Controllable AI-An Alternative to Trustworthiness in Complex AI Systems?

P Kieseberg, E Weippl, AM Tjoa, F Cabitza… - … -Domain Conference for …, 2023 - Springer
The release of ChatGPT to the general public has sparked discussions about the dangers of
artificial intelligence (AI) among the public. The European Commission's draft of the AI Act …

How should AI decisions be explained? Requirements for Explanations from the Perspective of European Law

B Fresz, E Dubovitskaya, D Brajovic… - Proceedings of the …, 2024 - ojs.aaai.org
This paper investigates the relationship between law and eXplainable Artificial Intelligence
(XAI). While there is much discussion about the AI Act, which was adopted by the European …

Impact of example-based XAI for neural networks on trust, understanding, and performance

M Perlmutter, R Gifford, S Krening - International Journal of Human …, 2024 - Elsevier
The purpose of this study is to examine the impact of an example-based explainable artificial
intelligence (XAI) interface on trust, understanding, and performance in highly-technical …

Minding the Gap: Tools for Trust Engineering of Artificial Intelligence

SL Dorton, JC Stanley - Ergonomics in Design, 2024 - journals.sagepub.com
There is growing consensus and appreciation for the importance of trust in the development
of Artificial Intelligence (AI) technologies; however, there is a reliance on principles-based …

A mixed-methods investigation of clinician attitudes towards explainable AI in medical decision making

MA ORLOWSKA - 2023 - unitesi.unipv.it
Abstract in italiano This study explores human-XAI (Explainable Artificial Intelligence)
collaboration in the medical setting, focusing on clinicians' perceptions and preferences. Ten …

Artificial Intelligence in the Politics of the EU and China

NV Litvak, NB Pomozova - Sovremennaâ Evropa, 2024 - journals.rcsi.science
The article analyzed different concepts of the regulation of the artificial intelligence in the
context of the competition between EU and China. In just the last few years artificial …

Christina Klüver1, Anneliesa Greisbach1

M Kindermann, B Püttmann - sands.edpsciences.org
The requirements for ensuring functional safety have always been very high. Modern safety-
related systems are becoming increasingly complex, making also the safety integrity …

[PDF][PDF] Credit scoring and transparency between the AI Act and the Court of Justice of the European Union

E Falletti, C Gallese - 2023 - ceur-ws.org
Credit scoring software has become firmly established in the banking sector as a means to
mitigate defaults and non-performing loans. These software systems pose significant …

Human‐centered explainable artificial intelligence: An Annual Review of Information Science and Technology (ARIST) paper

M Ridley - Journal of the Association for Information Science …, 2012 - Wiley Online Library
Explainability is central to trust and accountability in artificial intelligence (AI) applications.
The field of human‐centered explainable AI (HCXAI) arose as a response to mainstream …