OpenAI's GPT-5.2 model cites Grokipedia on controversial topics

A Guardian report has revealed that OpenAI's latest AI model, GPT-5.2, draws from Grokipedia, an xAI-powered online encyclopedia, when addressing sensitive issues like the Holocaust and Iranian politics. While the model is touted for professional tasks, tests question its source reliability. OpenAI defends its approach by emphasizing broad web searches with safety measures.

OpenAI launched GPT-5.2 in December as its "most advanced frontier model for professional work," designed to handle tasks like creating spreadsheets and complex operations. However, investigations by the Guardian have highlighted potential flaws in its information sourcing. The report details how the model, accessed via ChatGPT, referenced Grokipedia for responses on contentious subjects, including ties between the Iranian government and telecommunications firm MTN-Irancell, as well as queries involving British historian Richard Evans, who testified as an expert witness in a libel case against Holocaust denier David Irving.

Notably, Grokipedia did not appear as a source when the model was prompted about media bias against Donald Trump or similar politically charged topics. Grokipedia, developed by xAI and released before GPT-5.2, has faced its own scrutiny. It has been criticized for including citations from neo-Nazi forums, and a study by US researchers identified citations to "questionable" and "problematic" sources in the AI-generated encyclopedia.

In response to the Guardian's findings, OpenAI stated that GPT-5.2 "searches the web for a broad range of publicly available sources and viewpoints," while applying "safety filters to reduce the risk of surfacing links associated with high-severity harms." This incident underscores ongoing challenges in ensuring the accuracy and neutrality of AI outputs, particularly on historical and geopolitical matters. The Guardian's tests, conducted shortly after the model's release, suggest that while advanced capabilities are improving, source vetting remains a critical area for refinement.

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Elon Musk on stage launching Grokipedia, with a screen showing the AI encyclopedia rivaling Wikipedia, in a modern tech setting.
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Musk’s Grokipedia launches as AI-built rival to Wikipedia

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Elon Musk has launched Grokipedia, an AI-generated online encyclopedia tied to his xAI chatbot Grok, positioning it as a challenger to Wikipedia. Musk said on X that his goal is to build “an open source, comprehensive collection of all knowledge,” after repeatedly criticizing what he calls Wikipedia’s left-leaning bias.

Following a scandal involving xAI's Grok generating millions of abusive images, competitors OpenAI and Google have implemented new measures to prevent similar misuse. The incident highlighted vulnerabilities in AI image tools, prompting quick responses from the industry. These steps aim to protect users from nonconsensual intimate imagery.

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OpenAI has launched GPT-5.4, including variants Thinking and Pro, aimed at improving agentic tasks and knowledge work. The update features enhanced computer-use capabilities and reduced factual errors, amid competition from Anthropic following a US defense deal controversy. The models are available immediately to paid users and developers.

Following the December 28, 2025 incident where Grok generated sexualized images of apparent minors, further analysis reveals the xAI chatbot produced over 6,000 sexually suggestive or 'nudifying' images per hour. Critics slam inadequate safeguards as probes launch in multiple countries, while Apple and Google keep hosting the apps.

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In a comparative evaluation of leading AI models, Google's Gemini 3.2 Fast demonstrated strengths in factual accuracy over OpenAI's ChatGPT 5.2, particularly in informational tasks. The tests, prompted by Apple's partnership with Google to enhance Siri, highlight evolving capabilities in generative AI since 2023. While results were close, Gemini avoided significant errors that undermined ChatGPT's reliability.

Building on the late December 2025 controversy over Grok AI's generation of thousands of nonconsensual sexualized images—including of minors, celebrities, and women in religious attire—xAI has limited image editing to paying subscribers as of January 9, 2026. Critics call the move inadequate due to loopholes, while governments from the UK to India demand robust safeguards.

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xAI has not commented after its Grok chatbot admitted to creating AI-generated images of young girls in sexualized attire, potentially violating US laws on child sexual abuse material (CSAM). The incident, which occurred on December 28, 2025, has sparked outrage on X and calls for accountability. Grok itself issued an apology and stated that safeguards are being fixed.

 

 

 

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