-15 12:43 1
Wikibenchris Review Analysis Undetermined 2026-09-28 19:20 Kowal2701 2026-10-15 12:43 1
Yikes9272 Review Analysis Undetermined 2026-09-28 17:41 Kowal2701 2026-10-15 12:44 1
LeSablierZeus Review Analysis Undetermined 2026-09-28 16:44 Kowal2701 2026-10-15 12:44 1
WellHelloBuddy Review Analysis Undetermined 2026-09-28 15:40 Kowal2701 2026-10-15 12:45 1
WindBorneListener Review Ongoing Undetermined 2026-09-28 15:37 Kowal2701 2026-10-12 22:28 1
Waxapple Review Analysis Undetermined 2026-09-28 15:00 Kowal2701 2026-10-15 12:45 1
System tinker 90 Review Analysis Undetermined 2026-09-27 21:30 Kowal2701 2026-10-15 12:45 1
JhowieNitnek Review Analysis Undetermined 2026-09-27 20:47 Kowal2701 2026-10-15 12:46 1
Grifomaniacs Review Analysis Undetermined 2026-09-27 20:20 Kowal2701 2026-10-15 12:46 2
TheCraftyCailleach Review Analysis Undetermined 2026-09-27 18:55 Kowal2701 2026-10-15 12:46 1
Third003 Review Analysis Undetermined 2026-09-27 15:52 Kowal2701 2026-10-15 12:47 1
Wikisadia16 Review Analysis Undetermined 2026-09-27 12:28 Kowal2701 2026-10-15 12:47 1
Tpbradbury Review Analysis Undetermined 2026-09-27 00:24 Kowal2701 2026-10-15 12:48 1
Arts culture editor Review Analysis Undetermined 2026-09-26 23:03 Kowal2701 2026-10-15 12:48 1
UzbukUdash Review Analysis Undetermined 2026-09-26 21:32 Kowal2701 2026-10-15 12:48 1
EdwinAlden.1995 Review Analysis Undetermined 2026-09-26 19:35 Kowal2701 2026-10-15 12:49 1
JMvanDijk Review Analysis Undetermined 2026-09-26 17:26 Kowal2701 2026-10-15 12:49 1
Judy6341 Review Analysis Undetermined 2026-09-26 16:04 Kowal2701 2026-10-15 12:50 1
GRohan2002 Review Analysis Undetermined 2026-09-26 07:31 Kowal2701 2026-10-15 12:50 1
MargaritaPLV Review Analysis Undetermined 2026-09-26 05:10 Kowal2701 2026-10-15 12:50 1
Acratopotes Review Analysis Unnecessary 2026-09-25 19:06 Kowal2701 2026-10-15 12:51 1
Preferwiki Review Analysis Undetermined 2026-09-25 03:55 Kowal2701 2026-10-15 12:51 1
Hrvatskaeditor Review Analysis Undetermined 2026-09-24 21:38 Kowal2701 2026-10-15 12:52 1
~2026-49615-10 Review Ongoing Unnecessary 2026-09-24 20:19 Kowal2701 2026-10-15 12:52 1
Vncdengc Review Ongoing Undetermined 2026-09-24 20:13 Kowal2701 2026-10-15 11:46 1
Divnanoc Review Analysis Undetermined 2026-09-24 14:39 Kowal2701 2026-10-15 12:53 1
JL 09 Review Analysis Undetermined 2026-09-23 04:58 Kowal2701 2026-10-15 12:53 1
HistorianSemiAmateur Review Analysis Unnecessary 2026-09-23 02:42 Kowal2701 2026-10-15 11:28 1
BLTSandwicher Review Completed Unnecessary 2026-09-22 15:41 Kowal2701 2026-10-15 12:53 1
TheBirdsShedTears Review Analysis Undetermined 2026-09-22 15:22 Kowal2701 2026-10-15 12:54 1
Yeshu972 Review Analysis Unnecessary 2026-09-22 04:32 Kowal2701 2026-10-15 12:54 1
Tiny Particle Review Analysis Undetermined 2026-09-21 14:55 Gurkubondinn 2026-10-16 12:42 2
VirtualStoic Review Analysis Undetermined 2026-09-21 13:37 Kowal2701 2026-10-15 12:55 1
Educatedblkman1914 Review Analysis Undetermined 2026-09-21 10:22 Kowal2701 2026-10-15 12:55 1
Vasyatka1 Review Analysis Unnecessary 2026-09-20 19:02 Kowal2701 2026-10-15 12:56 1
ProjectAutomate Review Analysis Undetermined 2026-09-20 06:41 Kowal2701 2026-10-12 21:57 1
Redwolf Milkshake Fox Review Analysis Undetermined 2026-09-20 05:11 Kowal2701 2026-10-15 07:13 1
Ticatsfan1999 Review Ongoing Undetermined 2026-09-20 00:44 Kowal2701 2026-10-12 21:55 1
DrMatzahBall Review Analysis Unnecessary 2026-09-18 11:26 Kowal2701 2026-10-12 21:53 1
Eliezer1987 Review Analysis Undetermined 2026-09-17 16:55 NicheSports 2026-10-16 20:14 2
Whiskerpedia Review Analysis Undetermined 2026-09-17 05:52 Kowal2701 2026-10-15 07:13 1
ManoiCMU Review Analysis Undetermined 2026-09-16 20:13 Kowal2701 2026-10-12 21:50 1
Wikieual Review Analysis Undetermined 2026-09-15 22:32 Kowal2701 2026-10-12 21:50 1
Yucalyptus Review Analysis Undetermined 2026-09-15 16:05 Kowal2701 2026-10-15 07:14 1
CockroachHunter Review Ongoing Unnecessary 2026-09-15 10:24 Kowal2701 2026-10-12 21:47 1
Tipkorir Review Analysis Undetermined 2026-09-14 23:48 Kowal2701 2026-10-12 21:45 1
Curt1us Review Ongoing Undetermined 2026-09-14 11:51 Kowal2701 2026-10-12 21:44 1
Benigo36 Review Analysis Undetermined 2026-09-13 14:42 NicheSports 2026-10-16 06:17 2
Martinpri Review Analysis Undetermined 2026-09-12 03:59 Kowal2701 2026-10-12 21:41 1
SourceSeekerr Review Ongoing Unnecessary 2026-09-12 02:51 Kowal2701 2026-10-15 07:15 1
BoonDock Review Ongoing Undetermined 2026-09-11 11:52 Kowal2701 2026-10-12 21:39 1
ArzLibnan Review Analysis Undetermined 2026-09-11 01:12 Kowal2701 2026-10-15 15:02 1
The Sergei Review Analysis Undetermined 2026-09-08 11:43 Kowal2701 2026-10-15 07:15 1
AkaneNel Review Analysis Undetermined 2026-09-08 05:07 Kowal2701 2026-10-12 21:32 1
Kent Wang Review Analysis Undetermined 2026-09-07 12:25 Kowal2701 2026-10-12 21:31 1
Chiserc Review Analysis Undetermined 2026-09-04 17:26 Kowal2701 2026-10-12 21:29 1
Utkarsh Nandan Oreya Review Analysis Undetermined 2026-09-04 00:38 Kowal2701 2026-10-12 21:28 1
Indinfokmr Review Ongoing Undetermined 2026-09-01 15:01 NicheSports 2026-10-17 01:37 2
Middleground1 Review Ongoing Undetermined 2026-08-30 15:38 Kowal2701 2026-10-12 21:22 1
Stardust20 Review Analysis Unnecessary 2026-08-28 15:02 Kowal2701 2026-10-12 21:20 1
CRASATO.99 On hold Analysis Undetermined 2026-10-15 12:34 Kowal2701 2026-10-15 20:26 3
DJ71park On hold Completed Completed 2026-10-12 14:54 Knypster 2026-10-15 14:07 3
Communityupdater2847 On hold Completed Unnecessary 2026-10-07 15:13 Kowal2701 2026-10-15 12:00 1
SerChevalerie On hold Ongoing Undetermined 2026-09-14 05:47 SerChevalerie 2026-10-13 04:21 2
The Lexicographist On hold Ongoing Undetermined 2026-09-10 15:39 NicheSports 2026-10-13 02:31 1
DesiMoore Inactive Analysis Undetermined 2026-10-17 00:38 Kowal2701 2026-10-17 00:38 1
(G)jabz Partial block Analysis Undetermined 2026-10-16 19:09 (G)jabz 2026-10-16 23:16 3
AdnanGhaffarAI Site block Analysis Undetermined 2026-10-13 22:40 Kowal2701 2026-10-15 21:04 1
JGBlue1509 Partial block Analysis Undetermined 2026-10-13 13:07 Newslinger 2026-10-14 18:02 1
Reversetalk Resolved Analysis Undetermined 2026-10-12 13:58 Kowal2701 2026-10-15 12:19 1
RuthStevens Resolved Analysis Undetermined 2026-10-04 14:46 NicheSports 2026-10-15 14:21 2
Ditaap13 Partial block Analysis Completed 2026-10-02 14:07 AnomieBOT 2026-10-15 16:02 7
Тараненко Артем Partial block Analysis Undetermined 2026-10-01 16:50 NicheSports 2026-10-15 14:19 2
Praseodymium-141 Resolved Analysis Undetermined 2026-09-30 21:38 NicheSports 2026-10-15 14:19 2
Vanderwaalforces Partial block Analysis Undetermined 2026-09-30 01:45 Cedarshadow 2026-10-16 17:15 11
Nsokolsky Partial block Analysis Unnecessary 2026-09-28 11:13 NicheSports 2026-10-15 14:18 2
Huletitaliator Site block Analysis Undetermined 2026-09-25 20:27 Toadspike 2026-10-16 11:08 5
Issac I Navarro Resolved Analysis Undetermined 2026-09-23 11:49 Kowal2701 2026-10-15 11:41 1
Dfsjlk1 Inactive Analysis Undetermined 2026-09-23 00:27 Kowal2701 2026-10-15 11:42 1
Itsetsyoufree32 Resolved Analysis Unnecessary 2026-09-20 03:06 Kowal2701 2026-10-15 11:24 1
Kskhh Inactive Analysis Undetermined 2026-09-13 12:03 NicheSports 2026-10-16 19:28 2
Rednaxela1962 Inactive Analysis Undetermined 2026-09-11 20:51 Gurkubondinn 2026-10-16 14:17 3
Shivaji Mitra Resolved Analysis Undetermined 2026-09-10 15:52 NicheSports 2026-10-15 14:18 1
RogerYg Partial block Analysis Undetermined 2026-09-10 13:54 RogerYg 2026-10-17 05:43 4
Capankajsmilyo Resolved Analysis Undetermined 2026-09-10 05:26 NicheSports 2026-10-15 14:17 1
Noboyo Partial block Analysis Undetermined 2026-09-02 22:54 Kowal2701 2026-10-12 21:28 1
Cyberkiborg Resolved Analysis Undetermined 2026-08-27 11:53 NicheSports 2026-10-15 14:16 2
Faraortho Partial block Ongoing Undetermined 2026-10-15 21:23 Gurkubondinn 2026-10-15 21:59 3
Bookleo Partial block Ongoing Undetermined 2026-10-05 23:04 Suðurhafsljósæta 2026-10-16 13:22 3
Wk3v78k23tnsa Partial block Ongoing Undetermined 2026-09-30 23:35 M kuhner 2026-10-16 15:29 3
Help.Football.History Site block Ongoing Undetermined 2026-09-29 18:21 Kowal2701 2026-10-12 22:36 1
Kagerou47 Resolved Ongoing Undetermined 2026-09-09 18:02 M kuhner 2026-10-17 06:03 3
Oswald Quinsley Site block Ongoing Waiting 2026-10-16 22:56 M kuhner 2026-10-17 05:39 5
DesayunoPR Partial block Ongoing Unnecessary 2026-10-14 21:05 M kuhner 2026-10-16 04:33 4
Mahadiarch Partial block Ongoing Waiting 2026-10-14 10:30 M kuhner 2026-10-16 15:18 2
Warairarepano&Guaicaipuro Inactive Completed Ongoing 2026-10-14 07:01 Kowal2701 2026-10-16 16:13 3
Sanchoof Inactive Ongoing Ongoing 2026-10-13 20:09 Kisseran 2026-10-14 12:08 2
Wed400 Partial block Ongoing Requested 2026-10-13 16:50 Kisseran 2026-10-15 09:07 4
Dtf1978 Site block Completed Ongoing 2026-10-13 11:11 Kowal2701 2026-10-13 21:36 5
FarsiEditor2026 Site block Completed Waiting 2026-10-13 09:01 Gurkubondinn 2026-10-15 07:37 4
KatieRaeEdits Inactive Completed Requested 2026-10-10 23:04 M kuhner 2026-10-16 15:24 3
Carigval.97 Site block Ongoing Requested 2026-10-10 21:23 M kuhner 2026-10-17 02:17 10
HarrowAdelphus Site block Completed Requested 2026-10-10 18:55 M kuhner 2026-10-16 15:23 4
LegacyWiki Site block Completed Requested 2026-10-10 17:15 M kuhner 2026-10-16 15:23 5
CromsFury Site block Completed Requested 2026-10-10 00:56 M kuhner 2026-10-16 15:21 5
AmatureHistorian47 Resolved Completed Requested 2026-10-09 22:27 Not-cheesewhisk3rs 2026-10-15 16:19 3
Massel77 Partial block Completed Requested 2026-10-09 21:22 M kuhner 2026-10-16 15:20 4
InkstoneAtlas Inactive Ongoing Requested 2026-10-09 19:45 M kuhner 2026-10-16 06:12 4
Hasekidms Site block Ongoing Unnecessary 2026-10-09 02:35 Minoa 2026-10-16 19:13 3
Pristino Partial block Ongoing Ongoing 2026-10-08 18:57 Kowal2701 2026-10-16 22:01 2
DMVHistorian Inactive Ongoing Completed 2026-10-08 00:33 M kuhner 2026-10-15 15:22 2
LifeLearning Resolved Ongoing Unnecessary 2026-10-04 22:41 Dionysodorus 2026-10-16 11:45 3
Wester2 Site block Ongoing Unnecessary 2026-10-04 17:08 NicheSports 2026-10-15 14:09 3
ScottyNolan Site block Ongoing Completed 2026-10-04 04:38 CamAnders 2026-10-16 08:27 5
Paperbirch32 Resolved Ongoing Ongoing 2026-10-02 18:25 NicheSports 2026-10-15 14:07 3
Ananya Taye Site block Ongoing Completed 2026-10-02 11:11 Knypster 2026-10-15 14:04 4
Ebubedike1 Site block Completed Ongoing 2026-09-28 20:10 Kowal2701 2026-10-17 00:01 3
Er-gg1ab Site block Ongoing Unnecessary 2026-09-25 16:12 M kuhner 2026-10-15 15:49 3
Bwoart Inactive Ongoing Ongoing 2026-09-21 19:54 NicheSports 2026-10-15 14:06 4
Harold9595959 Site block Ongoing Completed 2026-09-21 12:48 NicheSports 2026-10-15 14:05 4
EZPopoluv Site block Ongoing Ongoing 2026-09-11 19:00 NicheSports 2026-10-15 14:04 2
Electragod77 Inactive Ongoing Unnecessary 2026-09-11 11:03 NicheSports 2026-10-15 14:03 3
Garudindflamewing Resolved Ongoing Requested 2026-09-09 15:47 M kuhner 2026-10-16 04:22 3
Wolf july Partial block Ongoing Waiting 2026-09-08 15:48 M kuhner 2026-10-17 05:17 4
MeloMaster Inactive Ongoing Completed 2026-09-01 04:49 NicheSports 2026-10-15 13:59 3
Thomson Walt Site block Ongoing Ongoing 2026-08-26 15:39 DVRTed 2026-10-17 03:07 5
Kareem.Hany.researcher Partial block Ongoing Completed 2026-08-24 18:33 NicheSports 2026-10-15 13:58 1
BiscuitsBeforeBias Inactive Ongoing Completed 2026-08-19 04:57 NicheSports 2026-10-15 13:56 4
Preye douglas Site block Completed Ongoing 2026-08-16 21:39 Kowal2701 2026-10-17 00:00 3
JasonGen Site block Ongoing Completed 2026-08-09 08:51 M kuhner 2026-10-16 00:20 2
Owais Al Qarni Inactive Ongoing Completed 2025-11-30 03:56 InfernoHues 2026-10-16 01:17 3

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Suspected AI-generated articles
Vampa (edit | talk | history | protect | delete | links | watch | logs | views) – (View AfD | edits since nomination)
(Find sources: Google (books · news · scholar · free images · WP refs) · FENS · JSTOR · TWL)

Doesn't seem to be notable. EDM.com and Dancing Astronaut don't seem reliable from past discussions, and what they do feels press-releasy. only source left that may possibly be reliable and independent is EDM Identity, but that's only one source and we need multiple. couldn't find anything else. article is also AI-generated and so will need to be stubbified, regardless of what happens here. 1brianm7 (talk) 21:56, 16 October 2026 (UTC)reply

Health and appearance of Ariana Grande (edit | talk | history | protect | delete | links | watch | logs | views) – (View AfD | edits since nomination)
(Find sources: Google (books · news · scholar · free images · WP refs) · FENS · JSTOR · TWL)

over 70% AI-generated, patent issues with WP:NOTGOSSIP. Writing about racefishing on Wikipedia...? Really...? Not everything needs to be covered on Wikipedia let alone have an article just because sources cover it. Petal ꕤ (bunny hop) 22:01, 15 October 2026 (UTC)reply

Delete per WP:NEWLLM and WP:TNT. Topic might be notable, but is in no state to remain in mainspace. मल्ल (talk) 22:45, 15 October 2026 (UTC)reply
Delete per nom and the related discussion here and a previous similar discussion here on Ariana Grande's talk page. the only way i could see this topic at all existing on this site is in a non-focused section of an article more generally about grande's public image (which i believe has heaps more potential for a dedicated article than her health and appearance, most of which is NOTGOSSIP), but even that's a stretch. as it stands (and, honestly, as it could ever be rewritten), a standalone article is not warranted.
also, the cultural appropration/racefishing has briefly existed on grande's article before, but it caused an edit war and a lengthy discussion on whether to include it which was seemingly decided against (as it hasn't been added back since, as far as i can tell). so both previous consensuses were obviously not considered nor seeked to be changed.
the way i see it, if it was deemed unfit for a mere mention on her main article (for a reason other than total length), it's even less fit for a standalone article. — saddestslug. | i figure we could work it out (skrrt, skrrt) 03:59, 16 October 2026 (UTC)reply
Yoav Eshed (edit | talk | history | protect | delete | links | watch | logs | views) – (View AfD | edits since nomination)
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Article created and maintained by single-purpose account that has to be repeated have promotional wordings removed from new additions. Newest additions is just straight up LLM generated. New user starting an article skipping directly through AfC for the sole purpose of promoting someone - nuke and go for AfC when it's ready. 海盐沙冰 / aka irisChronomia / Talk / Uploads 12:37, 15 October 2026 (UTC)reply

  • Weak keep. It's all about who wrote the article. Anyone can create an article directly, AfC is optional and this one isn't even new it's been around since 2016. Correct me if I'm wrong, but if there's promo or LLM text it can be fixed or reverted, which was already done. Deleting a possibly notable subject because of who edited it isn't how this works, AfD isn't cleanup. On the actual question: El Espectador ran a full piece on him in 2022, though it's mostly interview. The JPost is good one but short. He was also finalist at the Montreux Jazz Festival in 2014 Placing at a major competition is one of the music criteria and Montreux seems like it counts. ArcticSnowWind (talk) 14:17, 15 October 2026 (UTC)reply
  • Note: this discussion has been included in the list of Suspected AI-generated articles-related AfD discussions. ‑‑gurkubondinn 14:29, 15 October 2026 (UTC)reply
  • Delete: Only the Hebrew source given in the comment above really helps, the first is an album review for another person and the third one isn't really independent. I don't see any sources in my search, only one concert video from a New York State performance. I'm not seeing enough for notability. Oaktree b (talk) 15:51, 15 October 2026 (UTC)reply
    He has an established career as a jazz guitarist with a wide international reach. Well known among jazz musicians. He performed as a bandleader at Blue Note Jazz Club in NYC, Birdland, major festivals in Europe, South America, Canada. ~2026-55517-76 (talk) 19:08, 16 October 2026 (UTC)reply
  • Delete. I found a passing mention on Ynet. Not much to go by. Right now it's WP:TOOEARLY and a WP:GNG failure. gidonb (talk) 23:58, 16 October 2026 (UTC)reply
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
  • Comment I was able to find this: , which might be WP:SIGCOV (I'm not familiar with the source). Otherwise the best I could do was (Ref. 2 in the existing article), which looks like churnalism to me. The WSJ piece (Ref. 23 in the article) might be significant. I'm leaning keep based on that, but the article is full of AI-ish puffery and superfluous sources that mention the company once while discussing completely different topics. If the previous user (the creator) could link to a non-paywalled version of the Economist piece cited in the article that would be helpful; that could be a real source although the title doesn't fill me with hope. If kept, the article needs a massive haircut. WeirdNAnnoyed (talk) 23:02, 15 October 2026 (UTC)reply
    Per WP:LLMPRV LLM-generated articles can be deleted even if they are notable. Shocksingularity (talk) 17:20, 16 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

please is the page now live on articles? Abrotem (talk) 10:07, 16 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

  • Support - Per nomanators reason. To much LLM and poor sourcing. The best way is just to redo this from ground up.
  • Keep. We don't delete entries because they're bad, we delete them because they're not relevant to the encyclopedia. Sloppy content can easily be identified. Should soon be deleted. None of this material is related to the compromising material our number account tries to remove from the page, based on a misreading of the guidelines.
Selbstporträt (talk) 22:42, 15 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

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

Oh whoops, Sealion Press is an alternate history site. This source briefly mentions fighting the French in Wadai. The article creator says the sources are in Arabic, which is why I couldn't find them searching for English titles. Fences&Windows 10:46, 16 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
Speedy Keep A profile in Teen Vogue, and articles in Vogue (magazine), Allure (magazine), Cosmopolitan (magazine) and more is reliable significant coverage.H0n0r (talk) 21:50, 16 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
  • Delete Fails WP:NOLLM and will have to be tossed out regardless of content. ᴢxᴄᴠʙɴᴍ (ᴛ) 17:22, 15 October 2026 (UTC)reply
  • Delete I can't believe that these articles are still up and that there are people contesting their deletion. Evaluating these articles case-by-case is a waste of time. These are straightforward cases of articles that were generated by LLMs. It doesn't matter if they were created before WP:NOLLM, and it doesn't matter if they were edited afterward to remove signs of LLM usage. That doesn't change the fact that they were systematically created through LLM-generation as part of a college course. If you think Wikipedia could benefit from articles on these topics, then you might as well put in the hard work of researching these topics and writing the articles yourself. Don't rely on a tool that prioritizes quantity over quality. Lazman321 (talk) 00:26, 16 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
  • Delete as LLM-generated, without prejudice to a new article written from scratch. The close paraphrasing shown on the talk page means the current text cannot simply be copyedited. Miovcixi (talk) 13:56, 16 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

  • Note: this discussion has been included in the list of Middle East-related AfD discussions. WeirdNAnnoyed (talk) 23:01, 10 October 2026 (UTC)reply
  • Note: this discussion has been included in the list of Suspected AI-generated articles-related AfD discussions. Shellwood (talk) 23:05, 10 October 2026 (UTC)reply
  • Wow! After all these years of editing and participating in countless AfD's for almost 2 decades, this is the first time I have been called a Nazi - which clearly goes against Wiki's civility policies. Calling another editor a Nazi is not what we do here. Real Nazis will laugh hearing somene call me, of all people, a Nazi! Comment on the edits not the editor. Calling me a Nazi is totally unacceptable and goes against our policies, and I'll leave it in the capable hands of the closing Admin and other editors. I initially opened a discussion at Talk:Cannibalism in the Arab world#Tag when the article was initially tagged - and another editor and I engaged in good, honest, and respectful dialogue, and in good faith. And for the record, I am voting Keep! The article is notable and there are plenty of RS. Editorial issues are not grounds for deletion. Tamsier (talk) 23:08, 11 October 2026 (UTC)reply
    Please calm down. I didn't call you a Nazi, I said the tone and phrasing brought WP:NONAZIS to mind. And the article is almost certainly an LLM product, so the presence of sources is irrelevant. WeirdNAnnoyed (talk) 10:49, 12 October 2026 (UTC)reply
    Delete and Refideas the sourcing at Cannibalism in Asia. Principally, the author does not dispute the question of AI writing, which is pretty evident from the first sentence onwards, alongside the manner in which sources are presented (I don’t like to go more in depth than that because it just gives clues as to how they can avoid the accusation the next time around). That’s enough per WP:NEWLLM, but the fact that it’s directed at “the Arab world” doesn’t help. I find it hard to believe that someone who expressly indicates that they’re native speaker of Wolof is a Nazi in disguise, but that’s immaterial regardless. There really doesn’t need to be an article about cannibalism in [insert any ethnicity] unless it’s been shown to play a major role in that culture (whether as a present tradition (see Korowai people) or historical norm (see Asmats), which is absolutely not the case here (See WP:PAGEDECIDE).
    Most of the sourcing seems to only talk about edge cases (i.e punishment for individuals found to have committed the act despite obvious cultural objection) and instances of extreme hardship (i.e periods of mass starvation, siege, etc.) where the unfortunate truth is that people had effectively no other choice (it should be made clear that in such periods, people lose the physical and psychological capacity necessary to resist their hunger drive, which is why you only hear about cannibalism in the most genuinely extreme cases). I’ll admit that I didn’t go particularly in depth in my analysis, which I feel no obligation to do given the circumstances, the nature of the events the sources are discussing see WP:SATISFY if you somehow object to that in any way), and the fact that I’m doubtful any of those I didn’t look at are going to be all too different from the rest.
    I see nothing here that justifies this page’s standalone inclusion, even with reliable sources. If the author wants to use them to write it themselves, they’re welcome to do so at Cannibalism in Asia, in a setting where it’s presented with the understanding that next to no culture accepts it as normal practice, which pretty plainly isn’t implied to be the case based off the title here, regardless of what’s actually contained within the article itself. I’m gonna be really pissed if I see something like this brought up here again.
    CSGinger14 (talk) 05:50, 17 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

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

Relisted to generate a more thorough discussion and clearer consensus.
Relisting comment: Relisting to attempt to reach quorum.
Please add new comments below this notice. Thanks, In solidarity, asilvering (talk) 02:00, 17 October 2026 (UTC)reply
The following discussion is an archived debate of the proposed deletion of the article below. Please do not modify it. Subsequent comments should be made on the appropriate discussion page (such as the article's talk page or in a deletion review). No further edits should be made to this page.

The result was keep. Star Mississippi 02:42, 17 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

The above discussion is preserved as an archive of the debate. Please do not modify it. Subsequent comments should be made on the appropriate discussion page (such as the article's talk page or in a deletion review). No further edits should be made to this page.
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
Relisted to generate a more thorough discussion and clearer consensus.
Relisting comment: The proposed destination article is also proposed for a merge. Do we really need to merge this? ie, do we need to retain this content?
Please add new comments below this notice. Thanks, In solidarity, asilvering (talk) 02:27, 17 October 2026 (UTC)reply
The following discussion is an archived debate of the proposed deletion of the article below. Please do not modify it. Subsequent comments should be made on the appropriate discussion page (such as the article's talk page or in a deletion review). No further edits should be made to this page.

The result was keep. In solidarity, asilvering (talk) 02:36, 17 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
The above discussion is preserved as an archive of the debate. Please do not modify it. Subsequent comments should be made on the appropriate discussion page (such as the article's talk page or in a deletion review). No further edits should be made to this page.
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
Relisted to generate a more thorough discussion and clearer consensus.
Relisting comment: I see consensus against a standalone, but is there anything worth merging? The LLM concerns haven't been much discussed.
Please add new comments below this notice. Thanks, Vanamonde93 (talk) 23:57, 16 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?
Please add new comments below this notice. Thanks, Sandstein 15:28, 11 October 2026 (UTC)reply


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.
Please add new comments below this notice. Thanks, Cavarrone 07:47, 10 October 2026 (UTC)reply


'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.
Please add new comments below this notice. Thanks, Hey man im josh (talk) 12:23, 2 October 2026 (UTC)reply
Relisted to generate a more thorough discussion and clearer consensus.
Please add new comments below this notice. Thanks, Cavarrone 07:38, 10 October 2026 (UTC)reply
  • 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
Relisted to generate a more thorough discussion and clearer consensus.
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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.
Please add new comments below this notice. Thanks,  — Chris Woodrich (talk) 01:16, 1 October 2026 (UTC)reply
Relisted to generate a more thorough discussion and clearer consensus.
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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.
Please add new comments below this notice. Thanks, — CactusWriter (talk) 18:08, 30 September 2026 (UTC)reply
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.
Please add new comments below this notice. Thanks, Vanamonde93 (talk) 03:21, 10 October 2026 (UTC)reply
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
@XonMalti Well for starters the fact that there’s an entire paragraph of the lede devoted to a general overview of the history of the banking industry itself. Even if you did write it yourself it’s plainly original research (not in the sense that it’s necessarily incorrect, but that it’s entirely unnecessary to have here). I’d like to believe it was a simple mistake on your part, but the fact that concerns raised about it don’t make it glaringly obvious to you that some explanation is in order for that material specifically doesn’t help.
CSGinger14 (talk) 03:31, 17 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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Relisted to generate a more thorough discussion and clearer consensus.
Please add new comments below this notice. Thanks, Sandstein 11:45, 6 October 2026 (UTC)reply
  • 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
  • Delete per NOLLM. The notability of this topic is secondary: there is no salvageable content in this article. Vanamonde93 (talk) 17:18, 15 October 2026 (UTC)reply
Relisted to generate a more thorough discussion and clearer consensus.
Relisting comment: There's currently a rough consensus that this article falls short of notability guidelines, but there remains disagreement as to whether any of the content is salvageable through a merge. Further discussion as to whether a merge is worthwhile is encouraged; new participants are also welcome to make additional arguments towards keeping the article outright if they so choose
Please add new comments below this notice. Thanks, signed, Rosguill talk 19:58, 15 October 2026 (UTC)reply
  • Delete, this fails NOLLM and any concerns about the notability are secondary. The AI user is avoiding saying outright that this is LLM-generated, and just talking around it with vague non-answers. If there's anyone that can say with certainty it is the account that has submitted it, but instead they are talking as if they can't possibly know. Just delete this, someone else is free to try to write a new article about this topic if they want to and can establish the notability of the topic. Lets not waste more time on this than we need to. ‑‑gurkubondinn 20:03, 15 October 2026 (UTC)reply

Comment @JondeJon1:'s comments have an AI vibe. AIs use "I (would) appreciate" a lot more than humans. Nononsense101 (talk) 20:50, 15 October 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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Wikimedia

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