The Art and Ethics of Generative AI: Fairness, Transparency, and Human Values
暫譯: 生成式人工智慧的藝術與倫理：公平性、透明度與人類價值
Seth, Kirti, Gupta, Nidhi, Seth, Ashish
- 出版商: CRC
- 出版日期: 2026-07-10
- 售價: $3,950
- 貴賓價: 9.5 折 $3,752
- 語言: 英文
- 頁數: 180
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1041197357
- ISBN-13: 9781041197355
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相關分類:
GAN 生成對抗網絡
尚未上市，無法訂購
相關主題
商品描述
Generative AI technologies are reshaping the way we create, communicate, and compute, presenting both unprecedented opportunities and profound challenges. As these systems increasingly influence decisions that shape our lives, it becomes clear that performance metrics alone cannot define their success. A deeper understanding of the intersection between technical innovation and human values is essential to navigate this transformative era.
The Art and Ethics of Generative AI: Fairness, Transparency, and Human Values provides a balanced exploration of generative AI, combining technical insights with ethical considerations. It explains generative model architectures and learning paradigms in an accessible way, while addressing critical issues such as algorithmic bias, explainability challenges, and emerging regulatory approaches. Practical frameworks for responsible AI development are offered, alongside multidisciplinary perspectives that bridge technical and humanistic viewpoints. Abstract concepts are brought to life through practical illustrations, demonstrating how ethical considerations play out in real-world AI applications.
Designed for a wide audience, the book serves AI practitioners seeking actionable guidance for building responsible systems, researchers exploring nuanced ethical dimensions, educators and students looking for comprehensive learning materials, and policymakers needing governance insights. It is an essential resource for anyone engaged in the rapidly evolving AI ecosystem.
商品描述(中文翻譯)
生成式人工智慧技術正在重塑我們創造、溝通和計算的方式，帶來前所未有的機會和深刻的挑戰。隨著這些系統越來越多地影響塑造我們生活的決策，僅僅依賴性能指標來定義它們的成功已經不夠明確。深入理解技術創新與人類價值之間的交集，對於在這個變革時代中導航至關重要。
《生成式人工智慧的藝術與倫理：公平性、透明性與人類價值》提供了對生成式人工智慧的平衡探索，結合了技術見解與倫理考量。它以易於理解的方式解釋了生成模型架構和學習範式，同時探討了算法偏見、可解釋性挑戰和新興監管方法等關鍵問題。書中提供了負責任的人工智慧開發的實用框架，並結合了跨學科的觀點，橋接技術與人文的視角。抽象概念透過實際插圖得以具象化，展示了倫理考量在現實世界人工智慧應用中的實際影響。
本書旨在服務廣泛的讀者群，包括尋求可行指導以建立負責任系統的人工智慧從業者、探索細緻倫理維度的研究者、尋找全面學習材料的教育工作者和學生，以及需要治理見解的政策制定者。對於任何參與快速發展的人工智慧生態系統的人來說，這都是一本必備的資源。
作者簡介
Kirti Seth is currently working as a Professor in the School of Computer and Information Engineering at INHA University in Tashkent, Uzbekistan. She is a researcher and academician in the field of Computer Science and Engineering with over twenty years of experience in teaching and research. Her research interests include Component-Based Systems, Service-Oriented Architecture, Bio-Inspired Optimization Techniques, Neural Networks, Artificial Intelligence, and Computer Security.
Nidhi Gupta is an Associate Professor in the Department of Computer Science and Engineering, Sharda University, Greater Noida, India. She has over 20 years of academic experience, with a strong emphasis on research and scholarly publishing. Her research interests include Artificial Intelligence & Machine Learning, Computer Vision, and Information Retrieval.
Ashish Seth is a Teacher, Consultant, Researcher, and an Author. He is a Professor at the School of Computer & Information Engineering, Inha University in Tashkent, Uzbekistan. He has been into research and academics for more than 22 years. He has worked at various Universities in India and abroad, holding different positions and responsibilities. He has organized and participated very actively in various conferences, workshops, and seminars.
作者簡介(中文翻譯)
Kirti Seth 目前在烏茲別克斯坦塔什干的INHA大學計算機與信息工程學院擔任教授。她是一位計算機科學與工程領域的研究者和學者，擁有超過二十年的教學和研究經驗。她的研究興趣包括基於組件的系統、服務導向架構、生物啟發的優化技術、神經網絡、人工智慧和計算機安全。
Nidhi Gupta 是印度大諾伊達Sharda大學計算機科學與工程系的副教授。她擁有超過20年的學術經驗，並強調研究和學術出版。她的研究興趣包括人工智慧與機器學習、計算機視覺和信息檢索。
Ashish Seth 是一位教師、顧問、研究者和作者。他是烏茲別克斯坦塔什干INHA大學計算機與信息工程學院的教授，從事研究和學術工作超過22年。他曾在印度及國外的多所大學工作，擔任不同的職位和責任。他積極組織和參加各種會議、研討會和工作坊。
