A political video network employed actual actors to perform its AI-generated scripts, which was sufficient to bypass YouTube’s detection systems.

      **TL;DR** YouTube has shut down 20 channels within a network that paid gig-economy workers $26 per video to read AI-generated scripts targeting Democratic politicians. The network amassed 45 million views, as using actual people to present the AI content bypassed most synthetic-media detection systems. The enforcement action followed reports from Semafor and Riddance AI, with the stated violation being spam rather than misinformation.

      YouTube has closed a network of channels that garnered 45 million views by hiring gig-economy workers to deliver scripts believed to be created by large language models. This action was prompted by an investigation published on Wednesday by Semafor, with media editor Max Tani collaborating with Graph Massara on the story. The company issued a statement to Semafor affirming its "strict policies against spam and deceptive practices," indicating that it had terminated 20 channels, including the 13 mentioned in the report and seven related channels. The number has not been independently confirmed by TNW and appears solely in YouTube’s statement without any public enforcement notice.

      **The Human Element**

      Everything about the operation seemed automated, except for the key aspect that could have exposed it. While scripts, thumbnails, headshots, and websites displayed typical generative signs, the on-screen presenter was a real person. This was intentional, as noted by the media intelligence firm Riddance AI, which conducted an investigation alongside Semafor. According to their report by Mason Broxham and Jeremy Carrasco, convincing delivery by video models remains challenging, hence the practice of hiring affordable human presenters. YouTube’s enforcement focuses on identifying synthetic media, incorporating automatic labeling of AI-generated videos regardless of creator disclosures. Thus, having a real person read an AI script circumvented these checks.

      **Compensation Details**

      The payment structure is documented, with a casting call from the production company Virelox seeking a professional on-camera spokesperson for a news-related YouTube channel. Riddance discovered an accompanying listing offering $26 per script, requiring a 24-hour turnaround and the actor to provide their own camera and lighting. Actors were recruited from platforms like Fiverr and Backstage, commonly used for sourcing spokespeople for various products. One such actor, Frank George, told Semafor via Fiverr’s messaging platform that he was compensated through a broker, remaining unaware of the project's funding source. He characterized the videos as paid advertisements, identifying himself as a spokesperson, and when asked about the broker’s name, he simply stated, “Casgains.”

      **Origins of the Network**

      Semafor traced the network back to Caleb Chan, a University of Chicago graduate who established a finance-focused YouTube channel named Casgains Academy and subsequently turned viral content into a product. He co-founded Virelox, which specializes in the rapid creation of creator accounts for clients. In April, Chan posted on X expressing his aim to manage 300 YouTube accounts by May, claiming a network of more than 500 ghost creators generating billions of views monthly. These promotional assertions remain unverified.

      He also shared insights he believed he had about the ranking system, stating that when numerous accounts post the same hashtag within minutes, the algorithm perceives it as breaking news. He reported having tested this theory nine times, concluding that “manufacturing news > reporting news.”

      **Content Analysis**

      Riddance scrutinized 622 video transcripts from the various personas, detailing the mentions of individual politicians and categorizing the associated claims. Issues such as tax burden, budget inadequacies, and business departures from Democratic-controlled states were frequently highlighted, with New York mayor Zohran Mamdani emerging as the most often targeted figure. Video titles would usually mention a Democratic politician followed by a dramatic claim tied to an economic story or scandal. Although many underlying assertions had a basis in actual reporting, Riddance found that the framing often diverged significantly from the content of the videos.

      Semafor examined one William Reports News video centering around Mamdani purportedly panicking over Hilton hotel closures, finding no evidence to support that claim and suggesting the contrary instead. Another video inaccurately suggested that Governor Kathy Hochul had rejected Mamdani’s tax proposal, despite her support for it.

      **Inconsistencies in Coordination**

      The network’s coordination was apparent, with all personas employing the same ominous musical backdrop. A comparison of the transcripts revealed that two channels shared 304 segments. There were instances of personas appearing on each other's channels without clarity, and Linktree profiles directing to incorrect hosts. Notably, one actor transitioned from an anti-Trump persona to a pro-Trump one within weeks. Riddance documented that the associated websites were taken offline on August 25, following Semafor's inquiry to the company.

      **Real Audience Engagement**

      The audience dynamics present a more significant concern for platforms than the methods of production. Riddance identified that the over 90,000 commenters had a substantial overlap