Editing Eurovision Wiki:WikiProject AI Cleanup/Noticeboard (section)

== User:Bronchalinox and Pangeanic ==

{{AIC status|cleanup_status=requested|tracking_subpage=}} <!--  Valid statuses: requested, ongoing, unnecessary, completed. Update if needed!  -->

{{userlinks|Bronchalinox}}

Article in question: [[Pangeanic]]

I would like to ask that an editor more familiar with detecting LLM-created work to take a look at this article. I'm not seeing any obvious red flags, but the editor in question has submitted several LLM-generated articles to AfC (see e.g. [[Draft:ValgrAI]], [[Draft:Tecnolettra]], and [[Draft:PRHLT Center (Pattern Rrcognition and Human Language Technologies)]]), and I think LLM use is highly likely given that the subject of the article is a company that specializes in machine translation. Mahalo, [[User:Musashi1600|Musashi1600]] ([[User talk:Musashi1600|talk]]) 11:54, 13 March 2026 (UTC)

:It's ambiguous, likely a combination of AI and human. The last line "Herranz is often interviewed" is AI slop, however. And there are assertions made in Wikipedia's voice that are cited to sources that quote the company or the founder making those claims. ~[[User:Anachronist|Anachronist]] (who / me) <small>([[User talk:Anachronist|talk]])</small> 00:49, 14 March 2026 (UTC)
:The source in the lead makes absolutely no mention of the company's "research-driven approach to machine translation," and 'says things but doesn't say anything' claims like "the company is known for its involvement in European Union-funded digital infrastructure projects" which is about as specific as saying a person is "known for their involvement in performing work for which their employer pays them" are 100% an indication of AI.
:The history subsections with a snappy title vaguely describing the events of that period, plus a date range ({{tq|Research evolution (2019-2023)}}), are very typical of AI too (see [https://en.wikipedia.org/w/index.php?title=Udit_Narayan&oldid=1329903958 this old revision] the article [[Udit Narayan]] for example)
:{{tq|The company frequently partners with academic institutions...}} is the kind of puffery that AI tends to come up with when it sees a single example of a partnership with a university. It's like in a CV when people write like something they did one time at their job was part of their core responsibilities.
:I suspect the article is at least partially human-authored rather than purely AI generated. It may even be LLM-translated from Spanish. I've gone ahead and draftified it so it can be reviewed at AfC before it's published. [[User:Athanelar|Athanelar]] ([[User talk:Athanelar|talk]]) 01:53, 14 March 2026 (UTC)