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Doshi-Hauser Creative Writing

Generative AI Enhances Individual Creativity but Reduces the Collective Diversity of Novel Content

AI-focusedPublicWorker-side
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Specific Type
Experimental AI usage evidence
Dataset Type
Cross-sectional
Institution
UCL; University of Exeter
Institution Type
Academia
Level of Focus
Individual
Most Granular Level
Individual writer level
Perspective
Worker-side
Time Coverage
2023
Frequency
One-time experiment
Sample Size
293 writers
Geographic Detail
Not specified
Occupational Classification
Creative writers
Industrial Classification
Not specified
Other Classification
Creative ability level (DAT scores)
Key Variables
Story creativity ratings; novelty; usefulness; writing quality; collective diversity
AI/Tech Tracking
GPT-4 story idea generation
Access Details
Available from authors
Notes
Online experiment; increases individual creativity but reduces collective diversity