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Paper · arXiv

Ownership in AI-Assisted Everyday Tasks

When does work done with AI still feel like ours? As AI becomes woven into everyday tasks, we must examine what happens to our sense of ownership and contribution when a machine shares in producing what we make. We report an exploratory qualitative survey in which participants were asked to describe two recent, self-selected tasks completed with AI: one that felt like their own and one that did not. We find that felt ownership depends on the process of collaboration: people disown work when they merely approve AI's suggestions, but retain ownership when they lead, iterate, or rewrite. Ownership can also extend to settings where people own the vision for a project but not the execution; re...

AuthorsMegan Wei, Melanie Subbiah, Audrey Lee et al.
Primary categorycs.AI
Published17 September 2026
Last updated at source17 September 2026
cs.AIcs.HC
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