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When do humans adopt AI suggestions, and what are the implications for individual voice?\n  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 than default behaviors, such as accepting a readily available AI-generated suggestion. Note that this is a deliberate inversion of the \"helpful assistant\" design pattern; the system is explicitly forbidding you from accepting AI suggestions.\n  We analy","title":"Nonslop: A Gamified Experiment in Human-AI Collaborative Writing","url":"https://arxiv.org/abs/2606.12350","vendor":"arxiv_cs_ai"},"summary":"arXiv:2606.12350v1 Announce Type: new \nAbstract: 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?\n  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. 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