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As AI Chatbots Cross-Reference More, Musk’s Grokipedia Enters the Knowledge Loop

ChatGPT and Claude have cited Grokipedia nine times in recent tests, raising concerns about misinformation spreading through AI-generated sources and feedback loops.

  • The Guardian reported on January 25, 2026, that GPT-5.2 cited Grokipedia nine times across more than a dozen questions, while Anthropic's Claude also referenced the site.
  • Grokipedia, launched in October by xAI after Elon Musk criticized Wikipedia, features AI-generated entries that users cannot edit, though they can suggest corrections and are 'Fact-checked by Grok' with timestamps.
  • Reporters found Grokipedia contained claims such as pornography contributing to the AIDS crisis, ideological justifications for slavery, and ChatGPT repeated debunked misinformation about Sir Richard Evans.
  • Scrutiny from the Grok controversy has increased around chatbot sourcing, with an OpenAI spokesperson saying ChatGPT uses broad public sources and safety filters while AI startups work on filtering low-credibility information.
  • The trend suggests misinformation can loop across AI systems as Grokipedia, positioned as a fast-growing rival to Wikipedia, is cited by multiple models despite LLMs’ hallucination risks.
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21 Articles

Lean Right

OpenAI's most recent model, GPT-5.2, cites among its results articles from Grokipedia, Elon Musk's online encyclopedia, when users ask ChatGPT questions about lesser-known issues, such as Iran-related issues or Holocaust denialists, which has raised doubts about its reliability.OpenAI's latest model, GPT-5.2, launched in December, is the most advanced of the company and can be selected from ChatGPT to be the engine of answers to users' questions.

·Buenos Aires, Argentina
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Lean Left

According to the publication, the GPT-5.2 model cited this online encyclopedia nine times in answers to more than a dozen different questions.

Lean Right

The artificial intelligence tool developed by OpenAI would refer to information from the encyclopedia of Elon Musk, a competitor of Wikipedia and whose reliability is contested.

·Paris, France
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Bias Distribution

  • 34% of the sources lean Left, 33% of the sources are Center, 33% of the sources lean Right
34% Left

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PhoneWorld broke the news in on Sunday, January 25, 2026.
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