Generative artificial intelligence enhances creativity but reduces the diversity of novel content

December 01, 2023 ยท Declared Dead ยท ๐Ÿ› Science Advances

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Authors Anil R. Doshi, Oliver P. Hauser arXiv ID 2312.00506 Category cs.HC: Human-Computer Interaction Cross-listed cs.AI, econ.GN Citations 378 Venue Science Advances Last Checked 2 months ago
Abstract
Creativity is core to being human. Generative artificial intelligence (GenAI) holds promise for humans to be more creative by offering new ideas, or less creative by anchoring on GenAI ideas. We study the causal impact of GenAI on the production of a creative output in an online experimental study where some writers are could obtain ideas for a story from a GenAI platform. Access to GenAI ideas causes an increase in the writer's creativity with stories being evaluated as better written and more enjoyable, especially among less creative writers. However, GenAI-enabled stories are more similar to each other than stories by humans alone. Our results have implications for researchers, policy-makers and practitioners interested in bolstering creativity, but point to potential downstream consequences from over-reliance.
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