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The challenge of responsible AI

In: Artificial Intelligence for Sustainable Value Creation

Author

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  • Christine Balagué

Abstract

The dichotomic vision of artificial intelligence, which emerged during the last years, underlines both the benefits of machine learning in innovation and the negative consequences of AI on organizations and more globally on society. After an historical contextualization of digital transformation, this chapter first provides an understanding of the potential negative impacts of AI, second presents the concept of ethics and its application to AI systems, third describes different initiatives to tackle the issue of negative consequences of AI. It also illustrates the theoretical aspects of ethics in AI by analyzing current technologies presented at CES 2020 in Las Vegas. Finally, the chapter provides guidelines for managers to address the issue of ethics in AI, including metrics for corporate social responsibility.

Suggested Citation

  • Christine Balagué, 2021. "The challenge of responsible AI," Chapters, in: Margherita Pagani & Renaud Champion (ed.), Artificial Intelligence for Sustainable Value Creation, chapter 5, pages 99-121, Edward Elgar Publishing.
    • Handle: RePEc:elg:eechap:19629_5
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