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Is Katie studying AI?

Yes. I study how automated systems, especially recommendation algorithms, shape visibility and rewards for creators and workers online, and how those effects differ for women and men.

Where Automated Systems Enter the Research

Approval Without Amplification
Katie Apker · How human resharing and an inferred YouTube recommender convert softer audience treatment into fewer views
Job Market Paper
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Two more ways into the work

Gender as a lens

The creator economy