- 个人中心
- 退出登录
浏览全部资源
扫码关注微信
The DAOs to AI for Science by DeSci: the state of the art and perspective
- Chinese Journal of Intelligent Science and Technology Vol. 5, Issue 1, Pages: 1-6(2023)
- 作者机构：
1. 中国科学院大学人工智能学院，北京 100049
2. 中国科学院自动化研究所复杂系统管理与控制国家重点实验室，北京 100190
3. 复旦大学计算机科学技术学院，上海 200433
4. 武汉理工大学计算机与人工智能学院，湖北 武汉 430070
5. 澳门科技大学澳门系统工程研究所，澳门 999078
- 作者简介：
- 基金信息：
DOI：10.11959/j.issn.2096-6652.202310
CLC： TP3-05-
Published Online：2023-03，
Published：15 March 2023
- 稿件说明：
移动端阅览
Fei-Yue WANG, Qinghai MIAO, Junping ZHANG, et al. The DAOs to AI for Science by DeSci: the state of the art and perspective[J]. Chinese journal of intelligent science and technology, 2023, 5(1): 1-6.
Fei-Yue WANG, Qinghai MIAO, Junping ZHANG, et al. The DAOs to AI for Science by DeSci: the state of the art and perspective[J]. Chinese journal of intelligent science and technology, 2023, 5(1): 1-6. DOI： 10.11959/j.issn.2096-6652.202310.
摘要
以ChatGPT为代表的新一轮人工智能技术浪潮正推动人类社会全面变革，科学研究范式正加速转换，一场人工智能驱动的科学研究（AI for Science，AI4S）革命正在到来。分析了AI4S的基本概念和特点，从数学、物理、生物、材料等角度简要综述了AI4S的发展现状。大力发展AI4S对提高国家竞争力、发展社会经济、加强技术储备都具有十分重要的意义。为更好地推动我国 AI4S 的发展，以下两点十分关键：一是变革当代的教学与教育，倡导AI for Education和Education for AI；二是以DAOs和DeSci为基础建立适应“新科学研究范式”的“新组织方式”和“新科研生态”，为 AI4S研究提供公开、公平、公正的可持续性支持。
Abstract
The new wave of artificial intelligence technology represented by ChatGPT is promoting the comprehensive transformation of human society
the transformation of scientific research paradigm is accelerating
and an artificial intelligence-driven scientific research (AI for Science
AI4S) revolution is coming.The basic concepts and characteristics of AI4S were analyzed
and the development status of AI4S were briefly summarized from the perspectives of mathematics
physics
biology
and materials.Vigorously developing AI4S is of great significance to improving national competitiveness
developing social economy
and strengthening technical reserves.In order to promote the development of AI4S better
the following two points are essential: one is to change the contemporary teaching and education
and advocate AI for Education (AI4E) and Education for AI (E4AI); the other is to establish and adapt to the ＂new scientific research paradigm＂ with ＂new organization mode＂ in a ＂new research ecology＂
based on DAOs and DeSci
for open
fair and just sustainable support for AI4S.
关键词
Keywords
references
WANG S , DING W W , LI J J , et al . Decentralized autonomous organizations:concept,model,and applications [J ] . IEEE Transactions on Computational Social Systems , 2019 , 6 ( 5 ): 870 - 878 .
丁文文 , 王帅 , 李娟娟 , 等 . 去中心化自治组织：发展现状、分析框架与未来趋势 [J ] . 智能科学与技术学报 , 2019 , 1 ( 2 ): 202 - 213 .
DING W W , WANG S , LI J J , et al . Decentralized autonomous organizations:development status,analysis framework and future trend [J ] . Chinese Journal of Intelligent Science and Technology , 2019 , 1 ( 2 ): 202 - 213 .
HAMBURG S . Call to join the decentralized science movement [J ] . Nature , 2021 , 600 ( 7888 ): 221 .
WANG F Y , DING W W , WANG X , et al . The DAOS to DeSci:AI for free,fair,and responsibility sensitive sciences [J ] . IEEE Intelligent Systems , 2022 , 37 ( 2 ): 16 - 22 .
MIAO Q H , HUANG M , LV Y S , et al . Parallel learning between science for AI and AI for science:a brief overview and perspective [C ] // Proceedings of 2022 Australian ＆ New Zealand Control Conference (ANZCC) . Piscataway:IEEE Press , 2022 : 171 - 175 .
WANG F Y , MIAO Q H , LI X , et al . What does ChatGPT say:the DAOS from algorithmic intelligence to linguistic intelligence [J ] . IEEE/CAA Journal of Automatica Sinica , 2023 , 10 ( 3 ): 575 - 579 .
WANG F Y , YANG J , WANG X X , et al . Chat with ChatGPT on industry 5.0:learning and decision-making for intelligent industries [J ] . IEEE/CAA Journal of AutomaticaSinica , 2023 , 10 ( 4 ): 831 - 834 .
王飞跃 . SciTS:21 世纪科技合作的灯塔？ [J ] . 科技导报 , 2011 , 29 ( 12 ): 81 .
WANG F Y . SciTS:a beacon of scientific and technological cooperation in the 21st century？ [J ] . Science ＆ Technology Review , 2011 , 29 ( 12 ): 81 .
WANG F Y . From AI to SciTS:team science and research intelligence [J ] . IEEE Intelligent Systems , 2011 , 26 ( 3 ): 2 - 4 .
DING W W , HOU J C , LI J J , et al . DeSci based on Web3 and DAOS:a comprehensive overview and reference model [J ] . IEEE Transactions on Computational Social Systems , 2022 , 9 ( 5 ): 1563 - 1573 .
袁勇 , 王飞跃 . 区块链技术发展现状与展望 [J ] . 自动化学报 , 2016 , 42 ( 4 ): 481 - 494 .
YUAN Y , WANG F Y . Blockchain:the state of the art and future trends [J ] . Acta Automatica Sinica , 2016 , 42 ( 4 ): 481 - 494 .
袁勇 , 王飞跃 . 区块链理论与方法 [M ] . 北京 : 清华大学出版社 , 2019 .
YUAN Y , WANG F Y . Blockchain theory and method [M ] . Beijing : Tsinghua University Press , 2019 .
袁勇 , 王飞跃 . 区块链+智能制造:技术与应用 [M ] . 北京 : 清华大学出版社 , 2021 .
YUAN Y , WANG F Y . Blockchain + intelligent manufacturing:techniques and applications [M ] . Beijing : Tsinghua University Press , 2021 .
欧阳丽炜 , 王帅 , 袁勇 , 等 . 智能合约:架构及进展 [J ] . 自动化学报 , 2019 , 45 ( 3 ): 445 - 457 .
OUYANG L W , WANG S , YUAN Y , et al . Smart contracts:architecture and research progresses [J ] . Acta Automatica Sinica , 2019 , 45 ( 3 ): 445 - 457 .
WANG S , OUYANG L W , YUAN Y , et al . Blockchain-enabled smart contracts:architecture,applications,and future trends [J ] . IEEE Transactions on Systems,Man,and Cybernetics:Systems , 2019 , 49 ( 11 ): 2266 - 2277 .
卢经纬 , 程相 , 王飞跃 . 求解微分方程的人工智能与深度学习方法：现状及展望 [J ] . 智能科学与技术学报 , 2022 , 4 ( 4 ): 461 - 476 .
LU J W , CHENG X , WANG F Y . Artificial intelligence and deep learning methods for solving differential equations:present situation and prospect [J ] . Chinese Journal of Intelligent Science and Technology , 2022 , 4 ( 4 ): 461 - 476 .
ZHOU J , KE P , QIU X P , et al . ChatGPT:potential,prospects,and limitations [J ] . Frontiers of Information Technology ＆ Electronic Engineering ,accepted.
DU H P , TENG S Y , CHEN H , et al . Chat with ChatGPT on intelligent vehicles:an IEEE TIV perspective [J ] . IEEE Transactions on Intelligent Vehicles ,accepted.
ZHANG J P , PU J , XUE J R , et al . HiVeGPT:human-machine-augmented intelligent vehicles with generative pre-trained transformer [J ] . IEEE Transactions on Intelligent Vehicles ,accepted.
GAO Y B , TONG W , WU E Q , et al . Chat with ChatGPT on interactive engines for intelligent driving [J ] . IEEE Transactions on Intelligent Vehicles ,accepted.
WANG F Y . The metaverse of mind:perspectives on DeSci for DeEco and DeSoc [J ] . IEEE/CAA Journal of Automatica Sinica , 2022 , 9 ( 12 ): 2043 - 2046 .
DING W W , LI J J , QIN R , et al . A new architecture and mechanism for decentralized science metamarkets [J ] . IEEE Transanctions on Systems,Man,and Cybernects:Systems , 2023 .
WANG F Y . Parallel intelligence in metaverses:welcome to Hanoi! [J ] . IEEE Intelligent Systems , 2022 , 37 ( 1 ): 16 - 20 .
MIAO Q H , ZHENG W B , LV Y S , et al . DAOS to HANOI via DeSci:AI paradigm shifts from AlphaGo to ChatGPT [J ] . IEEE/CAA Journal of Automatica Sinica , 2023 , 10 ( 4 ): 877 - 897 .
王飞跃 . 平行科学:可持续智能产业和智慧社会的基础与保障 [R ] . 2014 .
WANG F Y . Parallel sciences for sustainable intelligent industries and smart societies:foundations and perspectives [R ] . 2014 .
0
Views
1948
下载量
8
CSCD
- L-PDFDownload
- XMLDownload
- Meta-XMLDownload
- BibTeXDownload
- EndnoteDownload
- RefMan Download
- NoteExpressDownload
- NoteFirstDownload
Publicity Resources
Related Articles
Related Author
Related Institution
- Postal code：100079
- Tel：（010）53879206 Email：cjist@bjxintong.com.cn
- Technical support is provided by Beijing Founder electronics co., LTD 京ICP备09064830号-19
京公网安备11010802024621 - It is recommended to read the content of this site in Chrome&IE9+. Please switch to extreme mode in browser 360.
- Cookies We use cookies to help provide and enhance our service and tailor content. By continuing, you agree to the use of cookies.
- Total Visits：35702 Visits Today：177
