Algorithmic Amplification and Society
Most online speech is hosted on algorithmic platforms that are designed to optimize for engagement. But algorithms are not neutral. They amplify some speech and suppress others. Some effects are positive. Others exert a pervasive distorting effect on everything.
This blog channel features posts related to the Institute’s research project, Algorithmic Amplification and Society, which seeks to identify gaps in existing understandings of algorithmic distortion, as well as uncover and explain the true principles that govern the movements of online speech.
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Deep Dive: Algorithmic Amplification and Society
Generative AI companies must publish transparency reports
The debate about AI harms is happening in a data vacuum.
By Arvind Narayanan & Sayash Kapoor -
Quick Take: Algorithmic Amplification and Society
Introducing Visualizing Virality
Illustrating and investigating virality and demotion on Twitter
By Arvind Narayanan -
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Institute Update: Algorithmic Amplification and Society
Knight Institute Symposium on “Algorithmic Amplification” to Feature Leading Scholars and Technologists
Public event to be held on April 28-29, 2023, at Columbia University and online
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Deep Dive: Algorithmic Amplification and Society
TikTok’s Secret Sauce
TikTok’s algorithm is ordinary. Its real innovation is something else.
By Arvind Narayanan -
Deep Dive: Algorithmic Amplification and Society
How To Train Your TikTok
Simple ways to better navigate the platform’s ocean of video content
By Arvind Narayanan -
Institute Update: Algorithmic Amplification and Society
Call for Participation: Optimizing for What? Algorithmic Amplification and Society
The Knight Institute invites submissions for its spring symposium, April 27-28, 2023, at Columbia University
By Arvind Narayanan & Katy Glenn Bass
Research
Institute Update
Call for Participation: Federal Funding and the First Amendment
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Research
Essays and Scholarship
Protecting Immigrant Activists From U.S. Government Retaliation: Lessons From First Amendment Litigation
Immigrant activists in the U.S. face legal and structural barriers when fighting First Amendment retaliation.
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Lawsuit
Northeast Organic Farming Association of New York v. USDA
A case challenging USDA’s purge of climate-related webpages.
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Essays and Scholarship
Into the Driver’s Seat With Social Media Content Feeds
Using vehicles as an analogy, a proposed classification framework for algorithmic feeds
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