学术出版中AI生成图表的政策、工具与实践指南 / AI-Generated Figures in Academic Publishing: Policies, Tools, and Practical Guidelines
1️⃣ 一句话总结
这篇论文调查了主流学术期刊对AI生成图表的不同政策,分析了其引发的可重复性、作者署名等核心关切,并基于实际工具案例,为研究人员提供了一套合规、透明使用此类AI工具以加速科学传播的实践指南。
The rapid advancement of generative AI has introduced a new class of tools capable of producing publication-quality scientific figures, graphical abstracts, and data visualizations. However, academic publishers have responded with inconsistent and often ambiguous policies regarding AI-generated imagery. This paper surveys the current stance of major journals and publishers -- including Nature, Science, Cell Press, Elsevier, and PLOS -- on the use of AI-generated figures. We identify key concerns raised by publishers, including reproducibility, authorship attribution, and potential for visual misinformation. Drawing on practical examples from tools such as SciDraw, an AI-powered platform designed specifically for scientific illustration, we propose a set of best-practice guidelines for researchers seeking to use AI figure-generation tools in a compliant and transparent manner. Our findings suggest that, with appropriate disclosure and quality control, AI-generated figures can meaningfully accelerate scientific communication without compromising integrity.
学术出版中AI生成图表的政策、工具与实践指南 / AI-Generated Figures in Academic Publishing: Policies, Tools, and Practical Guidelines
这篇论文调查了主流学术期刊对AI生成图表的不同政策,分析了其引发的可重复性、作者署名等核心关切,并基于实际工具案例,为研究人员提供了一套合规、透明使用此类AI工具以加速科学传播的实践指南。
源自 arXiv: 2603.16159