Ethics-based auditing of automated decision-making systems: Nature, scope, and limitations

J Mökander, J Morley, M Taddeo, L Floridi - Science and Engineering …, 2021 - Springer
Important decisions that impact humans lives, livelihoods, and the natural environment are
increasingly being automated. Delegating tasks to so-called automated decision-making …

Ethics-based auditing of automated decision-making systems: intervention points and policy implications

J Mökander, M Axente - AI & SOCIETY, 2023 - Springer
Organisations increasingly use automated decision-making systems (ADMS) to inform
decisions that affect humans and their environment. While the use of ADMS can improve the …

Ethics-based auditing to develop trustworthy AI

J Mökander, L Floridi - Minds and Machines, 2021 - Springer
A series of recent developments points towards auditing as a promising mechanism to
bridge the gap between principles and practice in AI ethics. Building on ongoing discussions …

Closing the AI accountability gap: Defining an end-to-end framework for internal algorithmic auditing

ID Raji, A Smart, RN White, M Mitchell… - Proceedings of the …, 2020 - dl.acm.org
Rising concern for the societal implications of artificial intelligence systems has inspired a
wave of academic and journalistic literature in which deployed systems are audited for harm …

Ethical assurance: a practical approach to the responsible design, development, and deployment of data-driven technologies

C Burr, D Leslie - AI and Ethics, 2023 - Springer
This article offers several contributions to the interdisciplinary project of responsible
research and innovation in data science and AI. First, it provides a critical analysis of current …

Ethics-based AI auditing: A systematic literature review on conceptualizations of ethical principles and knowledge contributions to stakeholders

J Laine, M Minkkinen, M Mäntymäki - Information & Management, 2024 - Elsevier
This systematic literature review synthesizes the conceptualizations of ethical principles in AI
auditing literature and the knowledge contributions to the stakeholders of AI auditing. We …

The ethical implications of using artificial intelligence in auditing

I Munoko, HL Brown-Liburd, M Vasarhelyi - Journal of business ethics, 2020 - Springer
Accounting firms are reporting the use of Artificial Intelligence (AI) in their auditing and
advisory functions, citing benefits such as time savings, faster data analysis, increased …

Governing AI safety through independent audits

G Falco, B Shneiderman, J Badger, R Carrier… - Nature Machine …, 2021 - nature.com
Highly automated systems are becoming omnipresent. They range in function from self-
driving vehicles to advanced medical diagnostics and afford many benefits. However, there …

Reviewable automated decision-making: A framework for accountable algorithmic systems

J Cobbe, MSA Lee, J Singh - Proceedings of the 2021 ACM conference …, 2021 - dl.acm.org
This paper introduces reviewability as a framework for improving the accountability of
automated and algorithmic decisionmaking (ADM) involving machine learning. We draw on …

Towards accountability in the use of artificial intelligence for public administrations

M Loi, M Spielkamp - Proceedings of the 2021 AAAI/ACM Conference …, 2021 - dl.acm.org
We argue that the phenomena of distributed responsibility, induced acceptance, and
acceptance through ignorance constitute instances of imperfect delegation when tasks are …