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| Title: | C銀行應用人工智慧的管理框架設計
The Management Framework Design of AI Applications in C bank |
| Authors: | 朱姸如
Chu, Yen-Ju |
| Contributors: | 臧正運
林士貴
Tsang, Cheng-Yun
Lin, Shin-Kuei
朱姸如
Chu, Yen-Ju |
| Keywords: | 人工智慧
風險基礎
管理框架
負責任人工智慧
銀行業應用人工智慧管理
AI
Management framework
Risk-based Approach (RBA)
Application AI of management
Responsible AI in banking industry |
| Date: | 2023 |
| Issue Date: | 2024-02-01 11:31:25 (UTC+8) |
| Reference: | 1.雜誌
張凱君（2023）。生成式AI崛起與ChatGPT「聊出新未來」。銀行家雜誌，2023年4月。
2.國外研究
Google Research_ Attention is All You Need. Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N. Gomez, Lukasz Kaiser, Illia Polosukhin (2017)
https://research.google/pubs/pub46201/
3.研究計畫:安永諮詢服務股份有限公司，2023 年 08 月 31 日，銀行商業同業公會_人工智慧資通安全防護委外研究案研究報告書。出版地:臺灣。中華民國銀行商業同業公會全國聯合會。
4.網頁，新聞稿等
(1)陳曉莉。(15 June 2023). IThome:歐洲議會通過《AI Act》草案。
https://www.ithome.com.tw/news/157370
(2)楊長蓉，(26 May 2023) 歐盟《人工智慧法案》之風險基礎模式，國防安全雙周報，第80期P33-38，
https://indsr.org.tw/respublicationcon?uid=12&resid=1961&pid=4004
(3)聯合新聞網，北美智權報(13 July 2023)，歐盟人工智慧AI法案草案概觀：第三國供應商也適用。https://udn.com/news/story/6871/7295944
(4)Artificial Intelligence Market Size, Share & Trends Analysis Report By Solution, By Technology (Deep Learning, Machine Learning), By End-use, By Region, And Segment Forecasts, 2023 – 2030. (上網日期:2023年6月1日)
https://www.grandviewresearch.com/industry-analysis/artificial-intelligence-ai-market
(5)David E. Sanger and Cecilia Kang. (Oct. 30, 2023). The New York times “Biden to Issue First Regulations on Artificial Intelligence Systems. https://www.nytimes.com/2023/10/30/us/politics/biden-artificial-intelligence.html
(6)European Parliament News. EU AI Act: first regulation on artificial intelligence. (Dec. 19, 2023) https://www.europarl.europa.eu/news/en/headlines/society/20230601STO93804/eu-ai-act-first-regulation-on-artificial-intelligence
(7)European Parliament News. Artificial Intelligence Act: deal on comprehensive rules for trustworthy AI. (Dec. 9, 2023)
https://www.europarl.europa.eu/news/en/press-room/20231206IPR15699/artificial-intelligence-act-deal-on-comprehensive-rules-for-trustworthy-ai
(8)Hugh Son. (May 25, 2023). CNBC: JPMorgan is developing a ChatGPT-like A.I. service that gives investment advice.
https://www.cnbc.com/2023/05/25/jpmorgan-develops-ai-investment-advisor.html
(9)Kantaro Komiya and Supantha Mukherjee. (20 May 2023). Reuters: G7 calls for developing global technical standards for AI. https://www.reuters.com/world/g7-calls-developing-global-technical-standards-ai-2023-05-20/
(10)NHK. (31 Oct 2023) .G7就「廣島AI進程」敲定針對開發者之指南。
https://www3.nhk.or.jp/nhkworld/zt/news/20231031_ML02/
(11)Open AI: Morgan Stanley wealth management deploys GPT-4 to organize its vast knowledge base. (上網日期:2023年6月1日) https://openai.com/customer-stories/morgan-stanley
(12)Rashad Abelson, Allan Jorgensen, Karine Perset. (2 Oct 2023). OECD, Recoding our understanding of RBC(Responsible Business Conduct) in science, tech, and innovation: What's new in the OECD MNE Guidelines? https://www.oecd-forum.org/posts/recoding-our-understanding-of-rbc-in-science-tech-and-innovation-what-s-new-in-the-oecd-mne-guidelines
(13)Rick Merrit. (Jan 12, 2023). NVIDIA: 攜手 Evozyne 為蛋白質生成創建人工智慧模型.
https://blogs.nvidia.com.tw/2023/01/12/generative-ai-proteins-evozyne/
(14)White house (Sept. 12, 2023). <Fact Sheet: Biden-Harris Administration Secures Voluntary Commitments from Eight Additional Artificial Intelligence Companies to Manage the Risks Posed by AI>
https://www.whitehouse.gov/briefing-room/statements-releases/2023/09/12/fact-sheet-biden-harris-administration-secures-voluntary-commitments-from-eight-additional-artificial-intelligence-companies-to-manage-the-risks-posed-by-ai/
(15)White House. (Oct. 30, 2023). <FACT SHEET: President Biden Issues Executive Order on Safe, Secure, and Trustworthy Artificial Intelligence>
https://www.whitehouse.gov/briefing-room/statements-releases/2023/10/30/fact-sheet-president-biden-issues-executive-order-on-safe-secure-and-trustworthy-artificial-intelligence/
5.Nvidia 調查
Kevin Levitt. (2023)金融服務業人工智慧現況：2023 年趨勢，State of AI in Financial Services
https://www.nvidia.com/en-us/industries/finance/ai-financial-services-report/
6.Gartner技術研究報告
(1)Afraz Jaffri. (2023). Hype Cycle for Artificial Intelligence, 2023. Gartner (G00791179).
https://www.gartner.com/interactive/hc/4543699?ref=solrAll&refval=385511759
(2)Andrew Frank, Nicole Greene. (2022). Use Generative AI to Enhance Content and Customer Experience. Gartner (G00766029) https://www.gartner.com/document/4016772?ref=solrAll&refval=385512237&
(3)Arun Chandrasekaran, Leinar Ramos, Rajesh Kandaswamy. (2023). How to Choose an Approach for Deploying Generative AI. Gartner (G00794559)
https://www.gartner.com/document/4507999?ref=solrAll&refval=385501113&
(4)Arthur Mickoleit, Irma Fabular, Bill Finnerty, Dean Lacheca. (2023). Toward a Postdigital Government Maturity Model. Gartner (G00789145)
https://www.gartner.com/document/4432899?ref=solrImgSearch&refval=384239603&
(5)Arun Chandrasekaran, Radu Miclaus, Anthony Mullen. (2023). Innovation Guide for Generative AI Technologies. Gartner (G00793932)
https://www.gartner.com/document/4584399?ref=solrAll&refval=385512472&
(6)Cathy Tornbohm, Saikat Ray, Keith Guttridge, Paul Vincent, Arthur Villa, Andy Wang, Mukul Saha. (2022). Quick Answer: Use Gartner’s Hyperautomation Maturity Model. Gartner (G00779382)
https://www.gartner.com/document/4021874?ref=solrImgSearch&refval=384239279&
(7)Chirag Dekate, Bern Elliot. (2023).Applying AI- Techniques and Infrastructure. Gartner (G00775827) https://www.gartner.com/document/4300099?ref=solrImgSearch&refval=386347900&
(8)Christy Ferguson, Amy Jenkins, Precious Ozokpo, Jenifer Silverstein. (2023). Market Guide for Event Technology Platforms. Gartner (G00773542)
https://www.gartner.com/document/4420499?ref=solrAll&refval=386333057&
(9)David Cearley, Apoorva Chhabra, Tsuneo Fujiwara, Karan khandelwal, Abhishek Gupta. (2022). Achieve the Desired Maturity Level Using the Innovation Management Maturity Model and Assessment. Gartner (G00772391)
https://www.gartner.com/document/4020499?ref=solrImgSearch&refval=385517778&
(10)Farhan Choudhary, Svetlana Sicular. (2022). A Comprehensive Guide to Responsible AI. Gartner (G00764905)
https://www.gartner.com/document/4017080?ref=solrAll&refval=382718523&
(11)Hung LeHong, Mary Mesaglio, Don Scheibenreif, Rita Sallam. (2023).We Shape AI, AI Shapes Us: 2023 IT Symposium/Xpo Keynote Insights. Gartner ( G00799922)
(12)Jason Malo, Moutusi Sau. (2023). The Future of AI in Banking: Vision For 2027. Gartner (G00786400)
https://www.gartner.com/document/4695599?ref=hp-discovery&reqid=acad8167-3917-488b-ac74-d70b45c6901e
(13)Jeremy D'Hoinne, Avivah Litan, Gabriele Rigon. (2023). Innovation Guide for Generative AI in Trust, Risk and Security Management.(G00799579)
https://www.gartner.com/document/4751831?ref=solrAll&refval=385512580&
(14)Jon Aronoff, Van Baker, Avivah Litan, Tina Nunno. (2023). Board Brief on Generative AI. Gartner (G00794593) https://www.gartner.com/document/code/794593?ref=authbody&refval=4584399
(15)Sumit Agarwal, Soyeb Barot,Chirag Dekate, Anthony Mullen. (2023). Quick Answer: How Should CXOs Structure AI Operating Models? .Gartner (G00762136) https://www.gartner.com/document/4138999?ref=solrAll&refval=385512754&
https://www.gartner.com/document/4841531?ref=hp-discovery&reqid=55077b01-00e5-4bd5-81bc-153b4bf304ce
7.機關檔案資料：
(1)行政院( 112年4月7日)。臺灣 AI 行動計畫 2.0(2023-2026 年) 核定本。行政院院授科會科辦字第 1120012011 號函核定。
(2)行政院新聞傳播處(112年8月31日) 。「使用生成式AI參考指引（草案）」報告。
https://www.ey.gov.tw/Page/9277F759E41CCD91/e63572a7-fb79-4c02-9ea3-b731e7c06a56
(3)金管會(112年10月17日) 。金融業運用人工智慧(AI)之核心原則與相關推動政策。
https://www.fsc.gov.tw/ch/home.jsp?id=96&parentpath=0,2&mcustomize=news_view.jsp&dataserno=202310170002&dtable=News
(4)金管會(112年8月15日)「金融科技發展路徑圖(2.0)」，期能實現更包容、公平、永續及國際的金融科技生態環境。新聞稿。
https://www.fsc.gov.tw/ch/home.jsp?id=96&parentpath=0,2&mcustomize=news_view.jsp&dataserno=202308150002&dtable=News
(5)金管會(112年8月15日) 。金管會就金融業運用人工智慧(AI)之原則及政策草案公開徵詢外界意見。新聞稿。
https://www.fsc.gov.tw/ch/home.jsp?id=96&parentpath=0,2&mcustomize=news_view.jsp&dataserno=202308150001&dtable=News
(6)科技部前瞻及應用科技司(108年9月23日)。人工智慧科研發展指引。新聞稿。
https://www.nstc.gov.tw/nstc/attachments/53491881-eb0d-443f-9169-1f434f7d33c7
(7)銀行公會(112年10月)電子化委員會。「運用人工智慧技術作業規範」(草案) 。第10次理事會報告案第3案。
(8)BIS. Bank for international settlement, by Jeffery Yong and Jermy Prenio. (03 August 2021). Humans keeping AI in check – emerging regulatory expectations in the financial sector. BIS. FSI Insights No 35.
(9)EU(Society Updated: 14 June 2023) AI Act: first regulation on artificial intelligence.
https://www.europarl.europa.eu/news/en/headlines/society/20230601STO93804/eu-ai-act-first-regulation-on-artificial-intelligence
(10)OECD. (Feb. 22, 2022) Organization for Economic Cooperation and Development. Framework for the Classification of AI systems. ISSN: 20716826 (online) No. 323.
https://www.oecd.org/publications/oecd-framework-for-the-classification-of-ai-systems-cb6d9eca-en.htm |
| Description: | 碩士
國立政治大學
國際金融碩士學位學程
111ZB1011 |
| Source URI: | http://thesis.lib.nccu.edu.tw/record/#G0111ZB1011 |
| Data Type: | thesis |
| Appears in Collections: | [國際金融碩士學位學程] 學位論文
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