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X algorithm amplifies ragebait, disproportionately affecting Democrats, study finds

A recent study published in the Proceedings of the National Academy of Sciences (PNAS) found that X's algorithm prioritizes engagement, leading it to amplify "ragebait" content. Researchers observed that the platform serves more of this content to users who identify as Democrats, although the specific reasons remain unclear. The study collected data from 715 American X users by having them install a browser extension to track their "For You Page" and "Following" feeds, correlating content values with users' self-professed values. AI

IMPACT Highlights how engagement-driven algorithms can amplify polarizing content, potentially influencing user behavior and societal discourse.

RANK_REASON The cluster reports on findings from a peer-reviewed academic paper published in a reputable scientific journal. [lever_c_demoted from research: ic=1 ai=0.7]

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X algorithm amplifies ragebait, disproportionately affecting Democrats, study finds

COVERAGE [1]

  1. 404 Media TIER_1 English(EN) · Matthew Gault ·

    X's Algorithm Feeds Off Ragebait and Impacts Democrats More, Study Finds

    X is driving engagement by making users fight in the replies.