Wikipedia Editors Reject Jimmy Wales’s AI Tool Proposal for Reviews

Wikipedia editors rejected co-founder Jimmy Wales's proposal to integrate AI tools like ChatGPT into article reviews, citing failures in neutrality, verifiability, and sourcing. This reflects ongoing resistance to AI-generated content, including policies against "slop." The stance underscores Wikipedia's commitment to human-vetted knowledge, potentially influencing other platforms.
Wikipedia Editors Reject Jimmy Wales’s AI Tool Proposal for Reviews
Written by John Marshall

In a surprising turn of events that underscores the ongoing tensions between artificial intelligence and human-curated knowledge, Wikipedia’s community of editors has firmly rejected a proposal from co-founder Jimmy Wales to incorporate AI tools like ChatGPT into the article review process. The decision came after Wales experimented with the AI on a draft article about a fictional entity, only to discover that ChatGPT failed to adhere to Wikipedia’s core policies on neutrality, verifiability, and reliable sourcing. This incident, detailed in a recent report by 404 Media, highlights the platform’s cautious stance toward generative AI, even as tech enthusiasts push for its integration.

Wales, who has long championed Wikipedia’s open-editing model, shared his experiment on the platform’s discussion forums, suggesting that AI could assist in flagging issues like bias or factual errors. However, editors quickly dissected the AI’s output, pointing out hallucinations—instances where ChatGPT invented sources or misrepresented facts. One editor noted that the tool’s responses were “riddled with mistakes,” directly contradicting Wikipedia’s no-original-research rule. This backlash echoes broader concerns within the community, where AI is seen not as a collaborator but as a potential source of misinformation.

The Perils of AI in Knowledge Curation: As Wikipedia grapples with the influx of AI-generated content, this rejection serves as a stark reminder of the technology’s limitations. Editors argue that tools like ChatGPT prioritize fluency over accuracy, often fabricating details that could erode the encyclopedia’s credibility if not rigorously checked by humans.

The rejection aligns with Wikipedia’s recent policy updates aimed at combating AI “slop”—low-quality, machine-generated articles that flood the site. In August 2025, the community adopted a “speedy deletion” criterion known as G15, as reported by WinBuzzer, allowing for rapid removal of such content without lengthy debates. This measure was a direct response to the proliferation of AI tools, with editors citing examples where ChatGPT produced articles that violated basic guidelines, such as citing non-existent references or introducing subtle biases.

Moreover, this isn’t the first time Wikipedia has pumped the brakes on AI initiatives. Just two months prior, in June 2025, the Wikimedia Foundation paused a trial of AI-generated article summaries following vehement opposition from editors. According to Engadget, the feature was criticized for potentially undermining the collaborative ethos of the platform, with one editor warning it could “do immediate and irreversible harm to our readers and our reputation.” The foundation had planned to test the summaries on 10% of mobile visitors, but community uproar led to an abrupt halt.

Community Backlash and Future Implications: This pattern of resistance reveals a deeper philosophical divide—Wikipedia’s volunteer editors view AI as antithetical to the site’s mission of verifiable, human-vetted information, fearing that automation could centralize control and introduce unchecked errors into a resource trusted by millions worldwide.

Industry insiders see this as part of a larger reckoning for AI in content creation. Posts on X (formerly Twitter) have amplified sentiments of skepticism, with users highlighting ChatGPT’s failures in basic tasks like accurate fact-checking or policy adherence, though such anecdotes underscore public wariness rather than definitive proof. Meanwhile, Mashable reported on the June pause, noting how editors revolted against what they perceived as a threat to Wikipedia’s core values of transparency and collective accuracy.

For Wikipedia, which relies on over 100,000 active editors to maintain its 6 million-plus English articles, the rejection of Wales’s proposal reinforces a human-first approach. Yet, as AI evolves, the platform may face mounting pressure to adapt. Wales himself acknowledged the tool’s flaws but remains optimistic about refined applications, per the 404 Media piece. Still, editors’ swift dismissal suggests that any AI integration will require rigorous testing and community buy-in to avoid alienating the very people who built the world’s largest encyclopedia.

Balancing Innovation with Integrity: Looking ahead, Wikipedia’s stance could influence other knowledge platforms, emphasizing that while AI offers efficiency, it must not compromise the foundational principles of reliability and neutrality that define trustworthy information sources in the digital age.

This episode also raises questions about AI’s readiness for high-stakes roles. In tests referenced by ExtremeTech, ChatGPT struggled with tasks requiring nuanced understanding, such as detecting policy violations, further validating editors’ concerns. As the debate continues, Wikipedia’s model of resistance may serve as a blueprint for other organizations navigating the promises and pitfalls of generative AI.

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