X.com Platform Epistemics

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  "title": "X.com Platform Epistemics",
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  "dateCreated": "2026-02-20",
  "summary": "X.com presents a deeply mixed epistemic profile. Community Notes demonstrates genuine innovation in crowdsourced fact-checking, reducing repost virality by 46% and encouraging voluntary retraction of misleading posts. However, the platform's engagement-driven algorithm systematically amplifies emotionally charged and low-credibility content, API restrictions have destroyed independent research access, verification changes have degraded trust signals, and the platform owner's personal misinformation has generated over 2 billion views. The net epistemic impact is substantially negative.",
  "description": "Analysis of X.com's epistemic practices and their impact on information quality. Community Notes reduces repost virality by 46% but only 8-10% of notes display.",
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