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Socially Responsible AI

Socially Responsible AI PDF Author: Lu Cheng
Publisher: World Scientific Publishing Company
ISBN: 9789811266621
Category : Computers
Languages : en
Pages : 0

Book Description
In the current era, people and society have grown increasingly reliant on artificial intelligence (AI) technologies. AI has the potential to drive us towards a future in which all of humanity flourishes. It also comes with substantial risks for oppression and calamity. In response, researchers and organizations have been working to publish principles and develop AI regulations for the responsible use of AI in consequential application domains. However, these theoretically formulated principles and regulations also need to be turned into actionable algorithms to materialize AI for good.This book introduces a unified perspective of Socially Responsible AI to help bridge conceptual AI principles to responsible AI practice. It begins with an interdisciplinary definition of socially responsible AI and the AI responsibility pyramid. Existing efforts seeking to materialize the mainstream responsible AI principles are then presented. The book also discusses how to leverage advanced AI techniques to address the challenging societal issues through Protecting, Informing, and Preventing, and concludes with open problems and challenges.This book serves as a convenient entry point for researchers, practitioners, and students to understand the problems and challenges of socially responsible AI, and to identify how their areas of expertise can contribute to making AI socially responsible.

Socially Responsible AI

Socially Responsible AI PDF Author: Lu Cheng
Publisher: World Scientific Publishing Company
ISBN: 9789811266621
Category : Computers
Languages : en
Pages : 0

Book Description
In the current era, people and society have grown increasingly reliant on artificial intelligence (AI) technologies. AI has the potential to drive us towards a future in which all of humanity flourishes. It also comes with substantial risks for oppression and calamity. In response, researchers and organizations have been working to publish principles and develop AI regulations for the responsible use of AI in consequential application domains. However, these theoretically formulated principles and regulations also need to be turned into actionable algorithms to materialize AI for good.This book introduces a unified perspective of Socially Responsible AI to help bridge conceptual AI principles to responsible AI practice. It begins with an interdisciplinary definition of socially responsible AI and the AI responsibility pyramid. Existing efforts seeking to materialize the mainstream responsible AI principles are then presented. The book also discusses how to leverage advanced AI techniques to address the challenging societal issues through Protecting, Informing, and Preventing, and concludes with open problems and challenges.This book serves as a convenient entry point for researchers, practitioners, and students to understand the problems and challenges of socially responsible AI, and to identify how their areas of expertise can contribute to making AI socially responsible.

Socially Responsible Ai: Theories And Practices

Socially Responsible Ai: Theories And Practices PDF Author: Lu Cheng
Publisher: World Scientific
ISBN: 9811266646
Category : Computers
Languages : en
Pages : 196

Book Description
In the current era, people and society have grown increasingly reliant on artificial intelligence (AI) technologies. AI has the potential to drive us towards a future in which all of humanity flourishes. It also comes with substantial risks for oppression and calamity. In response, researchers and organizations have been working to publish principles and develop AI regulations for the responsible use of AI in consequential application domains. However, these theoretically formulated principles and regulations also need to be turned into actionable algorithms to materialize AI for good.This book introduces a unified perspective of Socially Responsible AI to help bridge conceptual AI principles to responsible AI practice. It begins with an interdisciplinary definition of socially responsible AI and the AI responsibility pyramid. Existing efforts seeking to materialize the mainstream responsible AI principles are then presented. The book also discusses how to leverage advanced AI techniques to address the challenging societal issues through Protecting, Informing, and Preventing, and concludes with open problems and challenges.This book serves as a convenient entry point for researchers, practitioners, and students to understand the problems and challenges of socially responsible AI, and to identify how their areas of expertise can contribute to making AI socially responsible.

Responsible Artificial Intelligence

Responsible Artificial Intelligence PDF Author: Virginia Dignum
Publisher: Springer Nature
ISBN: 3030303713
Category : Computers
Languages : en
Pages : 133

Book Description
In this book, the author examines the ethical implications of Artificial Intelligence systems as they integrate and replace traditional social structures in new sociocognitive-technological environments. She discusses issues related to the integrity of researchers, technologists, and manufacturers as they design, construct, use, and manage artificially intelligent systems; formalisms for reasoning about moral decisions as part of the behavior of artificial autonomous systems such as agents and robots; and design methodologies for social agents based on societal, moral, and legal values. Throughout the book the author discusses related work, conscious of both classical, philosophical treatments of ethical issues and the implications in modern, algorithmic systems, and she combines regular references and footnotes with suggestions for further reading. This short overview is suitable for undergraduate students, in both technical and non-technical courses, and for interested and concerned researchers, practitioners, and citizens.

Towards Ethical and Socially Responsible Explainable AI

Towards Ethical and Socially Responsible Explainable AI PDF Author: Mohammad Amir Khusru Akhtar
Publisher: Springer Nature
ISBN: 3031664892
Category :
Languages : en
Pages : 381

Book Description


Balancing Human Rights, Social Responsibility, and Digital Ethics

Balancing Human Rights, Social Responsibility, and Digital Ethics PDF Author: Pucelj, Maja
Publisher: IGI Global
ISBN:
Category : Political Science
Languages : en
Pages : 356

Book Description
The relentless march of technology has given rise to a host of ethical dilemmas, challenging established notions of privacy, human rights, and societal obligations. The increasing ubiquity of artificial intelligence (AI) has heightened concerns regarding its ethical use, data protection, and the deepening digital divide. The enactment of the EU's Artificial Intelligence Act and the OECD's AI recommendations underscores the critical need to address these complex issues, highlighting the urgency of understanding the ethical implications of digital technologies. Balancing Human Rights, Social Responsibility, and Digital Ethics offers a compelling solution to these issues by exploring the moral implications of AI, data privacy, and digital access. This book provides a holistic framework for addressing the ethical complexities of the digital era. Through practical insights on the alignment of technological advancements with human rights and social responsibility, it guides academics, policymakers, and technology professionals seeking to navigate the ethical implications of digital technologies.

Business Development via AI and Digitalization

Business Development via AI and Digitalization PDF Author: Allam Hamdan
Publisher: Springer Nature
ISBN: 3031621069
Category :
Languages : en
Pages : 1112

Book Description


Human-Centered AI at Work: Common Ground in Theories and Methods

Human-Centered AI at Work: Common Ground in Theories and Methods PDF Author: Annette Kluge
Publisher: Frontiers Media SA
ISBN: 2832548407
Category : Science
Languages : en
Pages : 137

Book Description
Research can face artificial intelligence (AI) as an issue of technology development but also as an issue of enacted technology at work. Human-centered design of AI gives emphasis to the expertise and needs of human beings as a starting point of technology development or as an outcome of AI-based work settings. This is an important goal, as expressed, for example, by the international labor organization's call for a "human-centered agenda" for the future of AI and automation collaboration. This Research Topic raises the question of what human-centricity means, i.e. what are the criteria and indicators of human-centered AI and how can they be considered and implemented?

Oxford Handbook of Ethics of AI

Oxford Handbook of Ethics of AI PDF Author: Markus D. Dubber
Publisher: Oxford University Press
ISBN: 0190067411
Category : Law
Languages : en
Pages : 1000

Book Description
This volume tackles a quickly-evolving field of inquiry, mapping the existing discourse as part of a general attempt to place current developments in historical context; at the same time, breaking new ground in taking on novel subjects and pursuing fresh approaches. The term "A.I." is used to refer to a broad range of phenomena, from machine learning and data mining to artificial general intelligence. The recent advent of more sophisticated AI systems, which function with partial or full autonomy and are capable of tasks which require learning and 'intelligence', presents difficult ethical questions, and has drawn concerns from many quarters about individual and societal welfare, democratic decision-making, moral agency, and the prevention of harm. This work ranges from explorations of normative constraints on specific applications of machine learning algorithms today-in everyday medical practice, for instance-to reflections on the (potential) status of AI as a form of consciousness with attendant rights and duties and, more generally still, on the conceptual terms and frameworks necessarily to understand tasks requiring intelligence, whether "human" or "A.I."

Ethical Quandaries in Business Practices: Exploring Morality and Social Responsibility

Ethical Quandaries in Business Practices: Exploring Morality and Social Responsibility PDF Author: Roache, Darcia Ann Marie
Publisher: IGI Global
ISBN:
Category : Business & Economics
Languages : en
Pages : 775

Book Description
In today's fast-paced business environment, organizations face increasingly complex ethical challenges. From navigating cultural differences in global operations to balancing profit motives with social responsibility, businesses must make moral decisions that impact their stakeholders and the broader society. However, many need more frameworks and insights to address these challenges effectively, leading to ethical dilemmas that can harm their reputation and bottom line. Ethical Quandaries in Business Practices: Exploring Morality and Social Responsibility is a practical guide for organizations and individuals grappling with ethical decision-making. Delving into real-world case studies and offering theoretical perspectives equips readers with the tools to analyze ethical challenges in various business contexts. From understanding the ethical implications of marketing strategies to promoting ethical leadership and corporate governance, this book offers actionable insights to help businesses navigate complex ethical landscapes. It also addresses the growing demand from consumers, investors, and regulators for enterprises to prioritize social responsibility, providing strategies for integrating ethical practices into organizational culture.

Fintech Applications in Islamic Finance: AI, Machine Learning, and Blockchain Techniques

Fintech Applications in Islamic Finance: AI, Machine Learning, and Blockchain Techniques PDF Author: Irfan, Mohammad
Publisher: IGI Global
ISBN:
Category : Business & Economics
Languages : en
Pages : 352

Book Description
In the realm of Islamic finance, a pivotal challenge looms—the escalating complexity of investment decisions, macroeconomic analyses, and credit evaluations. In response, we present a groundbreaking solution that resonates with the rapidly evolving fintech era. Fintech Applications in Islamic Finance: AI, Machine Learning, and Blockchain Techniques offers a compelling repository of knowledge, meticulously curated by renowned editors Mohammad Irfan, Seifedine Kadry, Muhammad Sharif, and Habib Ullah Khan. Fintech Applications in Islamic Finance: AI, Machine Learning, and Blockchain Techniques is a call to action, an exploration of innovation, and a guide for both academia and industry. In an era where AI, ML, and blockchain reshape finance, this book stands as a beacon of knowledge, ushering Islamic finance into a realm of unprecedented efficiency and insight. As we invite readers to embark on this transformative journey, we illuminate the path to a future where technology and tradition converge harmoniously.