大型语言模型的广泛采用在整个社会中协助写作
Weixin Liang1, Yaohui Zhang2, Mihai Codreanu3
1Department of Computer Science, Stanford University, Stanford, CA 94305, USA.
Patterns (New York, N.Y.)
|December 31, 2025
概括
大型语言模型 (LLM) 的采用在ChatGPT之后激增,到2024年稳定下来. 在消费者投诉,企业新闻,招聘广告和联合国文件中,LLM辅助写作现在很普遍,显示AI.
科学领域:
- 人工智能的人工智能
- 自然语言处理自然语言处理.
- 人工智能的社会影响
背景情况:
- 像ChatGPT这样的大型语言模型 (LLM) 的快速发展为文本生成引入了新的功能.
- 了解这些强大的AI工具的现实世界采用模式对于评估它们的社会融合至关重要.
- 之前的研究还没有系统地量化LLM在各种沟通道上的使用情况.
研究的目的:
- 系统地分析各个部门的LLM辅助写作的采用率.
- 量化LLM在消费者投诉,企业新闻稿,招聘公告和联合国新闻稿中的使用率.
- 追踪从2022年初到2024年底的LLM采用时间趋势.
主要方法:
- 从2022年1月到2024年9月收集数据.
- 分析大型数据集,包括金融消费者投诉,企业新闻稿,招聘公告 (根据公司规模进行区分) 和联合国新闻稿.
- 对于LLM辅助写作指标的文本内容的定量评估.
主要成果:
- 到2024年底,LLM辅助写作在约18%的金融消费者投诉中被发现.
- 企业新闻稿显示采用率为24%,而小型企业的招聘公告达到近10%,联合国新闻稿显示14%.
- 在ChatGPT发布后,采用率呈现出快速增长,随后到2024年稳定下来.
结论:
- 法律法学士的采用在各个部门变得广泛,显示出显著的社会影响.
- 采用率的稳定表明生成性AI工具的成熟整合阶段.
- 持续监测对于了解LLM整合在专业和公共传播中的长期影响至关重要.
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