共生写作:人工智能时代人类创造性自主性的映射
Writing in Symbiosis: Mapping Human Creative Agency in the AI Era
AI总结:
本文探讨了人工智能时代人类创造性自主性的共生写作模式,通过分析纵向写作数据揭示了作者与AI风格的适应性变化。
摘要:
大型语言模型(LLMs)的普及引发了一个关键问题:当我们与具有说服力和创造力的机器形成日益共生的关系时,何谓人类?本文探讨了创造性写作中的人类与AI共进化模式,研究人类技艺和自主性如何与机器能力同步适应。我们通过纵向写作数据中的多样化模式,挑战了普遍的风格同质化观念。利用涵盖预LLM和后LLM时代的大型语料库,我们观察到 suggestive of 一种
英文摘要:
The proliferation of Large Language Models (LLMs) raises a critical question about what it means to be human when we share an increasingly symbiotic relationship with persuasive and creative machines. This paper examines patterns of human-AI coevolution in creative writing, investigating how human craft and agency are adapting alongside machine capabilities. We challenge the prevailing notion of stylistic homogenization by examining diverse patterns in longitudinal writing data. Using a large-scale corpus spanning the pre- and post-LLM era, we observe patterns suggestive of a "Dual-Track Evolution": thematic convergence around AI-related topics, coupled with structured stylistic differentiation. Our analysis reveals three emergent adaptation patterns: authors showing increased similarity to AI style, those exhibiting decreased similarity, and those maintaining stylistic stability while engaging with AI-related themes. This Creative Archetype Map illuminates how authorship is coevolving with AI, contributing to discussions about human-AI collaboration, detection challenges, and the preservation of creative diversity.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。