[HTML][HTML] Artificial intelligence, transparency, and public decision-making: Why explanations are key when trying to produce perceived legitimacy

K de Fine Licht, J de Fine Licht - AI & society, 2020 - Springer
The increasing use of Artificial Intelligence (AI) for making decisions in public affairs has
sparked a lively debate on the benefits and potential harms of self-learning technologies …

Artificial intelligence and transparency: opening the black box

T Wischmeyer - Regulating artificial intelligence, 2020 - Springer
The alleged opacity of AI has become a major political issue over the past few years.
Opening the black box, so it is argued, is indispensable to identify encroachments on user …

Transparency in algorithmic and human decision-making: is there a double standard?

J Zerilli, A Knott, J Maclaurin, C Gavaghan - Philosophy & Technology, 2019 - Springer
We are sceptical of concerns over the opacity of algorithmic decision tools. While
transparency and explainability are certainly important desiderata in algorithmic …

Cultivating trustworthy artificial intelligence in digital government

TM Harrison, LF Luna-Reyes - Social Science Computer …, 2022 - journals.sagepub.com
While there is growing consensus that the analytical and cognitive tools of artificial
intelligence (AI) have the potential to transform government in positive ways, it is also clear …

Accountability, transparency, and algorithms

N Diakopoulos - The Oxford handbook of ethics of AI, 2020 - books.google.com
Artificial intelligence and algorithmic decision-making (ADM) technologies are hidden
everywhere in today's modern society. They calculate credit scores, automatically update …

[PDF][PDF] Transparency in artificial intelligence

S Larsson, F Heintz - Internet policy review, 2020 - policyreview.info
This conceptual paper addresses the issues of transparency as linked to artificial
intelligence (AI) from socio-legal and computer scientific perspectives. Firstly, we discuss the …

Will algorithms blind people? The effect of explainable AI and decision-makers' experience on AI-supported decision-making in government

M Janssen, M Hartog, R Matheus… - Social Science …, 2022 - journals.sagepub.com
Computational artificial intelligence (AI) algorithms are increasingly used to support decision
making by governments. Yet algorithms often remain opaque to the decision makers and …

Artificial intelligence and the value of transparency

J Walmsley - AI & society, 2021 - Springer
Some recent developments in Artificial Intelligence—especially the use of machine learning
systems, trained on big data sets and deployed in socially significant and ethically weighty …

[HTML][HTML] The perils and pitfalls of explainable AI: Strategies for explaining algorithmic decision-making

H de Bruijn, M Warnier, M Janssen - Government information quarterly, 2022 - Elsevier
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 …

Against “democratizing AI”

J Himmelreich - AI & SOCIETY, 2023 - Springer
This paper argues against the call to democratize artificial intelligence (AI). Several authors
demand to reap purported benefits that rest in direct and broad participation: In the …