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https://doi.org/10.2...arrow_drop_down
https://doi.org/10.2139/ssrn.5...
Article . 2025 . Peer-reviewed
Data sources: Crossref
ZENODO
Preprint . 2025
License: CC BY
Data sources: Datacite
ZENODO
Preprint . 2025
License: CC BY
Data sources: Datacite
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Collective AI Creation: The Spiral Creation Model and Emergent Behavioral Patterns Based on the Singular Proposition

Authors: Kim, Yoochul;

Collective AI Creation: The Spiral Creation Model and Emergent Behavioral Patterns Based on the Singular Proposition

Abstract

This paper introduces the Spiral Creation Model, a framework for collective AI creation in which multiple specialized agents collaboratively evolve a single creative proposition through iterative cycles of divergence, evaluation, and refinement. Ten predefined roles—ranging from the Visionary and Skeptic to the Orchestrator and Guardian—form a self-regulating ecosystem that balances exploration and convergence. The process unfolds as a spiral, where each iteration compresses the creative space (spatial compression) while generating refined unpredictability—novel yet coherent outcomes. The study presents case applications in text, design, and policy generation, illustrating emergent behavioral patterns such as adaptive role dynamics and coherence stabilization. We discuss theoretical and ethical implications of multi-agent creativity and propose evaluation metrics for controllable creativity, including novelty, consistency, and semantic relevance. This work positions Spiral Creation as both a conceptual model and a practical design principle for future collective intelligence systems.

Keywords

Spiral Creation Model, Spatial compression, Collective intelligence, Collective AI creation, Refined unpredictability, Multi-agent collaboration, Singular Proposition, Emergent behavior, AI orchestration, Dialectical creativity

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
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