Government Information Quarterly • Vol 39 • No 2
The perils and pitfalls of explainable AI: Strategies for explaining algorithmic decision-making
December 2021 • Hans de Bruijn, Martijn Warnier, Marijn Janssen
Governments look at explainable artificial intelligence's (XAI) potential to tackle the criticisms of the opaqueness of algorithmic decision-making with AI. Although XAI is appealing as a solution for automated decisions, the wicked nature of the challenges governments face complicates the use of XAI. Wickedness means that the facts that define a problem are ambiguous and that there is no consensus on the normative criteria for solving this problem. In such a situation, the use of algorithms can result in distrust…