Study: Negative News 1.91x More Shareable, AI Video Tools May Amplify Harm
CurieuxExplorer · x · 2026-10-13
The author discusses the "virality machine" incentive structure behind negative content, citing two studies:
- One study analyzed 95,282 news articles and 579M+ social posts, finding links to negative news were 1.91x more likely to be shared.
- A Nature Human Behaviour study analyzed headlines across 370M+ impressions, finding each additional negative word raised click-through rates by roughly 2.3%.
The author notes human attention is sensitive to threat, and the attention economy knows it. When this incentive meets AI video tools capable of generating almost any spectacle, the cost of creating destruction falls while the potential reward remains — a combination worth watching.
Related event: Studies Show Negative Content Spreads Faster, and AI Video May Amplify It(2 posts)→
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