An Essay on the Innovation of Librarianship under the Waveof Generative AI

Libraly Journal ›› 2024, Vol. 43 ›› Issue (403): 79-83.

An Essay on the Innovation of Librarianship under the Waveof Generative AI

Xue Fei1, Ye Ying2, 3 (1 Zhejiang University Library; 2 National Institute of Intelligent Evaluation andGovernance, Fudan University; 3 International Joint Informatics Laboratory, Nanjing University)

Online:2024-11-15 Published:2024-12-02
About author:Xue Fei1, Ye Ying2, 3 (1 Zhejiang University Library; 2 National Institute of Intelligent Evaluation andGovernance, Fudan University; 3 International Joint Informatics Laboratory, Nanjing University)

Abstract

Abstract:

The rapid development of generative artificial intelligence (GenAI) technology is profoundlychanging all walks of life. As an important institution for knowledge preservation and dissemination,libraries are also facing new opportunities and challenges in this era. Based on an overview of libraries’responses to GenAI and the impact of the GenAI wave on librarianship, this article suggests that librariesshould adopt strategies for integrating resources, talent and contextual applications of GenAI, and proposesdifferentiated response strategies for domestic public libraries, university libraries and scientific researchlibraries. It also briefly discusses how to improve the library-AI cooperative ecosystem through technologyalliances. This article provides a reference for the development of librarianship in the GenAI era.

Xue Fei, Ye Ying ( Zhejiang University Library, National Institute of Intelligent Evaluation andGovernance, Fudan University, International Joint Informatics Laboratory, Nanjing University). An Essay on the Innovation of Librarianship under the Waveof Generative AI[J]. Libraly Journal, 2024, 43(403): 79-83.

References

[ 1 ] Goodfellow I， Pouget-Abadie J， Mirza M， et al.Generative adversarial nets[J]. Advances in NeuralInformation Processing Systems，2014： 2672–2680.

[ 2 ] Vaswani A， Shazeer N， Parmar N， et al. Attentionis all you need [J]. Advances in Neural InformationProcessing Systems （NIPS 2017），2017，30：5998–6008.

[ 3 ] Radford A， Narasimhan K， Salimans T， et al.Improving language understanding by generativepre-training [J]. OpenAI Working Paper，2018.

[ 4 ] Brown T， Mann B， Ryder N， et al. Languagemodels are few-shot learners[J]. Advances inNeural Information Processing Systems，2020，33：1877–1901.

[ 5 ] OpenAI. GPT-4 technical report [J/OL]. arXiv，https://arxiv.org/abs/2303.08774，2023.

[ 6 ] OpenAI. Video generation models as worldsimulators[OL].[2024-10-26]. https://openai.com/research/video-generation-models-as-worldsimulators.

[ 7 ] Stokel-Walker C， Van Noorden R. What ChatGPTand generative AI mean for science[J].Nature，2023， 614： 214–216.

[ 8 ] Bockting C， Van Dis E A M， Bollen J， et al.ChatGPT： five priorities for research [J]. Nature，2023， 614（7947）： 224–226.

[ 9 ] 叶鹰，朱秀珠，魏雪迎，等. 从ChatGPT 爆发到GPT 技术革命的启示[J]. 情报理论与实践，2023，46（6）：33–37.

[10] 王静静，叶鹰. 生成式AI 及其GPT 类技术应用对信息管理与传播的变革探析[J]. 中国图书馆学报，2023，49（6）：41–50.

[11] 张晓林，梁娜. 知识的智慧化、智慧的场景化、智能的泛在化——探索智慧知识服务的逻辑框架[J]. 中国图书馆学报，2023，49（3）：4–18.

[12] 金家琴，刘炜.AI2.0 时代的数字学术及其范式变革[J]. 图书馆杂志，2023，42（11）： 10–21.

[13] 张家榕，洪贇，叶鹰.GPT 类GENAI 技术支持下的艺术创新[J]. 图书馆杂志，2023，42（5）：14–19.

[14] 王静静，洪贇，叶鹰.GPT 型技术应用重塑数字人文探讨[J]. 情报理论与实践，2023， 46（6）：43–46.

[15] 张宏玲，沈立力，韩春磊，等. 大语言模型对图书馆数字人文工作的挑战及应对思考[J]. 图书馆杂志，2023，42（11）：31–39；61.

[16] 郭利敏，付雅明. 以大语言模型构建智慧图书馆：框架和未来[J]. 图书馆杂志，2023， 42（11）：22–30；133.

[17] 张慧，佟彤，叶鹰.AI 2.0 时代智慧图书馆的GPT技术驱动创新[J]. 图书馆杂志，2023， 42（5）：4–8.

[18] 蔡子凡，蔚海燕. 人工智能生成内容（AIGC）的演进历程及其图书馆智慧服务应用场景[J]. 图书馆杂志，2023，42（4）：34–43.