# Algorithmic Amplification **Entity class:** Platform-distribution mechanism **Maturity:** Developed ## Definition **Algorithmic amplification** occurs when ranking, recommendation, advertising, or notification systems increase the reach or repetition of content. It can accelerate exposure to extremist narratives, but observed correlation between recommendation and radicalization does not by itself establish individual causation. ## Relationships - **affects:** [[wiki/Memetic Contagion and Violent Extremism|Memetic Contagion and Violent Extremism]], [[wiki/Echo Chamber|Echo Chamber]], and [[wiki/Filter Bubble|Filter Bubble]]. - **observed through:** [[wiki/SOCMINT|SOCMINT]] and [[wiki/Real-Time Observability|Real-Time Observability]]. - **intervention:** [[wiki/Countering Violent Extremism|CVE]] and platform governance. ## Simple Reminders, Quotations, and Thoughts > “Platform algorithms can quietly favor some tones and topics over others. Creators may adjust their voice to stay visible, often without noticing. Recognizing that subtle shaping is the first step toward choosing one's voice deliberately.” > **— Bryant McGill**, *Voice, Integrity, and Independence Inside Platform Constraints - Livestream (Nov 2018)* [[reminders/Cybernetics/Algorithms Quietly Shape the Creator's Voice by Bryant McGill|Algorithms Quietly Shape the Creator's Voice by Bryant McGill]] ## Sources / Provenance - [[research/A Network-Epidemiological Analysis of Radicalization and Real-Time Counterterrorism Observability|Network-Epidemiological Analysis]]