{"title":"生成式人工智能能否促进研究进程?这很复杂","authors":"Danny Kingsley","doi":"10.5860/crln.84.9.342","DOIUrl":null,"url":null,"abstract":"G enerative artificial intelligence (AI) describes algorithms (such as ChatGPT) that can be used to create new content, including audio, code, images, text, simulations, and videos. Large Language Models are specialized AI models trained on enormous volumes of text data and created to comprehend and produce text-based content. I am hardly the first to ask the question of whether these tools can facilitate the research process. A proposed Scholarly AI taxonomy “outlines seven key roles that AI could potentially play in a scholarly publishing workflow.” 1 UNESCO has suggested possible uses of ChatGPT in the research process including for research design, data collection, data analysis, and writing up. 2 Indeed, an industry has already sprung up with enterprising researchers selling their knowledge in this area with tutorials such as “Become an efficient academic writer with AI apps.” So, for what it is worth, here’s my take on where generative AI can assist (or not) the research process. The only prediction I am making is this will be out of date by publication.","PeriodicalId":55882,"journal":{"name":"College and Research Libraries News","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Can generative AI facilitate the research process? It’s complicated\",\"authors\":\"Danny Kingsley\",\"doi\":\"10.5860/crln.84.9.342\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"G enerative artificial intelligence (AI) describes algorithms (such as ChatGPT) that can be used to create new content, including audio, code, images, text, simulations, and videos. Large Language Models are specialized AI models trained on enormous volumes of text data and created to comprehend and produce text-based content. I am hardly the first to ask the question of whether these tools can facilitate the research process. A proposed Scholarly AI taxonomy “outlines seven key roles that AI could potentially play in a scholarly publishing workflow.” 1 UNESCO has suggested possible uses of ChatGPT in the research process including for research design, data collection, data analysis, and writing up. 2 Indeed, an industry has already sprung up with enterprising researchers selling their knowledge in this area with tutorials such as “Become an efficient academic writer with AI apps.” So, for what it is worth, here’s my take on where generative AI can assist (or not) the research process. The only prediction I am making is this will be out of date by publication.\",\"PeriodicalId\":55882,\"journal\":{\"name\":\"College and Research Libraries News\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"College and Research Libraries News\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.5860/crln.84.9.342\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"Social Sciences\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"College and Research Libraries News","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.5860/crln.84.9.342","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"Social Sciences","Score":null,"Total":0}
Can generative AI facilitate the research process? It’s complicated
G enerative artificial intelligence (AI) describes algorithms (such as ChatGPT) that can be used to create new content, including audio, code, images, text, simulations, and videos. Large Language Models are specialized AI models trained on enormous volumes of text data and created to comprehend and produce text-based content. I am hardly the first to ask the question of whether these tools can facilitate the research process. A proposed Scholarly AI taxonomy “outlines seven key roles that AI could potentially play in a scholarly publishing workflow.” 1 UNESCO has suggested possible uses of ChatGPT in the research process including for research design, data collection, data analysis, and writing up. 2 Indeed, an industry has already sprung up with enterprising researchers selling their knowledge in this area with tutorials such as “Become an efficient academic writer with AI apps.” So, for what it is worth, here’s my take on where generative AI can assist (or not) the research process. The only prediction I am making is this will be out of date by publication.
期刊介绍:
Established in 1966, College & Research Libraries News (C&RL News) provides articles on the latest trends and practices affecting academic and research libraries and serves as the official newsmagazine and publication of record of ACRL. Monthly columns include Internet Resources, Internet Reviews, Preservation News, Washington Hotline, Grants and Acquisitions, People in the News, and New Publications. Other regular features are Scholarly Communication, Job of a Lifetime, and The Way I See It. C&RL News is published 11 times per year.