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positiveSYS.SOURCE: TechCrunch2026-08-13T16:00:00Z

X Open-Sources Ranking Algorithm for Transparency and Shadowban Verification

X has open-sourced its 'For You' algorithm and core ranking engine under Apache v2, enabling users to audit content visibility and detect potential shadowbanning. The transparency tool allows users to analyze their post impact data, while non-technical users can leverage LLMs for interpretation.

X is expanding the open source code behind its 'For You' feed and launching new transparency tools that show users when its ranking systems have affected their accounts or posts.

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