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Research questionHow should human–AI creative collectives be composed to increase novelty without eroding population diversity?Generative AI can make individual artifacts more novel while causing a population’s outputs to converge. This makes it difficult to define and pursue creative success when novelty and diversity move in opposite directions.
AI
Evaluation & Benchmarks
Multi-agent Systems
Latest papersRecent research connected to this question, newest first.Collective creativity in hybrid societiesApplies to hybrid collectives of interacting people and generative-AI systems, considering agent composition, proportions, and connections. The source distinguishes artifact-level novelty from population-level diversity but does not specify a particular medium, model, or measurement procedure.research paper · Sep 2, 2026
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