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algorithmic amplification · radicalization · social media

Algorithmic Radicalization Amplification Flowchart

Type FlowchartStandard Sugiyama layered DAG + orthogonal routingEngine schematex-flowchartUpdated 9/23/2026
Algorithmic Radicalization Amplification Flowchart
Drawing preview
The scenario

A user posts political content; Twitter's trending algorithm scores engagement velocity, promotes high-engagement polarizing posts, and creates feedback loops that deepen radicalization, potentially leading to offline mobilization such as the Capitol riot.

What is in this drawing

Read the decisions behind it.

01

High engagement signals?

02

User engages further?

03

Content violates platform policy?

04

Radicalization threshold reached?

Use when analyzing how recommendation algorithms amplify divisive content and contribute to radicalization pathways on social platforms.

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