AI Personalization Paradox: Personalized AI Increases Superficial Engagement in Reading while Undermines Autonomy and Ownership in Writing
By: Peinuan Qin , Chi-Lan Yang , Nattapat Boonprakong and more
Potential Business Impact:
AI writing tools make writers rely on them too much.
AI-assisted writing raises concerns about autonomy and ownership when benefiting writers. Personalization has been proposed as an effective solution while also risking writers' reliance on AI and behavior shifting. For better personalization design, existing studies rely on interaction and information solely within the writing phase; however, few studies have examined how reading behaviors can inform personalized writing. This study investigates the effects of integrating reading highlights for personalization on AI-assisted writing. A between-subjects study with 46 participants revealed that the personalization condition encouraged participants to produce more highlights. However, highlighting unexpectedly shifted from a sense-making strategy to an instrumental act of "feeding the AI," leading to significant reliance on AI and declines in writers' sense of autonomy, ownership, and self-credit. These findings indicate personalization risks in AI-assisted writing, emphasize the importance of personalization strategies, and provide design implications.
Similar Papers
Who Owns the Text? Design Patterns for Preserving Authorship in AI-Assisted Writing
Human-Computer Interaction
Helps AI writing tools keep your ideas yours.
Understanding Reader Perception Shifts upon Disclosure of AI Authorship
Human-Computer Interaction
Telling people AI wrote it makes them trust it less.
Co-Writing with AI, on Human Terms: Aligning Research with User Demands Across the Writing Process
Human-Computer Interaction
Helps writers keep control when using AI.