Paid Clipping Operations Manufacture Viral Fame Without AI

A Slate investigation reveals that many viral videos are not organic but the product of paid 'clipping' operations, where workers edit long-form content into short clips and flood social media to manufacture trends. Figures like looksmaxxer Clavicular, alt-rocker Cameron Winter, comedian Druski, and white nationalist Nick Fuentes have benefited from this practice, which exploits a federal regulation loophole exempting ads for intangible products from disclosure. Companies like Clipping pay editors up to $1,500 per million views, with clients including MrBeast and allegedly Kalshi and the NFL. The tactic, pioneered by Andrew Tate, creates false impressions and context collapse, making it hard for users to distinguish real from manufactured attention. The article notes that platforms like Instagram prioritize recommendation algorithms over follower relationships, and NBA Commissioner Adam Silver endorses highlight reels to attract viewers. The result is a digital ecosystem where paid ads masquerade as organic content, raising concerns about authenticity and the manipulation of public discourse.