AI & ML Nature Is Weird

Using AI to write your first draft makes you feel less like the author than if the AI just helped you plan the structure.

April 14, 2026

Original Paper

From Planning to Revision: How AI Writing Support at Different Stages Alters Ownership

Katy Ilonka Gero, Tao Long, Carly Schnitzler, Paramveer Dhillon

arXiv · 2604.11009

The Takeaway

There is a quantifiable 'psychological cost' to offloading prose: even if the final quality is higher, the more the AI handles the 'doing' versus the 'thinking,' the less human ownership remains. This suggests that drafting is the core of our creative identity.

From the abstract

Although AI assistance can improve writing quality, it can also decrease feelings of ownership. Ownership in writing has important implications for attribution, rights, norms, and cognitive engagement, and designers of AI support systems may want to consider how system features may impact ownership. We investigate how the stage at which AI support for writing is provided (planning, drafting, or revising) changes ownership. In a study of short essay writing (between subjects, n = 253) we find tha