Socially Responsible Ai: Theories And Practices

The book introduces a unified perspective of Socially Responsible AI to bridge conceptual AI principles to responsible AI practice, discussing how to leverage advanced AI techniques to address societal issues. It serves as a resource for researchers, practitioners, and students to understand the problems and challenges of socially responsible AI and how their expertise can contribute to making AI socially responsible.

Format: Hardback
Length: 196 pages
Publication date: 05 June 2023
Publisher: World Scientific Publishing Co Pte Ltd

In the present era, the reliance on artificial intelligence (AI) technologies has surged, presenting both promising opportunities and significant risks. AI has the potential to propel us toward a future where humanity thrives, but it also carries the potential for oppression and calamity. As a result, researchers and organizations have been diligently working to establish principles and develop AI regulations to ensure the responsible and ethical use of AI in critical application domains.

While these theoretical frameworks and regulations hold immense value, they must be translated into actionable algorithms to materialize the benefits of AI for society. This book aims to bridge the gap between conceptual AI principles and responsible AI practice. It begins by providing a comprehensive definition of socially responsible AI and presenting the AI responsibility pyramid, which serves as a framework for understanding the various dimensions of AI responsibility.

Existing efforts to materialize the mainstream responsible AI principles are explored in detail. The book also delves into how advanced AI techniques, such as machine learning, natural language processing, and computer vision, can be leveraged to address pressing societal issues through the principles of Protecting, Informing, and Preventing.

Concluding the book, open problems and challenges related to socially responsible AI are discussed, highlighting the need for continued research and collaboration to address these complex issues. This book serves as a valuable resource for researchers, practitioners, and students interested in understanding the problems and challenges of socially responsible AI, as well as identifying how their areas of expertise can contribute to making AI socially responsible.

Weight: 428g
Dimension: 159 x 236 x 19 (mm)
ISBN-13: 9789811266621