Risk Assessment

Beyond Data Human Rights, Ethical and Social Impact Assessment in AI

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Author: Alessandro Mantelero; Publisher: Open Access; Publication Year: 2022. The following section of this book focuses on the impact of artificial intelligence (AI) on individuals and society from a legal perspective, providing a comprehensive risk-based methodological framework to address it. Building on the limitations of data protection in dealing with the challenges of AI, the author proposes an integrated approach to risk…

Ethical OS: A Guide to Anticipating the Future Impact of Today’s Technology

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Author: N/A; Publisher: Tech and Society Solutions Lab; Publication Year: 2018. The following guide anticipates the long-term social impact and unexpected uses of the tech created today. This guide is to help creators anticipate risks of their algorithms and models. It can help facilitate better product development, faster deployment, and more impactful innovations. The guide describes 8 emerging risk zones and checklists for each…

The Health Pulse: AI and Bias in Healthcare

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Author: Hiwot Tesfaye, Greg; Publisher: SAS; Publication Year: 2022. The following podcast episode discusses how algorithms in healthcare are often used for accessing risk. Pitfalls come from not understanding how the healthcare system has worked historically and how different populations interact with healthcare systems. Accuracy of algorithms at a global level and the individual subpopulation level is discussed as well. It is…