Your Feed Isn't Predicting Your Taste — It's Shaping It
Recommendation systems don't just mirror existing preferences — through repeated exposure, they make certain content feel familiar, and familiarity itself becomes preference, creating a loop where the feed partly manufa…
The useful part
You still control what you go looking for.
Sources behind this episode
- peer-reviewed meta-analysisA re-examination of the mere exposure effect: The influence of repeated exposure on recognition, familiarity, and liking
- peer-reviewed monographAttitudinal effects of mere exposure
- peer-reviewed large-scale experimentExperimental study of inequality and unpredictability in an artificial cultural market
- peer-reviewed conference paper, simulation studyHow algorithmic confounding in recommendation systems increases homogeneity and decreases utility
- peer-reviewed conference paper, theory and simulationPreference Amplification in Recommender Systems
- peer-reviewed experimentEffects of perceptual fluency on affective judgments
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