University of Kwazulu-Natal

Tracking Disinformation These Ai Tools Can Help

Bonisiwe Shabane
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tracking disinformation these ai tools can help

This article was originally published by The Fix and is republished here with permission. Learn about the latest from the world of European media by signing up for their newsletter. Detecting disinformation is a key skill to have for journalists today. Fact-checking remains a human-led endeavor, but the massive volume of disinformation cannot be tackled by manual capacity alone. Here, AI-powered tools can help. University of Bergen’s Laurence Dierickx, a researcher on AI-driven journalism and fact-checking, says that “several projects are ongoing to provide more AI layers to help fact-checkers speed up a time-consuming process – an inherent...

The Fix gathered a range of tools that will help journalists and fact-checkers identify and address disinformation. These tools are categorized into four main categories – tools for text, images, videos, and detecting bot activity. Exorde is a global information processing platform that analyses the spread and virality of information pieces on the internet. The way it works is by spotting URL submissions which is textual content marked to be of interest to Exorde. It then processes the “sentiment” of the claim and what people’s reaction to that claim is globally. In the final stage, Exorde archives this information for public accessibility.

Ubikron Browser-based OSINT tool for tracking, tagging, and saving web investigations. Extracts entities and enriches content. Builds up RAG store with images, web pages you’ve seen, which you can query via custom created assistant. Indicator Resources Page Tools and research from Craig Silverman Indicator Guide to Connecting Websites Together Using OSINT Tools and Methods Indicator Academic Library A regularly updated collection of academic studies and industry reports about digital deception.

GenAI in the Newsroom: How Full Fact Uses GenAI to Find Harmful Health Advice As the world gears up for major elections, the threat of AI-generated disinformation looms large. In today’s digital age, where information spreads at an unprecedented pace, the threat of disinformation looms larger than ever before. From fabricated news stories to deepfake videos and doctored images, the proliferation of misleading content has become a significant challenge for individuals, organizations, and societies alike. Amidst this landscape of information disorder, artificial intelligence (AI) has emerged as a powerful ally in the fight against disinformation. By leveraging advanced algorithms and machine learning techniques, AI disinformation detection tools are capable of identifying and combating various forms of misleading content, ranging from textual claims to visual manipulations.

These cutting-edge tools not only empower fact-checkers, journalists, and researchers but also equip ordinary citizens with the means to discern truth from fiction in the digital realm. As the battle against disinformation intensifies, AI disinformation detection tools are proving to be invaluable assets in preserving the integrity of information and safeguarding the public discourse. In this era of information overload, arming yourself with the right tools is crucial to navigating the complex terrain of disinformation. Fortunately, there are several free AI disinformation detection tools at your disposal, each offering unique capabilities to combat fake news and ensure the authenticity of information. Let’s explore 10 powerful options that can fortify your defenses against misinformation. The Rise of AI in Politics: Impact on Elections, Campaigns and Governance

Your research is the real superpower - learn how we maximise its impact through our leading community journals The Rise of Disinformation and the Urgent Need for AI-Powered Solutions In an era defined by the rapid dissemination of information, the proliferation of disinformation poses a significant threat to individuals, communities, and democratic processes worldwide. Disinformation, often disguised as legitimate news or credible content, deliberately spreads false or misleading narratives to manipulate public opinion, sow discord, or advance specific agendas. The ease with which disinformation can be created and shared through digital platforms, coupled with sophisticated manipulation techniques, has created an urgent need for effective countermeasures. Artificial intelligence (AI) is emerging as a crucial tool in the fight against disinformation, offering innovative solutions to detect, analyze, and mitigate its impact.

Harnessing AI’s Potential to Detect and Debunk Disinformation AI’s analytical capabilities offer a powerful weapon against disinformation. Machine learning algorithms can be trained to identify patterns and anomalies in online content, flagging potentially false or misleading information. Natural language processing (NLP) enables AI systems to analyze text and understand the nuances of language, helping to differentiate between factual reporting and manipulated narratives. Sentiment analysis, another AI-driven technique, can assess the emotional tone of online content, revealing attempts to manipulate emotions or incite fear. These AI-powered tools can be employed to monitor social media platforms, news websites, and other online channels, providing real-time detection of disinformation campaigns.

Automating Fact-Checking and Verification Processes with AI Given the potential for AI to spread misinformation, it is critical to equip organizations with tools and strategies that counteract false narratives, especially when it comes to AI-generated content like deepfakes. Below is a comprehensive list of tools to help identify and mitigate misinformation and disinformation. Click the title to expand. Snopes: Verifies a wide range of claims, rumors, and misinformation. (snopes.com)

PolitiFact: Focuses on political claims and rates their accuracy. (politifact.com) FactCheck.org: Non-partisan project analyzing political statements. (factcheck.org) Reuters Fact Check: Verifies viral claims and misinformation. (reuters.com/fact-check)

The content on this site is (mostly) written by AI The content on this site is (mostly) written by AI AI researchers are teaching machines to detect disinformation by understanding the power of storytelling techniques. While artificial intelligence continues to amplify disinformation campaigns, researchers are developing sophisticated AI tools to detect and counter these threats. At Florida International University’s Cognition, Narrative and Culture Lab, scientists are teaching AI to identify disinformation by analyzing the narrative patterns that make false stories compelling and persuasive. Unlike traditional fact-checking approaches, these AI systems dig deeper into how stories are constructed, examining everything from usernames that signal false credibility to the cultural symbols that might resonate with specific audiences.

By mapping non-linear timelines and understanding cultural references, these tools can identify when a narrative doesn’t add up. We might not have all the answers but we welcome all questions. Please reach out to us with media inquiries, questions about membership or non-political partnership, ideas or requests. We look forward to hearing from you in any of the official Swiss languages or English. Δdocument.getElementById( "ak_js_1" ).setAttribute( "value", ( new Date() ).getTime() ); Do you have any further questions around becoming a digitalswitzerland member or a non-political partner of our foundation?

We are happy to have a conversation with you about our offerings. Δdocument.getElementById( "ak_js_2" ).setAttribute( "value", ( new Date() ).getTime() ); Get the latest digital thinking direct to your inbox. Join more than 14,000 fellow digital enthusiasts for our regular round-up of the latest news, project updates and ideas to inspire. Coverage by McKenzie Sadeghi, Dimitris Dimitriadis, Virginia Padovese, Giulia Pozzi, Sara Badilini, Chiara Vercellone, Natalie Huet, Zack Fishman, Leonie Pfaller, and Natalie Adams | Last Updated Oct. 24, 2025

From unreliable AI-generated news outlets operating with little to no human oversight, to fabricated images produced by AI image generators, the rollout of generative artificial intelligence tools has been a boon to content farms... This AI Tracking Center is intended to highlight the ways that generative AI has been deployed to turbocharge misinformation operations and unreliable news. The Center includes a selection of NewsGuard’s reports, insights, and debunks related to artificial intelligence. To date, NewsGuard’s team has identified 2,089 Undisclosed AI-Generated News and information websites spanning 16 languages: Arabic, Chinese, Czech, Dutch, English, French, German, Indonesian, Italian, Korean, Portuguese, Russian, Spanish, Tagalog, Thai, and Turkish. These websites typically have generic names, such as iBusiness Day, Ireland Top News, and Daily Time Update, which to a consumer appear to be established news sites. This obscures that the sites operate with little to no human oversight and publish articles written largely or entirely by bots — rather than presenting traditionally created and edited journalism, with human oversight.

The sites have churned out dozens and in some cases hundreds of generic articles, about a range of subjects including politics, technology, entertainment, and travel. The articles have sometimes included false claims, including about political leaders (see example below relating to the Israeli Prime Minister). Other false claims relate to celebrity death hoaxes, fabricated events, and articles presenting old events as if they just occurred.

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This article was originally published by The Fix and is republished here with permission. Learn about the latest from the world of European media by signing up for their newsletter. Detecting disinformation is a key skill to have for journalists today. Fact-checking remains a human-led endeavor, but the massive volume of disinformation cannot be tackled by manual capacity alone. Here, AI-powered t...

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The Fix gathered a range of tools that will help journalists and fact-checkers identify and address disinformation. These tools are categorized into four main categories – tools for text, images, videos, and detecting bot activity. Exorde is a global information processing platform that analyses the spread and virality of information pieces on the internet. The way it works is by spotting URL subm...

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