From Pen to Prompt: How Creative Writers Integrate AI into their Writing Practice
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Abstract (arXiv)
Creative writing is a deeply human craft, yet AI systems using large language models (LLMs) offer the automation of significant parts of the writing process. So why do some creative writers choose to use AI? Through interviews and observed writing sessions with 18 creative writers who already use AI regularly in their writing practice, we find that creative writers are intentional about how they incorporate AI, making many deliberate decisions about when and how to engage AI based on their core values, such as authenticity and craftsmanship. We characterize the interplay between writers' values, their fluid relationships with AI, and specific integration strategies -- ultimately enabling writers to create new AI workflows without compromising their creative values. We provide insight for writing communities, AI developers and future researchers on the importance of supporting transparency of these emerging writing processes and rethinking what AI features can best serve writers.
Key facts. Cited by 14 papers in the map (data through 14 Oct 2026). First posted on arXiv 5 Nov 2024.
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Citing papers per year: 2025: 6; 2026: 8.
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- 2025Help Me Write a Story: Evaluating LLMs' Ability to Generate Writing Feedbackcited by 11
- 2026Can Good Writing Be Generative? Expert-Level AI Writing Emerges through Fine-Tuning on High-Quality Bookscited by 9
- 2025Writing as a testbed for open ended agentscited by 8
- 2025Constella: Supporting Storywriters' Interconnected Character Creation through LLM-based Multi-Agentscited by 4
- 2025The AI Memory Gap: Users Misremember What They Created With AI or Withoutcited by 2
- 2026Investigating Writing Professionals' Relationships with Generative AI: How Combined Perceptions of Rivalry and Collaboration Shape Work Practices and Outcomescited by 2
- 2025Accepted with Minor Revisions: Value of AI-Assisted Scientific Writingcited by 1
- 2026Beyond the Desk: Barriers and Future Opportunities for AI to Assist Scientists in Embodied Physical Taskscited by 1
- 2026From Use to Oversight: How Mental Models Influence User Behavior and Output in AI Writing Assistantscited by 1
- 2025Deconstructing Jazz Piano Style Using Machine Learningcited by 0
- 2026Creative Convergence or Imitation? Genre-Specific Homogeneity in LLM-Generated Chinese Literaturecited by 0
- 2026Co-Writing with AI: An Empirical Study of Diverse Academic Writing Workflowscited by 0
2 more
- 2026Beyond Compliance: How AI Could Help Creative Writers by Refusing Themcited by 0
- 2026Ownership in AI-Assisted Everyday Taskscited by 0
- 2026Ownership in AI-Assisted Everyday Tasks17 Sep 2026
- 2026Co-Writing with AI: An Empirical Study of Diverse Academic Writing Workflows28 Apr 2026
- 2026From Use to Oversight: How Mental Models Influence User Behavior and Output in AI Writing Assistants6 Apr 2026
- 2026Beyond Compliance: How AI Could Help Creative Writers by Refusing Them3 Apr 2026
- 2026Beyond the Desk: Barriers and Future Opportunities for AI to Assist Scientists in Embodied Physical Tasks19 Mar 2026
- 2026Creative Convergence or Imitation? Genre-Specific Homogeneity in LLM-Generated Chinese Literature15 Mar 2026
- 2026Investigating Writing Professionals' Relationships with Generative AI: How Combined Perceptions of Rivalry and Collaboration Shape Work Practices and Outcomes9 Feb 2026
- 2026Can Good Writing Be Generative? Expert-Level AI Writing Emerges through Fine-Tuning on High-Quality Books26 Jan 2026
- 2025Accepted with Minor Revisions: Value of AI-Assisted Scientific Writing16 Nov 2025
- 2025The AI Memory Gap: Users Misremember What They Created With AI or Without15 Sep 2025
- 2025Help Me Write a Story: Evaluating LLMs' Ability to Generate Writing Feedback21 Jul 2025
- 2025Constella: Supporting Storywriters' Interconnected Character Creation through LLM-based Multi-Agents8 Jul 2025
2 more
- 2025Deconstructing Jazz Piano Style Using Machine Learning7 Apr 2025
- 2025Writing as a testbed for open ended agents25 Mar 2025
- 2025Help Me Write a Story: Evaluating LLMs' Ability to Generate Writing Feedbackcited by 11
- 2026Can Good Writing Be Generative? Expert-Level AI Writing Emerges through Fine-Tuning on High-Quality Bookscited by 9
- 2025The AI Memory Gap: Users Misremember What They Created With AI or Withoutcited by 2
- 2026Investigating Writing Professionals' Relationships with Generative AI: How Combined Perceptions of Rivalry and Collaboration Shape Work Practices and Outcomescited by 2
- 2025Accepted with Minor Revisions: Value of AI-Assisted Scientific Writingcited by 1
- 2026Beyond the Desk: Barriers and Future Opportunities for AI to Assist Scientists in Embodied Physical Taskscited by 1
- 2026From Use to Oversight: How Mental Models Influence User Behavior and Output in AI Writing Assistantscited by 1
- 2025Deconstructing Jazz Piano Style Using Machine Learningcited by 0
- 2026Creative Convergence or Imitation? Genre-Specific Homogeneity in LLM-Generated Chinese Literaturecited by 0
- 2026Co-Writing with AI: An Empirical Study of Diverse Academic Writing Workflowscited by 0
- 2026Beyond Compliance: How AI Could Help Creative Writers by Refusing Themcited by 0
- 2026Ownership in AI-Assisted Everyday Taskscited by 0
- 2026Ownership in AI-Assisted Everyday Tasks17 Sep 2026
- 2026Co-Writing with AI: An Empirical Study of Diverse Academic Writing Workflows28 Apr 2026
- 2026From Use to Oversight: How Mental Models Influence User Behavior and Output in AI Writing Assistants6 Apr 2026
- 2026Beyond Compliance: How AI Could Help Creative Writers by Refusing Them3 Apr 2026
- 2026Beyond the Desk: Barriers and Future Opportunities for AI to Assist Scientists in Embodied Physical Tasks19 Mar 2026
- 2026Creative Convergence or Imitation? Genre-Specific Homogeneity in LLM-Generated Chinese Literature15 Mar 2026
- 2026Investigating Writing Professionals' Relationships with Generative AI: How Combined Perceptions of Rivalry and Collaboration Shape Work Practices and Outcomes9 Feb 2026
- 2026Can Good Writing Be Generative? Expert-Level AI Writing Emerges through Fine-Tuning on High-Quality Books26 Jan 2026
- 2025Accepted with Minor Revisions: Value of AI-Assisted Scientific Writing16 Nov 2025
- 2025The AI Memory Gap: Users Misremember What They Created With AI or Without15 Sep 2025
- 2025Help Me Write a Story: Evaluating LLMs' Ability to Generate Writing Feedback21 Jul 2025
- 2025Deconstructing Jazz Piano Style Using Machine Learning7 Apr 2025