Advancing Responsible AI in Public Sector Application: GPAI Edition
暫譯: 推進公共部門應用中的負責任人工智慧：GPAI 版
Singh, Abhishek, Ravindran, Balaraman
相關主題
商品描述
Responsible use of AI in public sector applications requires engagement with various technical and non-technical areas such as human rights, inclusion, diversity, innovation and economic growth. The book covers topics spanning the technological socio-economic spectrum, including the potential of AI/ML technologies to address social and political inequities, privacy-enhancing technologies for datasets, friction-less data sharing and data stewardship models, regional/geographical inequities in extraction and so forth.
Features:
- Focuses on technical aspects of responsible AI in the public sector.
- Covers a wide range of topics spanning the technological socio-economic spectrum.
- Presents viewpoints from public sector agencies as well as from practitioners.
- Discusses privacy-enhancing technologies for collecting, processing and storing datasets, and friction.
- Reviews frameworks to identify and address biased AI outcomes in the design, development and use of AI.
This book is aimed at professionals, researchers and students in artificial intelligence, computer science and engineering, policy-makers, social scientists, economists and lawyers.
商品描述(中文翻譯)
負責任地使用人工智慧（AI）於公共部門應用需要與各種技術和非技術領域進行互動，例如人權、包容性、多樣性、創新和經濟增長。本書涵蓋了跨越技術社會經濟光譜的主題，包括AI/ML技術在解決社會和政治不平等方面的潛力、用於數據集的隱私增強技術、無摩擦的數據共享和數據管理模型、以及在資源開採中的區域/地理不平等等。
特色：
- 專注於公共部門負責任AI的技術面向。
- 涵蓋跨越技術社會經濟光譜的廣泛主題。
- 提供來自公共部門機構及實務工作者的觀點。
- 討論用於收集、處理和儲存數據集的隱私增強技術及其摩擦問題。
- 回顧框架以識別和解決AI設計、開發和使用中的偏見結果。
本書旨在針對人工智慧、計算機科學和工程領域的專業人士、研究人員和學生，以及政策制定者、社會科學家、經濟學家和律師。
作者簡介
Abhishek Singh is a distinguished officer of the 1995 batch of the Indian Administrative Service (IAS), currently serves as Additional Secretary in the Ministry of Electronics and Information Technology (MeitY), Government of India. With nearly three decades of experience in governance, policy formulation, and administration, he specializes in leveraging technology to enhance governance and public service delivery. As Additional Secretary, he holds responsibilities including Artificial Intelligence, Emerging Technologies, Cybersecurity, and Digital Skilling with additional charge of CEO of IndiaAI Mission.
Balaraman Ravindran heads the Robert Bosch Centre for Data Science & Artificial Intelligence and Centre for Responsible AI at IIT Madras, the leading interdisciplinary AI research centre in India. He is the Mindtree Faculty Fellow and Professor in the Department of Computer Science and Engineering at IIT Madras. He is the No.1 Deep Reinforcement Learning Expert, and among top 3 Machine Learning Experts in India. He has been elected as ACM Distinguished Member (2021) for his significant contributions to computing. He has been recognized, in 2020, as a Senior member of AAAI (Association for Advancement of AI) for his long-standing contributions to AI. He is also the Co-director of the Prathap Subrahmanyam Centre for Digital Intelligence, Secure Hardware and Architecture (PSC-DISHA) and the Reconfigurable and Intelligent Systems Engineering (RISE) group at IIT Madras.
作者簡介(中文翻譯)
阿比謝克·辛格是1995年印度行政服務（IAS）批次的傑出官員，目前擔任印度電子與信息技術部（MeitY）附加秘書。擁有近三十年的治理、政策制定和行政管理經驗，他專注於利用技術提升治理和公共服務交付。作為附加秘書，他負責的領域包括人工智慧、前沿技術、網絡安全和數位技能，並兼任印度AI任務的首席執行官。
巴拉拉曼·拉文德蘭是印度馬德拉斯印度理工學院（IIT Madras）羅伯特·博世數據科學與人工智慧中心及負責任AI中心的負責人。他是Mindtree教職員研究員及IIT Madras計算機科學與工程系的教授。他是印度第一的深度強化學習專家，也是印度前三的機器學習專家之一。因其對計算領域的重大貢獻，他於2021年被選為ACM傑出成員。2020年，他因長期對人工智慧的貢獻被認定為AAAI（人工智慧促進協會）的高級成員。他還是IIT Madras普拉塔普·蘇布拉馬尼亞姆數位智慧、安全硬體與架構中心（PSC-DISHA）及可重構與智能系統工程（RISE）小組的共同主任。
