2 papers
cs.HC2026
Harnessing Abundance: A Generativity Perspective on Human-GenAI Collaboration
Yoram M Kalman, Yun Wan
Research on human-GenAI collaboration yields conflicting findings: GenAI can enhance creativity yet reduce collective diversity, with uneven benefits across skill levels. Rather th…
cs.HC2026
Diverse AI Personas Can Mitigate the Homogenization Effect in Human-AI Collaborative Ideation
Yun Wan, Yoram M Kalman
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 homoge…