Generative AI Ethics: Navigating Challenges and Opportunities
Vemula, Anand
- 出版商: Independently Published
- 出版日期: 2024-06-11
- 售價: $960
- 貴賓價: 9.5 折 $912
- 語言: 英文
- 頁數: 80
- 裝訂: Quality Paper - also called trade paper
- ISBN: 9798328168267
- ISBN-13: 9798328168267
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相關分類:
人工智慧
海外代購書籍(需單獨結帳)
相關主題
商品描述
Generative AI is rapidly transforming various sectors by creating text, images, and other media, posing significant ethical challenges. This book delves into the ethical implications of generative AI, offering a comprehensive overview of the core issues and potential solutions.
Part I: Ethical Foundations explores fundamental ethical theories such as utilitarianism, deontology, and virtue ethics, providing a basis for understanding AI ethics. It also discusses frameworks for AI ethics, including ethical guidelines, regulatory frameworks, and stakeholder perspectives.
Part II: Core Ethical Issues in Generative AI addresses key concerns like bias and fairness, transparency and explainability, privacy and data security, autonomy and control, and accountability and responsibility. Each chapter includes real-world examples, case studies, and practical mitigation strategies.
Part III: Social and Societal Impacts examines the broader effects of generative AI on employment, societal perceptions, culture, and various industries such as healthcare, education, and the arts. It discusses automation, job displacement, reskilling, and the cultural impact of AI in media and entertainment.
Part IV: Future Directions and Emerging Challenges focuses on advancing ethical AI research through interdisciplinary collaboration, open research, and transparency. It also looks at the global policy landscape, the role of international organizations, and future policy directions. The section addresses technological innovations in generative AI and their ethical implications, preparing for future scenarios and ensuring ethical preparedness.
This book aims to equip readers with a deep understanding of the ethical challenges posed by generative AI and the tools to navigate these challenges responsibly. It combines theoretical insights with practical examples and case studies, making it a valuable resource for researchers, practitioners, policymakers, and anyone interested in the ethical dimensions of AI.
商品描述(中文翻譯)
生成式人工智慧正在迅速改變各個領域,透過創造文本、圖像及其他媒體,帶來重大的倫理挑戰。本書深入探討生成式人工智慧的倫理意涵,提供核心議題及潛在解決方案的全面概述。
**第一部分:倫理基礎** 探索基本的倫理理論,如功利主義、義務論和美德倫理,為理解人工智慧倫理提供基礎。它還討論了人工智慧倫理的框架,包括倫理指導方針、監管框架和利益相關者的觀點。
**第二部分:生成式人工智慧的核心倫理議題** 處理關鍵關注點,如偏見與公平性、透明度與可解釋性、隱私與數據安全、自主性與控制,以及問責與責任。每一章節都包含現實世界的例子、案例研究和實用的緩解策略。
**第三部分:社會與社會影響** 檢視生成式人工智慧對就業、社會認知、文化及各行各業(如醫療、教育和藝術)的更廣泛影響。它討論了自動化、工作取代、再技能培訓,以及人工智慧在媒體和娛樂中的文化影響。
**第四部分:未來方向與新興挑戰** 專注於透過跨學科合作、開放研究和透明度推進倫理人工智慧研究。它還關注全球政策環境、國際組織的角色及未來政策方向。本部分探討生成式人工智慧的技術創新及其倫理意涵,為未來情境做好準備,確保倫理準備。
本書旨在使讀者深入理解生成式人工智慧所帶來的倫理挑戰,以及負責任地應對這些挑戰的工具。它結合理論見解與實際例子和案例研究,成為研究人員、實務工作者、政策制定者及任何對人工智慧倫理維度感興趣的人的寶貴資源。