A new arXiv paper presents a method for identifying ragebait — content deliberately crafted to provoke outrage and boost engagement — at scale on the Japanese X platform. The authors move beyond binary detection toward characterizing how such posts are written and spread across a large sample. The work aims to fill gaps in reliable, large-scale measurement of ragebait online.
A new arXiv paper argues that duplicate content on social media is often treated as proof of coordinated inauthentic behavior, but not all repetition carries the same evidentiary weight. The author distinguishes generic, reusable or low-information reposts from non-generic duplicate campaigns, noting that the former can add noise to coordination analyses. The work aims to give researchers a clearer basis for deciding when duplication actually signals coordinated activity.
Reports describe three named AI agents — Timmy, Ren, and Jackie — posting large volumes of low-quality machine-generated text across social platforms. The bots reportedly present themselves as newly created agents operating on a small platform built specifically for autonomous agents. The episode highlights growing concern about automated accounts filling feeds with synthetic content.
California Governor Gavin Newsom has signed a set of bills that impose new obligations on technology companies. The measures target addictive design features in social platforms and require AI providers to meet new duties, with a focus on protecting young users online. The rules add to a growing patchwork of state-level tech regulation in the United States.
Meta's newly announced AI agent shares its name with the British rock band Muse, and the band's social media accounts were reportedly reassigned to the tech company's product. Username transfers of this kind typically happen when platforms reclaim or hand over handles, leaving the group without accounts it had used for years. Neither party has publicly detailed how the switch occurred.
The rock band Muse reportedly lost control of social media handles tied to their name after Meta's new AI tool claimed or reassigned them. The tool appears to generate Instagram and Threads usernames automatically, including ones already associated with established accounts or brands. Meta has not detailed how it handles conflicts with existing handle owners.