Epoch AI 分析显示生物预印本中 LLM 使用与专业 AI 工具使用同等普遍
LLM use is acknowledged almost as often as specialized AI tools in biology preprints
Epoch AI 通过 GPT-5.6 Sol 分析 2020 年 1 月至 2026 年 9 月 bioRxiv 上 4.7 万篇预印本发现，其中 15.5% 承认使用 LLM，与承认使用专业 AI 工具的比例（15.7%）几乎相同；OpenAI Decisions API 基于 GPT-6 Luna 将 LLM 使用分为研究、代码计算、写作和文献综述四大类。
Epoch's work is free to use, distribute, and reproduce provided the source and authors are credited under the Creative Commons BY license.
Learn more about this graph
This data insight is based on our AI use in research explorer. We use GPT-5.6 Sol to check every preprint on bioRxiv from January 2020 until September 2026 for acknowledgments of AI use, counting LLM use and specialized AI tool use separately. The OpenAI Decisions API, based on GPT-6 Luna, further classifies LLM use acknowledgments into four use-case categories: research, code and computation, writing, and literature review. Research use includes conceptual contributions such as experimental design, methodological contributions such as data labeling, and analysis, such as statistical analysis. See the full methodology for more information.
Assumptions and limitations
Download this data
bioRxiv preprints using specialized AI tools and acknowledging LLM use, by month
CSV, Updated Oct. 21, 2026
Explore this data
AI use in research
Our estimates of the share of papers acknowledging large language model use in physics, biology, statistics, and math.
来源: Epoch AI · epoch.ai