科学期刊中人工智能的兴起:研究格局的深刻转变

IF 0.3 Q3 MEDICINE, GENERAL & INTERNAL
R. Grillo
{"title":"科学期刊中人工智能的兴起:研究格局的深刻转变","authors":"R. Grillo","doi":"10.58600/eurjther1735","DOIUrl":null,"url":null,"abstract":"Dear Editors,\nI found the content of your editorials to be highly intriguing [1,2]. Scientific journals are witnessing a growing prevalence of publications related to artificial intelligence (AI). Three letters to the editor were recently published in your journal [3-5]. The renowned journal Nature has dedicated approximately 25 publications solely to the subject of ChatGPT. Moreover, a quick search on Pubmed using the term \"ChatGPT\" yields around 900 articles, with the vast majority originating in 2023. These statistics underscore the substantial interest of the scientific community in this area.\nAI, especially the ChatGPT tool and the recent Bard, have faced criticism and been portrayed as significant adversaries of science. It is evident that many authors or researchers, who may not be well-versed in writing, can greatly benefit from these tools, as mentioned earlier. Without taking a contrarian stance, one should consider the potential advantages of such technologies for researchers in less privileged regions, where access to new technologies is limited, and local or regional challenges abound [6]. AI cannot be confounded with other technologies, as it specifically focuses on replicating human-like intelligence and decision-making processes, rather than simply automating tasks or improving performance based on data patterns.\nThe translation into English poses challenges due to the dominance of English in worldwide publications, with over 95% of articles being published in this language, and even reaching 98% in some fields. Although this manuscript was partially translated using AI, it can still benefit researchers from non-native English regions. Even simple tasks like text editing can be problematic for researchers in underprivileged areas. AI can play a crucial role in the evolution of online lectures and classes, providing valuable support for African maxillofacial surgeons who lack the luxury of taking breaks from work to update their knowledge, as they may be the only available option [7]. One of the remarkable features of AI is its ability to discover knowledge gaps. The use of simple tools like reference organizers is rapidly evolving and can become automated or semi-automated through AI. However, we must carefully consider whether we should refrain from relying too heavily on AI in certain cases, as this could be seen as a significant regression.\nOn the other hand, we must be cautious about freely allowing AI tools to circulate in scientific journals and books without proper regulation [8]. Currently, accurately identifying texts generated by AI is challenging, and their effectiveness remains relatively low, at less than 30%. This means that only about 30 out of every 100 texts can be confidently classified as AI-generated. The technology must advance further to increase detection accuracy or at least raise suspicion. Academic journals no longer view authors acknowledging artificial intelligence tools as co-authors in their research favorably. This is crucial to prevent certain unscrupulous individuals, such as \"false prophets,\" charlatans, and flat-earthers, from infiltrating the realm of science, potentially impeding the progress of serious research conducted by professionals dedicated to advancing humanity through science.\nIt is essential to keep in mind that AI does not generate anything novel. Human authors can not be fully substituted [9]. In research involving groundbreaking concepts, innovations, case reports, or technical notes, the use of AI tends to be less frequent due to its lack of capability in creating innovative outcomes. On the other hand, reviews, whether narrative, systematic, or scoping, are based on existing publications. To address potential fraudulent practices, editors, reviewers, and journals themselves should exercise greater vigilance and apply more stringent filters for this type of publication.\nAn article from over a decade ago already discussed the professions most susceptible to replacement by computerization [10]. Maxillofacial surgeons, physicians, dentists, and psychologists are among the professions that are less likely to be displaced. This position can be attributed to the significant level of patient-professional interaction, the development of specific manual skills over time, and the ability to make adaptable decisions during procedures. These intricacies pose formidable challenges for AI to grasp, regardless of its level of advancement.\nWe should maintain a composed yet vigilant stance at this juncture. Just as Portuguese navigators feared encountering serpents and sea monsters when they ventured into uncharted waters, the uncertainty and novelty of AI can evoke apprehension in us all. Nonetheless, we must embrace the benefits that AI can offer while imposing strict regulations and appropriate penalties to prevent any potential abuses carried out \"in the name of science.\"\nSincerely yours,","PeriodicalId":42642,"journal":{"name":"European Journal of Therapeutics","volume":"218 1","pages":""},"PeriodicalIF":0.3000,"publicationDate":"2023-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"The Rising Tide of Artificial Intelligence in Scientific Journals: A Profound Shift in Research Landscape\",\"authors\":\"R. Grillo\",\"doi\":\"10.58600/eurjther1735\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Dear Editors,\\nI found the content of your editorials to be highly intriguing [1,2]. Scientific journals are witnessing a growing prevalence of publications related to artificial intelligence (AI). Three letters to the editor were recently published in your journal [3-5]. The renowned journal Nature has dedicated approximately 25 publications solely to the subject of ChatGPT. Moreover, a quick search on Pubmed using the term \\\"ChatGPT\\\" yields around 900 articles, with the vast majority originating in 2023. These statistics underscore the substantial interest of the scientific community in this area.\\nAI, especially the ChatGPT tool and the recent Bard, have faced criticism and been portrayed as significant adversaries of science. It is evident that many authors or researchers, who may not be well-versed in writing, can greatly benefit from these tools, as mentioned earlier. Without taking a contrarian stance, one should consider the potential advantages of such technologies for researchers in less privileged regions, where access to new technologies is limited, and local or regional challenges abound [6]. AI cannot be confounded with other technologies, as it specifically focuses on replicating human-like intelligence and decision-making processes, rather than simply automating tasks or improving performance based on data patterns.\\nThe translation into English poses challenges due to the dominance of English in worldwide publications, with over 95% of articles being published in this language, and even reaching 98% in some fields. Although this manuscript was partially translated using AI, it can still benefit researchers from non-native English regions. Even simple tasks like text editing can be problematic for researchers in underprivileged areas. AI can play a crucial role in the evolution of online lectures and classes, providing valuable support for African maxillofacial surgeons who lack the luxury of taking breaks from work to update their knowledge, as they may be the only available option [7]. One of the remarkable features of AI is its ability to discover knowledge gaps. The use of simple tools like reference organizers is rapidly evolving and can become automated or semi-automated through AI. However, we must carefully consider whether we should refrain from relying too heavily on AI in certain cases, as this could be seen as a significant regression.\\nOn the other hand, we must be cautious about freely allowing AI tools to circulate in scientific journals and books without proper regulation [8]. Currently, accurately identifying texts generated by AI is challenging, and their effectiveness remains relatively low, at less than 30%. This means that only about 30 out of every 100 texts can be confidently classified as AI-generated. The technology must advance further to increase detection accuracy or at least raise suspicion. Academic journals no longer view authors acknowledging artificial intelligence tools as co-authors in their research favorably. This is crucial to prevent certain unscrupulous individuals, such as \\\"false prophets,\\\" charlatans, and flat-earthers, from infiltrating the realm of science, potentially impeding the progress of serious research conducted by professionals dedicated to advancing humanity through science.\\nIt is essential to keep in mind that AI does not generate anything novel. Human authors can not be fully substituted [9]. In research involving groundbreaking concepts, innovations, case reports, or technical notes, the use of AI tends to be less frequent due to its lack of capability in creating innovative outcomes. On the other hand, reviews, whether narrative, systematic, or scoping, are based on existing publications. To address potential fraudulent practices, editors, reviewers, and journals themselves should exercise greater vigilance and apply more stringent filters for this type of publication.\\nAn article from over a decade ago already discussed the professions most susceptible to replacement by computerization [10]. Maxillofacial surgeons, physicians, dentists, and psychologists are among the professions that are less likely to be displaced. This position can be attributed to the significant level of patient-professional interaction, the development of specific manual skills over time, and the ability to make adaptable decisions during procedures. These intricacies pose formidable challenges for AI to grasp, regardless of its level of advancement.\\nWe should maintain a composed yet vigilant stance at this juncture. Just as Portuguese navigators feared encountering serpents and sea monsters when they ventured into uncharted waters, the uncertainty and novelty of AI can evoke apprehension in us all. Nonetheless, we must embrace the benefits that AI can offer while imposing strict regulations and appropriate penalties to prevent any potential abuses carried out \\\"in the name of science.\\\"\\nSincerely yours,\",\"PeriodicalId\":42642,\"journal\":{\"name\":\"European Journal of Therapeutics\",\"volume\":\"218 1\",\"pages\":\"\"},\"PeriodicalIF\":0.3000,\"publicationDate\":\"2023-08-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"European Journal of Therapeutics\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.58600/eurjther1735\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"MEDICINE, GENERAL & INTERNAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"European Journal of Therapeutics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.58600/eurjther1735","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"MEDICINE, GENERAL & INTERNAL","Score":null,"Total":0}
引用次数: 2

摘要

亲爱的编辑们:我发现你们社论的内容非常吸引人[1,2]。科学期刊上与人工智能(AI)相关的文章越来越多。您的期刊最近发表了三封给编辑的信[3-5]。著名的《自然》杂志专门发表了大约25篇关于ChatGPT主题的文章。此外,在Pubmed上使用“ChatGPT”一词进行快速搜索,可以得到大约900篇文章,其中绝大多数来自2023年。这些统计数字强调了科学界对这一领域的极大兴趣。人工智能,尤其是ChatGPT工具和最近的Bard,面临着批评,并被描绘成科学的重要对手。很明显,正如前面提到的,许多可能不精通写作的作者或研究人员可以从这些工具中受益匪浅。在不采取逆势立场的情况下,我们应该考虑这些技术对不那么优越地区的研究人员的潜在优势,在这些地区,获得新技术的机会有限,而且当地或区域的挑战比比皆是[6]。人工智能不能与其他技术混淆,因为它专门专注于复制类似人类的智能和决策过程,而不是简单地自动化任务或基于数据模式提高性能。由于英语在全球出版物中的主导地位,翻译成英语带来了挑战,超过95%的文章以这种语言发表,甚至在某些领域达到98%。虽然这份手稿部分是用人工智能翻译的,但它仍然可以使来自非英语母语地区的研究人员受益。即使是像文本编辑这样简单的任务,对于贫困地区的研究人员来说也可能是有问题的。人工智能可以在在线讲座和课程的发展中发挥关键作用,为非洲颌面外科医生提供宝贵的支持,因为他们无法从工作中休息来更新他们的知识,因为他们可能是唯一可用的选择[7]。人工智能的一个显著特征是它能够发现知识空白。参考组织者等简单工具的使用正在迅速发展,通过人工智能可以实现自动化或半自动化。然而,我们必须仔细考虑,在某些情况下,我们是否应该避免过度依赖人工智能,因为这可能被视为一种重大倒退。另一方面,在没有适当监管的情况下,我们必须谨慎地允许人工智能工具在科学期刊和书籍中自由流通[8]。目前,准确识别人工智能生成的文本是一个挑战,它们的有效性仍然相对较低,不到30%。这意味着每100个文本中只有大约30个可以自信地归类为人工智能生成的。这项技术必须进一步发展,以提高检测精度,或者至少引起怀疑。学术期刊不再青睐那些在研究中承认人工智能工具为共同作者的作者。这对于防止某些肆无忌惮的个人,如“假先知”、江湖骗子和地平论者渗透到科学领域至关重要,这些人可能会阻碍那些致力于通过科学促进人类进步的专业人士进行的严肃研究的进展。必须记住,人工智能不会产生任何新颖的东西。人类作者不能被完全取代[9]。在涉及突破性概念、创新、案例报告或技术说明的研究中,由于缺乏创造创新成果的能力,人工智能的使用往往不太频繁。另一方面,评论,无论是叙述的,系统的,还是范围界定的,都是基于现有的出版物。为了解决潜在的欺诈行为,编辑、审稿人和期刊本身应该提高警惕,并对这类出版物实施更严格的过滤。十多年前的一篇文章已经讨论了最容易被计算机化取代的职业[10]。颌面外科医生、内科医生、牙医和心理学家是不太可能被取代的职业。这一职位可归因于显著水平的医患互动,随着时间的推移,具体的手工技能的发展,以及在手术过程中做出适应性决定的能力。无论人工智能的发展水平如何,这些错综复杂的问题都给它带来了巨大的挑战。在这个关键时刻,我们应该保持冷静和警惕的态度。就像葡萄牙航海家在冒险进入未知水域时害怕遇到蛇和海怪一样,人工智能的不确定性和新奇性也会引起我们所有人的担忧。尽管如此,我们必须接受人工智能可以提供的好处,同时实施严格的监管和适当的惩罚,以防止任何“以科学的名义”进行的潜在滥用。谨致问候,
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Rising Tide of Artificial Intelligence in Scientific Journals: A Profound Shift in Research Landscape
Dear Editors, I found the content of your editorials to be highly intriguing [1,2]. Scientific journals are witnessing a growing prevalence of publications related to artificial intelligence (AI). Three letters to the editor were recently published in your journal [3-5]. The renowned journal Nature has dedicated approximately 25 publications solely to the subject of ChatGPT. Moreover, a quick search on Pubmed using the term "ChatGPT" yields around 900 articles, with the vast majority originating in 2023. These statistics underscore the substantial interest of the scientific community in this area. AI, especially the ChatGPT tool and the recent Bard, have faced criticism and been portrayed as significant adversaries of science. It is evident that many authors or researchers, who may not be well-versed in writing, can greatly benefit from these tools, as mentioned earlier. Without taking a contrarian stance, one should consider the potential advantages of such technologies for researchers in less privileged regions, where access to new technologies is limited, and local or regional challenges abound [6]. AI cannot be confounded with other technologies, as it specifically focuses on replicating human-like intelligence and decision-making processes, rather than simply automating tasks or improving performance based on data patterns. The translation into English poses challenges due to the dominance of English in worldwide publications, with over 95% of articles being published in this language, and even reaching 98% in some fields. Although this manuscript was partially translated using AI, it can still benefit researchers from non-native English regions. Even simple tasks like text editing can be problematic for researchers in underprivileged areas. AI can play a crucial role in the evolution of online lectures and classes, providing valuable support for African maxillofacial surgeons who lack the luxury of taking breaks from work to update their knowledge, as they may be the only available option [7]. One of the remarkable features of AI is its ability to discover knowledge gaps. The use of simple tools like reference organizers is rapidly evolving and can become automated or semi-automated through AI. However, we must carefully consider whether we should refrain from relying too heavily on AI in certain cases, as this could be seen as a significant regression. On the other hand, we must be cautious about freely allowing AI tools to circulate in scientific journals and books without proper regulation [8]. Currently, accurately identifying texts generated by AI is challenging, and their effectiveness remains relatively low, at less than 30%. This means that only about 30 out of every 100 texts can be confidently classified as AI-generated. The technology must advance further to increase detection accuracy or at least raise suspicion. Academic journals no longer view authors acknowledging artificial intelligence tools as co-authors in their research favorably. This is crucial to prevent certain unscrupulous individuals, such as "false prophets," charlatans, and flat-earthers, from infiltrating the realm of science, potentially impeding the progress of serious research conducted by professionals dedicated to advancing humanity through science. It is essential to keep in mind that AI does not generate anything novel. Human authors can not be fully substituted [9]. In research involving groundbreaking concepts, innovations, case reports, or technical notes, the use of AI tends to be less frequent due to its lack of capability in creating innovative outcomes. On the other hand, reviews, whether narrative, systematic, or scoping, are based on existing publications. To address potential fraudulent practices, editors, reviewers, and journals themselves should exercise greater vigilance and apply more stringent filters for this type of publication. An article from over a decade ago already discussed the professions most susceptible to replacement by computerization [10]. Maxillofacial surgeons, physicians, dentists, and psychologists are among the professions that are less likely to be displaced. This position can be attributed to the significant level of patient-professional interaction, the development of specific manual skills over time, and the ability to make adaptable decisions during procedures. These intricacies pose formidable challenges for AI to grasp, regardless of its level of advancement. We should maintain a composed yet vigilant stance at this juncture. Just as Portuguese navigators feared encountering serpents and sea monsters when they ventured into uncharted waters, the uncertainty and novelty of AI can evoke apprehension in us all. Nonetheless, we must embrace the benefits that AI can offer while imposing strict regulations and appropriate penalties to prevent any potential abuses carried out "in the name of science." Sincerely yours,
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
European Journal of Therapeutics
European Journal of Therapeutics MEDICINE, GENERAL & INTERNAL-
自引率
0.00%
发文量
48
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信