期刊文章准备中的生成式人工智能工具:伦理考虑、机会和陷阱的初步目录*

Robin R. White
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引用次数: 0

摘要

生成式人工智能(GenAI)工具的推出引发了关于这些系统在科学文章准备过程中的潜在影响的大量讨论。这篇研讨会论文旨在总结目前关于在科学文章准备中使用GenAI工具的建议,并提供关于在科学出版中使用GenAI的未来挑战和机遇的推测。由于这些工具的动态特性及其复杂性的快速发展,最重要的建议是,科学界对这些问题的持续参与和讨论至关重要。当在科学文章制备中使用GenAI工具时,人类最终要对生产的产品负责。鉴于这种问责制,由美国国家科学院、工程院和医学院召集的一个专家小组最近提出了在科学传播中使用基因人工智能的原则,包括:(1)透明披露和归属;(2)验证人工智能生成的内容和分析;(3)人工智能(AI)生成数据的文档;(4)注重道德与公平;(5)持续监测、监督和公众参与。除了人类责任的重要性之外,许多出版商已经建立了一致的政策,建议不应将GenAI工具用于同行评审、图形生成或操作,或指定科学文章的作者。除了在科学出版中使用基因人工智能带来的潜在伦理挑战之外,还有许多潜在的好处。在此,我们总结了示例对话,展示了GenAI工具支持文章准备过程的能力,以及文章准备中人机交互的标准操作程序示例。最后,关于GenAI工具对交流、知识和科学进步的影响的各种更广泛的问题被提出以供反思。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Generative artificial intelligence tools in journal article preparation: A preliminary catalog of ethical considerations, opportunities, and pitfalls*
The launch of generative artificial intelligence (GenAI) tools has catalyzed considerable discussion about the potential impacts of these systems within the scientific article preparation process. This symposium paper seeks to summarize current recommendations on the use of GenAI tools in scientific article preparation, and to provide speculations about the future challenges and opportunities of GenAI use in scientific publishing. Due to the dynamic nature of these tools and the rapid advancement of their sophistication, the most important recommendation is that ongoing engagement and discussion within the scientific community about these issues is critical. When using GenAI tools in scientific article preparation, humans are ultimately accountable and responsible for products produced. Given that accountability, an expert panel convened by the National Academies of Science, Engineering, and Medicine recently proposed principles of GenAI use in science communication, including (1) transparent disclosure and attribution; (2) verification of AI-generated content and analyses; (3) documentation of artificial intelligence (AI)-generated data; (4) a focus on ethics and equity; and (5) continuous monitoring, oversight, and public engagement. In addition to the importance of human accountability, many publishers have established consistent policies suggesting that GenAI tools should not be used for peer reviewing, figure generation or manipulation, or assigned authorship on scientific articles. Along with the potential ethical challenges associated with GenAI use in scientific publishing, there are numerous potential benefits. Herein we summarize example conversations demonstrating the capacity of GenAI tools to support the article preparation process, and an example standard operating procedure for human-AI interaction in article preparation. Finally, diverse broader questions about the impact of GenAI tools on communication, knowledge, and advancement of science are raised for rumination.
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来源期刊
JDS communications
JDS communications Animal Science and Zoology
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