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The artificial intelligence (AI) is changing the society and provoking deep questions associated with the ethics, fairness, accountability, and the sustainability. The socio-technical topic of the given paper is the usage of AI governance to ethical use, biasing and ethical machine learning practice. Data was collected using a combination of mixed methods that consisted of surveys (n = 153), interviews (n = 52), and case studies (AI practitioners, policymakers and NGOs). The results show that design, control mechanism, and anticipation of technologies is a viable AI governance. The study has practical suggestions that will guide policy makers and organizations to develop responsible, fairly, and sustainable AI systems.

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Socio-Technical Perspectives on AI Governance Addressing Ethics Fairness and Sustainable Machine Learning Practices

  • 会议论文

  • 发表日期：

    2026年

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  • Amol Ashok Chavan,
  • Dadarao N. Raut

摘要

The artificial intelligence (AI) is changing the society and provoking deep questions associated with the ethics, fairness, accountability, and the sustainability. The socio-technical topic of the given paper is the usage of AI governance to ethical use, biasing and ethical machine learning practice. Data was collected using a combination of mixed methods that consisted of surveys (n = 153), interviews (n = 52), and case studies (AI practitioners, policymakers and NGOs). The results show that design, control mechanism, and anticipation of technologies is a viable AI governance. The study has practical suggestions that will guide policy makers and organizations to develop responsible, fairly, and sustainable AI systems.