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Algorithmic Bias · Radicalization · Recommender Systems

YouTube Recommendation Algorithm Amplifying White Supremacist Radicalization Flowchart

النوع مخطط انسيابيالمعيار Sugiyama layered DAG + orthogonal routingالمحرّك schematex-flowchartآخر تحديث 23‏/9‏/2026
YouTube Recommendation Algorithm Amplifying White Supremacist Radicalization Flowchart
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السيناريو

A user watches a video and the YouTube recommendation algorithm logs engagement; if fringe content dominates, repeated boosts and profile shifts can push the user toward a radicalized worldview.

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اقرأ القرارات الكامنة وراءه.

01

Does the recommendation engine score mainstream or fringe affinity?

02

Does the user engage with more fringe content after the feed is dominated?

03

Has repeated exposure crossed the radicalization risk threshold?

Use this flowchart to explain or audit recommender-system risks for extremism, train content moderators, or design deranking interventions.

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