Reproduce “"I Like Your Story!": A Co-Creative Story-Crafting Game with a Persona-Driven Character Based on Generative AI” on OpenResearch

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About this paper

Jiaying Fu, Xiruo Wang, Zhouyi Li, Kate Vi, Chuyan Xu, Yuqian Sun

Researchers developed 'I Like Your Story!', a co-creative story-crafting game featuring a persona-driven AI character that utilizes generative AI to make creative writing an accessible and strategic activity. The system integrates Large Language Models like GLM-4 with text-to-image models such as Stable Diffusion to enable dynamic narrative co-creation, visual scene generation, and the materialization of story elements into game mechanics.

Key insights

  • Creative writing can be made more accessible and engaging for a broad audience by reframing it as a game-like activity with structured constraints and playful, strategic objectives.
  • AI can evolve from a passive writing assistant into an active, persona-driven co-creator, fostering dynamic human-AI collaboration and strategic interaction within a narrative context.
  • Seamlessly integrating multiple generative AI modalities, such as LLMs for dialogue and narrative continuation with text-to-image models for visual feedback, can enhance player immersion and provide direct materialization of story elements.

Summary by alphaXiv.

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