English

Ai.llude: Encouraging Rewriting AI-Generated Text to Support Creative Expression

Human-Computer Interaction 2024-05-29 v1

Abstract

In each step of the creative writing process, writers must grapple with their creative goals and individual perspectives. This process affects the writer's sense of authenticity and their engagement with the written output. Fluent text generation by AIs risks undermining the reflective loop of rewriting. We hypothesize that deliberately generating imperfect intermediate text can encourage rewriting and prompt higher level decision making. Using logs from 27 writing sessions using a text generation AI, we characterize how writers adapt and rewrite AI suggestions, and show that intermediate suggestions significantly motivate and increase rewriting. We discuss the implications of this finding, and future steps for investigating how to leverage intermediate text in AI writing support tools to support ownership over creative expression.

Keywords

Cite

@article{arxiv.2405.17843,
  title  = {Ai.llude: Encouraging Rewriting AI-Generated Text to Support Creative Expression},
  author = {David Zhou and Sarah Sterman},
  journal= {arXiv preprint arXiv:2405.17843},
  year   = {2024}
}

Comments

14 pages, 5 figures, in proceedings of the 2024 ACM Conference on Creativity and Cognition

R2 v1 2026-06-28T16:43:18.114Z