[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 …
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 …
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?
We are sceptical of concerns over the opacity of algorithmic decision tools. While
transparency and explainability are certainly important desiderata in algorithmic …
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 …
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 …
everywhere in today's modern society. They calculate credit scores, automatically update …
[PDF][PDF] Transparency in artificial intelligence
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 …
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
Computational artificial intelligence (AI) algorithms are increasingly used to support decision
making by governments. Yet algorithms often remain opaque to the decision makers and …
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 …
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
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 …
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 …
demand to reap purported benefits that rest in direct and broad participation: In the …