AI Summary

Engagement‑driven recommendation systems on platforms such as Spotify and Netflix prioritize content a user has recently interacted with, then efficiently present similar items. This focus on short‑term engagement can create an “overfamiliarity” loop, where consumers repeatedly encounter the same types of media. The resulting lack of variety may reduce long‑term satisfaction with cultural consumption.

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