Elections 2024: Wikimedia Combating Misinformation Using AI and Human Intervention

In the lead-up to Elections 2024, the challenge of misinformation looms large. Amidst this, Wikimedia’s role in combating misinformation stands out. Through a blend of AI technologies and human intervention, Wikimedia is at the forefront of ensuring the integrity of information. Let’s delve into how Wikimedia is combating misinformation as the world prepares for these crucial elections.

Wikimedia Combating Misinformation
Discover how Wikimedia is using AI and human intervention to combat misinformation during Elections 2024, ensuring reliable information for voters worldwide.

Elections 2024: Wikimedia Combating Misinformation Using AI and Human Intervention

1. The Role of Wikimedia in Elections 2024

Overview of Wikimedia’s Efforts

In 2024, elections are being held in over 60 countries, including significant events like the general elections in India. With nearly half of the world’s population eligible to vote, the Wikimedia Foundation is focused on ensuring that the information accessed through Wikipedia remains accurate and reliable. The Foundation has deployed numerous tools and strategies to combat misinformation during this critical period.

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Global Reach and Impact

Wikipedia is one of the first sources of information that appears in search engine results, making it a vital resource for voters worldwide. The Wikimedia Foundation’s efforts to maintain the integrity of this information are crucial for informed decision-making by the public.

2. Human Intervention in Content Moderation

The Volunteer Community

Wikipedia’s content is curated by a global community of over 265,000 volunteers. These volunteers are dedicated to compiling and sharing information from reliable sources. They play a pivotal role in defending against misinformation by ensuring that all content meets Wikipedia’s strict policies.

Transparency and Open Processes

The process of content moderation on Wikipedia is designed to be transparent and open. Volunteers openly discuss and manage content, ensuring that the moderation process itself can be audited and trusted by the public.

3. The Use of AI on Wikipedia

AI Support for Volunteers

Since 2002, volunteers have been using AI and machine learning (ML) tools to support their work. The approach has always been to use AI to assist humans, not replace them. This “closed-loop” system ensures that human editors remain in control, improving and auditing the work done by AI.

Key Tools and Technologies

Wikimedia has developed a range of tools to help volunteers quickly identify and revert wrongful edits. These include bots like ClueBot NG and ST47ProxyBot, extensions like Twinkle, and web applications such as Checkwiki and CopyPatrol. These tools enhance the capacity of volunteers to maintain the quality of content on Wikipedia.

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4. Detection and Prevention of Vandalism

Vandalism Detection Bots

One of the most significant tools in Wikimedia’s arsenal is ClueBot NG, which detects vandalism on Wikipedia. This bot has been active for over a decade, using a training algorithm to identify and revert edits suspected of being vandalism. Volunteers manually label edits to train the bot, ensuring that it learns to identify malicious edits accurately.

Disciplinary Actions and Policies

When users repeatedly violate Wikipedia’s policies, administrators can take disciplinary actions, including blocking them from further editing. This helps maintain the integrity of the content, especially during sensitive times like elections.

5. Measures for Politically Sensitive Content

Neutral Point of View Policy

A fundamental pillar of Wikipedia is its commitment to a neutral point of view. All content must be based on reliable sources and presented without editorial bias. This is particularly important for politically sensitive topics.

Protection and Monitoring of Pages

During elections, Wikipedia editors take additional steps to protect relevant pages. This includes temporarily restricting modifications by less-experienced users and using watchlists to monitor new edits. Experienced editors and the arbitration committee have specific rules to handle contentious topics, ensuring that disruptive edits are promptly addressed.

6. Challenges and Future Developments

AI and ML Challenges

The use of AI and ML to safeguard Wikipedia content has faced challenges, particularly around elections. During the 2020 US Presidential elections, research projects led to the development of new machine-learning services to enhance oversight. These algorithms helped detect unsourced statements and identify malicious edits.

Future Strategies and Innovations

The Wikimedia Foundation is continuously exploring new ways to meet people’s knowledge needs responsibly. Future developments include the use of generative AI platforms to support the volunteer community and adapt to new trends in information dissemination and participation.


As Elections 2024 approach, the Wikimedia Foundation’s blend of AI and human intervention is essential in combating misinformation. While challenges remain, the ongoing efforts and innovations highlight the importance of vigilance and adaptability in ensuring the reliability of information on Wikipedia. By leveraging both advanced technologies and a committed volunteer base, Wikimedia is helping to safeguard the integrity of information during this crucial election year.


  1. How is Wikimedia combating misinformation during Elections 2024? Wikimedia uses a combination of AI tools and human intervention to monitor and edit content, ensuring accuracy and reliability.
  2. What role do volunteers play in Wikipedia’s content moderation? Over 265,000 volunteers globally compile and curate information, vigilantly defending against misinformation and ensuring transparency in moderation.
  3. How does AI support Wikipedia volunteers? AI tools assist volunteers by automating time-consuming tasks and identifying potentially malicious edits, allowing volunteers to focus on more complex moderation.
  4. What measures are in place to protect politically sensitive content on Wikipedia? Wikipedia implements strict policies, temporary page protections, watchlists, and specific arbitration rules to maintain neutrality and prevent disruptive edits.
  5. What challenges has Wikimedia faced using AI during past elections? Challenges include accurately detecting misinformation and managing the vast amount of content. Continuous improvements and research are aimed at addressing these issues.

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