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AI Law and Regulation

The Dark Sides of Artificial Intelligence: An Integrated AI Governance Framework for Public Administration

Wirtz, Weyerer & Sturm (2020)

Category
Risk Domain

Inadequate regulatory frameworks and oversight mechanisms that fail to keep pace with AI development, leading to ineffective governance and the inability to manage AI risks appropriately.

"This area strongly focuses on the control of AI by means of mechanisms like laws, standards or norms that are already established for different technological applications. Here, there are some challenges special to AI that need to be addressed in the near future, including the governance of autonomous intelligence systems, responsibility and accountability for algorithms as well as privacy and data security."(p. 820)

Sub-categories (3)

Governance of autonomous intelligence systems

"Governance of autonomous intelligence systemaddresses the question of how to control autonomous systems in general. Since nowadays it is very difficult to conceive automated decisions based on AI, the latter is often referred to as a ‘black box’ (Bleicher, 2017). This black box may take unforeseeable actions and cause harm to humanity."

6.5 Governance failure
OtherOtherPost-deployment

Responsibility and accountability

"The challenge of responsibility and accountability is an important concept for the process of governance and regulation. It addresses the question of who is to be held legally responsible for the actions and decisions of AI algorithms. Although humans operate AI systems, questions of legal responsibility and liability arise. Due to the self-learning ability of AI algorithms, the operators or developers cannot predict all actions and results. Therefore, a careful assessment of the actors and a regulation for transparent and explainable AI systems is necessary (Helbing et al., 2017; Wachter et al., 2017)"

6.5 Governance failure
OtherOtherOther

Privacy and safety

"Privacy and safety deals with the challenge of protecting the human right for privacy and the necessary steps to secure individual data from unauthorized external access. Many organizations employ AI technology to gather data without any notice or consent from affected citizens (Coles, 2018)."

4.1 Disinformation, surveillance, and influence at scale
HumanIntentionalOther

Other risks from Wirtz, Weyerer & Sturm (2020) (11)