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Algorithmic Bias · Radicalization · Recommender Systems

YouTube Recommendation Algorithm Amplifying White Supremacist Radicalization Flowchart

Tipo Diagramma di flussoStandard Sugiyama layered DAG + orthogonal routingMotore schematex-flowchartAggiornato 23/09/2026
YouTube Recommendation Algorithm Amplifying White Supremacist Radicalization Flowchart
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Lo scenario

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.

Cosa contiene questo disegno

Leggi le decisioni che ne stanno alla base.

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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