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Wikipedia now uses generative AI to help, not harm, its community

Wikipedia is using generative AI to help volunteer editors manage repetitive tasks like translations and onboarding while keeping human judgment at the center.

By
Shubham Sawarkar
Shubham Sawarkar's avatar
ByShubham Sawarkar
Editor-in-Chief
I’m a tech enthusiast who loves exploring gadgets, trends, and innovations. With certifications in CISCO Routing & Switching and Windows Server Administration, I bring a sharp...
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- Editor-in-Chief
May 4, 2025, 8:59 AM EDT
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An artist’s illustration of artificial intelligence (AI). A black and white photo of a train speeding by.
Illustration by Winston Duke for Google DeepMind
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The Wikimedia Foundation has announced the integration of generative AI into Wikipedia’s editing process. This initiative aims to support the platform’s vast network of volunteer editors by automating routine tasks, thereby allowing them to focus more on content quality and editorial deliberation.

Chris Albon, Director of Machine Learning at the Wikimedia Foundation, emphasized that the goal is not to replace human contributors but to assist them. “We will take a human-centered approach and will prioritize human agency; we will prioritize using open-source or open-weight AI; we will prioritize transparency; and we will take a nuanced approach to multilinguality,” Albon stated.

The AI tools are designed to handle tasks such as background research, translation, and onboarding new volunteers. By automating these processes, editors can dedicate more time to critical thinking and consensus-building, which are essential to Wikipedia’s collaborative model.

Wikipedia has long utilized AI for functions like vandalism detection and content readability prediction. However, the rapid growth of global content and the increasing strain on its volunteer workforce necessitated a more integrated AI strategy. The Foundation is also tackling the issue of AI bots scraping the site, which has significantly increased server load. To mitigate this, they are launching a new dataset of structured Wikipedia content optimized for machine learning, aiming to preserve Wikipedia as a human-centric platform.

The Wikimedia Foundation’s AI strategy is grounded in principles of transparency and openness. By utilizing open-source or open-weight AI tools, the Foundation ensures that the technology remains accessible and adaptable to the needs of the community. This approach aligns with Wikipedia’s mission of providing freely accessible knowledge to everyone.


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