Top Tweets for #citogenesis
Once upon a time, in the pre-AI world, something similar happened on Wikipedia.
Someone created a garbage article about "glucojasinogen" which was then introduced as a concept in real scientific papers. #glucojasinogen #citogenesis
ChatGPT diagnosed 40 million people with a disease that was invented as a joke.
Not a real disease. Not a misunderstood disease. A completely fictional condition with a fake name, fake papers, and fake statistics.
And it told patients to see a specialist.
The disease is called Bixonimania. A Swedish researcher at the University of Gothenburg invented it in 2024 to answer one question: what happens when you plant obviously fake medical information on the internet and watch AI absorb it?
She deliberately chose the name bixonimania because it sounded ridiculous — bixon is a nonsense word, and mania is a psychiatric term that no legitimate eye condition would ever use. She uploaded two papers to a preprint server. Both were obviously fraudulent. AI-generated images of patients with dark circles gave the fake research a veneer of plausibility.
Then she waited.
She did not have to wait long.
By April 13, 2024, Microsoft Bing's Copilot was declaring that bixonimania was an intriguing and relatively rare condition. On the same day, Google's Gemini was informing users that bixonimania was caused by excessive blue light exposure and advising them to visit an ophthalmologist. Later that month, Perplexity AI outlined its prevalence, one in 90,000 individuals were affected and OpenAI's ChatGPT was telling users whether their symptoms matched the fictional illness.
One in 90,000. A precise statistic. For a disease that does not exist.
Every red flag was visible. The name was absurd. The papers were crude. The condition made no scientific sense. None of the AI systems flagged any of it.
They read the fake papers. They absorbed the fake statistics. They presented both to patients with clinical authority and zero hesitation.
Then it got worse.
Three researchers at the Maharishi Markandeshwar Institute of Medical Sciences and Research in India published a paper in Cureus, a peer-reviewed journal owned by Springer Nature, the parent publisher of Nature itself that cited the bixonimania preprints as legitimate sources.
A real peer-reviewed paper. In a Springer Nature journal. Citing a fictional disease as established medical fact. Passing editorial review. Entering the permanent scientific record.
It was only retracted after the hoax became public.
Nature published a full investigation of the experiment. Alex Ruani, a health-misinformation researcher at University College London, called it a masterclass in how misinformation operates.
Here is the scale of what this means.
More than 40 million people turn to ChatGPT every day for health information, according to OpenAI's own analysis. ECRI, a US patient-safety nonprofit has named chatbot misuse the number-one health technology hazard of 2026. ECRI's report found that chatbots have suggested incorrect diagnoses, recommended unnecessary testing, promoted substandard medical supplies, and even invented nonexistent anatomy when responding to medical questions.
Number one. Out of every health technology hazard that exists in 2026.
An April 2026 study published in BMJ Open found that nearly half of the answers provided by leading AI chatbots to common health questions contain misleading or problematic information.
Nearly half. Of all health answers. From the tools 40 million people use every day.
Here is the line from the researcher that cuts through everything.
The Bixonimania case is striking precisely because it was engineered to be so obviously fake. The real question it raises is: what is passing through the same systems that is not nearly so easy to spot?
The experiment used a ridiculous name. Fraudulent papers. Visible red flags at every level.
It was designed to be caught.
It was not caught.
The AI that told patients about Bixonimania is the same AI they asked about their chest pain, their medication, their child's symptoms, and their cancer screening schedule.
40 million people. Every day.
And nobody is telling them that nearly half of what comes back may be wrong.
Source: Osmanovic Thunström · University of Gothenburg · Nature · April 2026 ·
Link in the (comments)

it shouldn't come as a surprise that #ChatGPT is as trustworthy as the #CIA when you ask it if it's lying. #Citogenesis is quickly becoming the #infodemic the narrative managers have cried wolf about for 3 years (& #Wikipedia critics have warned about for much longer than that)
I discovered months ago that Chat GPT will spit out false case citations & web links.
This new technology will just make up case law in effort to please its user.
Good lawyers check citations.
AI lies to lawyers. As do others.
Our job - figure it out.
https://t.co/vFgntGxSBV
Thanks @velocirapture23. I learned a new word today #citogenesis. Wow, your article I just finished reading and the rabbit hole I just emerged from put everything in perspective.
holy shit, #citogenesis hits the "intelligence" agencies
(for those unfamiliar w/the term, it means US/Israeli intel agents write entries, larding them w/#disinformation, which filters into the media due to lazy journos. Canadian intel reads the entries, checks w/media, is sold)
وهذا ما يراهن عليه صناع المحتوى المضلل في الانترنت، والذين يلجأون لـ (تخليق الاقتباس) وترويج الاستشهادات من خلال أدوات نشر الروابط وتنويع المصادر، بما يعزز من (تأثير ووزل) ويدفع الجمهور نحو تصديق المعلومات الزائفة.
#citogenesis

The Wikipedia Swanson Conversion Hoax Spreads into Mainstream Science! #swansonconversion #wikipedia #hoax #citogenesis #circularreporting https://t.co/XUZviOQCdl

The Wikipedia Swanson Conversion Hoax Spreads into Mainstream Science! #swansonconversion #wikipedia #hoax #citogenesis #circularreporting https://t.co/XUZviOQCdl

The Wikipedia Swanson Conversion Hoax Spreads into Mainstream Science! #swansonconversion #wikipedia #hoax #citogenesis #circularreporting https://t.co/XUZviOQCdl

The Wikipedia Swanson Conversion Hoax Spreads into Mainstream Science! #swansonconversion #wikipedia #hoax #citogenesis #circularreporting https://t.co/XUZviOQCdl

The Wikipedia Swanson Conversion Hoax Spreads into Mainstream Science! #swansonconversion #wikipedia #hoax #citogenesis #circularreporting https://t.co/XUZviOQCdl


My latest piece w/ @drgarynull exposing @Wikipedia as #objectivist hotbed of #bias & #Propaganda - #Neoliberal apologism treated as truth -modern #oracleofDelphi, beloved of #lazypress & purveyor of self sustaining hoaxes #citogenesis https://t.co/GNwFKZvvgM




Another #citogenesis incident courtesy of #Wikipedia, the free encyclopedia that corrupts the sum of human knowledge https://t.co/rq5xK3f2Za https://t.co/flnG4f4bQW
The Perils of Wikipedia: The Curious Case of the Swanson Conversion #wikipedia https://t.co/687XfkWldc

Think you've got a good citation? Think again! https://t.co/AgUPvxcdU8 #Citogenesis
#Citogenesis actually happens. How Wikipedia re-writes history http://t.co/jot41ayLld http://t.co/KQ2yQDe4Lp #xkcd

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