mlsanityData to 14 Oct 2026

Authors' Values and Attitudes Towards AI-bridged Scalable Personalization of Creative Language Arts

arXiv 2403.00439 ↗First posted 1 Mar 2024cs.HC cs.AIcited by 13

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Abstract (arXiv)

Generative AI has the potential to create a new form of interactive media: AI-bridged creative language arts (CLA), which bridge the author and audience by personalizing the author's vision to the audience's context and taste at scale. However, it is unclear what the authors' values and attitudes would be regarding AI-bridged CLA. To identify these values and attitudes, we conducted an interview study with 18 authors across eight genres (e.g., poetry, comics) by presenting speculative but realistic AI-bridged CLA scenarios. We identified three benefits derived from the dynamics between author, artifact, and audience: those that 1) authors get from the process, 2) audiences get from the artifact, and 3) authors get from the audience. We found how AI-bridged CLA would either promote or reduce these benefits, along with authors' concerns. We hope our investigation hints at how AI can provide intriguing experiences to CLA audiences while promoting authors' values.

Key facts. Cited by 13 papers in the map (data through 14 Oct 2026). Builds on 21 of its 98 references that are in the map. First posted on arXiv 1 Mar 2024.

Builds on

21 of 98 references.

References · 21

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9 more
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Cited by year (2026 to 14 Oct)

Citing papers per year: 2024: 2; 2025: 8; 2026: 3.

13 papers.

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  1. 2024Patchview: LLM-Powered Worldbuilding with Generative Dust and Magnet Visualizationcited by 23
  2. 2025Co-Writing with AI, on Human Terms: Aligning Research with User Demands Across the Writing Processcited by 14
  3. 2025WhatELSE: Shaping Narrative Spaces at Configurable Level of Abstraction for AI-bridged Interactive Storytellingcited by 8
  4. 2024Steering AI-Driven Personalization of Scientific Text for General Audiencescited by 7
  5. 2025Where Do I 'Add the Egg'?: Exploring Agency and Ownership in AI Creative Co-Writing Systemscited by 7
  6. 2025Toyteller: AI-powered Visual Storytelling Through Toy-Playing with Character Symbolscited by 6
  7. 2025StorySage: Conversational Autobiography Writing Powered by a Multi-Agent Frameworkcited by 4
  8. 2026Narrix: Remixing Narrative Strategies from Examples for Story Writingcited by 4
  9. 2025AI Rivalry as a Craft: How Resisting and Embracing Generative AI Reshape Writing Professionscited by 3
  10. 2025Scaffolding Recursive Divergence and Convergence in Story Ideationcited by 2
  11. 2026Texterial: A Text-as-Material Interaction Paradigm for LLM-Mediated Writingcited by 2
  12. 2026Narrative Keyframing for Generative Creative Writingcited by 1
1 more
  1. 2025Elsewise: Authoring Open-ended Interactive Narrative with Possibility Space Visualizationcited by 0