AI RESEARCH
Diverse AI Personas Can Mitigate the Homogenization Effect in Human-AI Collaborative Ideation
arXiv CS.AI
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ArXi:2504.13868v2 Announce Type: replace-cross Recent studies suggest that while generative AI (GenAI) can enhance individual creativity, it often reduces the diversity of collective outputs. A well-known example of this homogenization effect is by Doshi and Hauser who found that GenAI-generated plot ideas improved story writing creativity but led to convergence across writers' outputs. This study extends their experiment, identifying the design choices behind the apparent creativity-diversity trade-off.