Craft-in-the-Loop: Narrative Schema–Based Modeling in AI Agent-Generated Fiction

Q: What does this research mean for the field?

Integrating narrative schema-based modeling ('craft-in-the-loop') provides a structured approach for AI agents to generate fiction. Novelty: ClaimNovelty.METHODOLOGICAL. Consensus alignment: ConsensusAlignment.NEUTRAL.

Hee-Jin Kim; Sung-Kwan Kang; Seonji Kwon; Seungho Lee; Inui Park

doi:10.5281/zenodo.22120123

August 27, 2026Open Access

Craft-in-the-Loop: Narrative Schema–Based Modeling in AI Agent-Generated Fiction

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Key Points

Examine how narrative schemas can structure and guide fiction generation by autonomous artificial intelligence agents using a craft-in-the-loop paradigm.
Conceptualized a craft-in-the-loop modeling framework incorporating narrative schemas for autonomous AI storytelling agents.
Presented structural and theoretical foundations of agent-based fiction generation for digital humanities applications.
Demonstrated structural modeling techniques to embed human craft and formal narrative schemas into generative agent workflows.
Outlined architectural methods for integrating authorial intent with autonomous agent-driven creative writing.

Implication

Computational modeling study demonstrates narrative schema integration in AI agent fiction writing, highlighting craft-guided approaches for digital storytelling.

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Cite This Study

Kim et al. (2026) studied this question.

synapsesocial.com/papers/6a9299bb8e5d7d1fc0c11cd2 https://doi.org/10.5281/zenodo.22120123

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Craft-in-the-Loop: Narrative Schema–Based Modeling in AI Agent-Generated Fiction

Key Points

Implication

Abstract

Discussion

Cite This Study

Craft-in-the-Loop: Narrative Schema–Based Modeling in AI Agent-Generated Fiction

Key Points

Implication

Abstract

Discussion

Cite This Study

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