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Fact-Checking Tips Highlighted on International Fact-Checking Day as AI-Generated Content Spreads

As AI-generated content continues to appear across social media, news outlets, and individual feeds, experts are urging the public to take extra care in verifying images and videos. On the 10th annual International Fact-Checking Day, authorities highlighted ways to identify AI-generated disinformation, noting its presence in topics ranging from the US-Iran conflict to European elections.

A recent study published in PNAS Nexus surveyed 27,000 people across 27 EU countries to assess how accurately they could identify AI-generated headlines. Researchers found that nearly half of AI-created headlines were considered “mostly” or “completely real,” slightly higher than 44% of human-written headlines. Participants were more likely to share and trust AI-generated stories when they appeared linked to real events. The study indicated that distinguishing human-created content from AI-generated material remains a significant challenge.

Experts recommend a combination of visual scrutiny, research, and fact-checking to reduce the risk of spreading false content. The Global Investigative Journalism Network (GIJN) advises looking for visual cues in images and videos, such as objects that disappear, humans with unrealistic features, or overly polished appearances. For example, a person who appears magazine-ready in a conflict zone might be a sign of AI generation, as could unusually smooth or uniform skin textures.

Research and verification tools are also critical. Reverse image searches using Google or platforms like TinEye can help trace the first appearance of a photo or video online. Technical tools may reveal watermarks or metadata indicating whether content is AI-generated. Google’s Gemini AI, for example, embeds invisible digital watermarks in images using SynthID, which can be detected to confirm authenticity.

Fact-checking organizations provide additional guidance. In Europe, groups such as the European Fact-Checking Standards Network (EFCSN), European Digital Media Observatory (EDMO), and EUvsDisinfo publish research, trends, and verified debunks of AI-generated misinformation. The Database of Known Fakes collects fact-checks from journalists and researchers to help users confirm the legitimacy of content.

AI detection software can also assist, though accuracy varies. Tools like Winston AI, TruthScan, and Originality AI can flag AI-generated images or text, but the absence of a watermark does not guarantee authenticity. Users are urged to remain cautious and not immediately share content that evokes strong emotional responses. Comments or reactions from other users may provide clues about whether an image is genuine or altered.

Experts emphasize that while it is not always possible to determine if content is AI-generated, adopting a careful and critical approach can reduce the spread of misinformation. Slowing down, checking multiple sources, and relying on verified fact-checkers remain the most effective steps in navigating today’s complex information environment.

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Fraudsters are increasingly using AI-generated images and videos to trick people into handing over sensitive personal and financial information, according to FraudSMART, the financial crime awareness initiative operated by the Banking and Payments Federation Ireland (BPFI). The organisation has reported a rise in online adverts promoting fake, State-backed investment schemes. These scams often use fabricated images of well-known politicians and business figures to make the offers appear legitimate and encourage users to click on registration links. Niamh Davenport, head of financial crime at BPFI, said scammers are deliberately exploiting recent media coverage of a planned State-backed savings and investment scheme to give their frauds a sense of credibility. “They often claim the scheme is open to everyone, but that places are limited and being ‘snapped up’ fast, in order to pressure people to act quickly,” she said. “They typically promise guaranteed returns or a guaranteed monthly income.” FraudSMART said that while anyone can be targeted, people in their early 50s are particularly vulnerable to investment scams. This age group is often focused on retirement planning, making them more receptive to financial offers that appear secure or high-yield. According to the organisation, most scams follow a similar pattern. Victims are first directed to click a registration link and complete a short online form providing their contact details. They are then contacted by someone posing as a financial adviser, who urges them to make an immediate “security deposit” to secure participation in the scheme. Once a payment is made, the money is quickly moved through multiple accounts, often overseas, making recovery extremely difficult. Davenport warned that scammers are becoming more sophisticated in their use of technology, particularly AI tools that allow them to create realistic but entirely fake promotional content. These materials are designed to mimic legitimate financial advertisements and build trust with potential victims. Recent figures from An Garda Síochána show investment fraud rose by 20% last year, with losses exceeding €20 million. The scale of individual scams varies widely, ranging from smaller crypto-related frauds involving a few hundred euro to large-scale investment schemes where victims lose tens of thousands. FraudSMART is urging the public to remain cautious when encountering online investment advertisements, especially those promising guaranteed returns or requiring urgent action. It also advises consumers to avoid sharing personal information with unverified sources and to be wary of pressure tactics designed to rush financial decisions. Authorities continue to warn that fraudsters are adapting quickly, using advanced digital tools to target victims across multiple platforms.

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Fraudsters are increasingly using AI-generated images and videos to trick people into handing over sensitive personal and financial information, according to FraudSMART, the financial crime awareness initiative operated by the Banking and Payments Federation Ireland (BPFI). The organisation has reported a rise in online adverts promoting fake, State-backed investment schemes. These scams often use fabricated images of well-known politicians and business figures to make the offers appear legitimate and encourage users to click on registration links. Niamh Davenport, head of financial crime at BPFI, said scammers are deliberately exploiting recent media coverage of a planned State-backed savings and investment scheme to give their frauds a sense of credibility. “They often claim the scheme is open to everyone, but that places are limited and being ‘snapped up’ fast, in order to pressure people to act quickly,” she said. “They typically promise guaranteed returns or a guaranteed monthly income.” FraudSMART said that while anyone can be targeted, people in their early 50s are particularly vulnerable to investment scams. This age group is often focused on retirement planning, making them more receptive to financial offers that appear secure or high-yield. According to the organisation, most scams follow a similar pattern. Victims are first directed to click a registration link and complete a short online form providing their contact details. They are then contacted by someone posing as a financial adviser, who urges them to make an immediate “security deposit” to secure participation in the scheme. Once a payment is made, the money is quickly moved through multiple accounts, often overseas, making recovery extremely difficult. Davenport warned that scammers are becoming more sophisticated in their use of technology, particularly AI tools that allow them to create realistic but entirely fake promotional content. These materials are designed to mimic legitimate financial advertisements and build trust with potential victims. Recent figures from An Garda Síochána show investment fraud rose by 20% last year, with losses exceeding €20 million. The scale of individual scams varies widely, ranging from smaller crypto-related frauds involving a few hundred euro to large-scale investment schemes where victims lose tens of thousands. FraudSMART is urging the public to remain cautious when encountering online investment advertisements, especially those promising guaranteed returns or requiring urgent action. It also advises consumers to avoid sharing personal information with unverified sources and to be wary of pressure tactics designed to rush financial decisions. Authorities continue to warn that fraudsters are adapting quickly, using advanced digital tools to target victims across multiple platforms.

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