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AI labels were supposed to help users spot fakes. Here’s why they’re failing
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AI labels were supposed to help users spot fakes. Here’s why they’re failing

Fast Company · May 6, 2026, 2:34 PM

Fake accounts have been around as long as social media. So when it was recently revealed that a “hot girl” MAGA personality named Emily Hart was actually a 22-year-old male medical student in India, it might have seemed a little mundane. Just another catfisher, another sock puppet, another scammer—the internet is full of them. Except this one had photos. And videos. And thousands of followers across multiple networks with some posts getting millions of views. Emily Hart was a full-on influencer, not just some anonymous egg. The person who created Emily confessed to Wired that while the account was active, he was making thousands of dollars every month from posting softcore videos to an OnlyFans competitor and merchandising. Emily’s creator is not a developer. He’s just a cash-strapped student with a good sense of American political culture and a Google Gemini account. But the curious case of Emily Hart has exposed how AI has made it incredibly easy for almost anyone to create convincing content and game the system of engagement on social media. {"blockType":"mv-promo-block","data":{"imageDesktopUrl":"https:\/\/images.fastcompany.com\/image\/upload\/f_webp,q_auto,c_fit\/wp-cms-2\/2025\/03\/media-copilot.png","imageMobileUrl":"https:\/\/images.fastcompany.com\/image\/upload\/f_webp,q_auto,c_fit\/wp-cms-2\/2025\/03\/fe289316-bc4f-44ef-96bf-148b3d8578c1_1440x1440.png","eyebrow":"","headline":"\u003Cstrong\u003ESubscribe to The Media Copilot\u003C\/strong\u003E","dek":"Want more about how AI is changing media? Never miss an update from Pete Pachal by signing up for The Media Copilot. To learn more visit \u003Ca href=\u0022https:\/\/mediacopilot.substack.com\/\u0022\u003Emediacopilot.substack.com\u003C\/a\u003E","subhed":"","description":"","ctaText":"SIGN UP","ctaUrl":"https:\/\/mediacopilot.substack.com\/","theme":{"bg":"#f5f5f5","text":"#000000","eyebrow":"#9aa2aa","subhed":"#ffffff","buttonBg":"#000000","buttonHoverBg":"#3b3f46","buttonText":"#

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