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Paper · arXiv

Nonslop: A Gamified Experiment in Human-AI Collaborative Writing

The rapid proliferation of large language models (LLMs) raises critical questions about human creativity and individual expression in an era of AI-assisted creation. When do humans adopt AI suggestions, and what are the implications for individual voice? This study examines these questions through a gamified writing exercise where 74 participants (214 responses) replied to prompts while AI-generated word suggestions were available as they wrote. The game simulates a dystopian future in which an AI is attempting to learn from what remains of human individuality, and disincentivizes AI-like writing. In doing so, it attempts to create conditions that reveal authentic user preferences rather ...

AuthorsMaria Edwards, Julian Togelius
Primary categorycs.AI
Published10 June 2026
Last updated at source10 June 2026
cs.AI
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