Collective creativity in hybrid societies

Summary

Argues that disagreement about whether generative AI enriches or impoverishes culture stems from conflating novelty, a property of single artifacts, with diversity, a property of populations, and that creativity is best treated as a property of hybrid collectives rather than individuals. AI-assisted ideation reliably raises individual novelty while narrowing aggregate diversity, but mixed groups can both outperform and out-diversify homogeneous ones because humans and models search in complementary ways. The decisive sentence for this paper is the authors' conclusion that what determines the outcome is composition - which agents are present, in what proportion, and how they are connected - which is the ISR thesis restated for creativity and gives the paper a principled reason to report novelty and diversity as two separate dependent variables.

Contribution

Queued — not yet read.

Method

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Relevance to RISE

Surfaced by the 2026-09-07 literature sweep as a high-priority candidate for the Architecture as Epistemology (ISR) paper (angle: organization theory applied to AI agents; epistemic quality of LLM outputs). Verified against: Verified by opening https://arxiv.org/abs/2609.02620 on 2026-09-07: full abstract read verbatim, 7 authors, submitted 2 September 2026, cs.AI primary (also cs.CY, cs.MA).

Critique / open questions

Queued — not yet assessed.

Key quotes

Generative AI is changing how cultural artifacts are created and circulated, and with it our understanding of creativity itself. (abstract)

Researchers disagree about whether these tools enrich or impoverish culture, and we argue that much of that disagreement comes from conflating two distinct components of creativity: novelty, a property of single artifacts, and diversity, a property of populations. (abstract)