Ethics-based auditing of automated decision-making systems: Nature, scope, and limitations
Important decisions that impact humans lives, livelihoods, and the natural environment are
increasingly being automated. Delegating tasks to so-called automated decision-making …
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 …
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 …
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
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 …
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 …
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 …
auditing literature and the knowledge contributions to the stakeholders of AI auditing. We …
The ethical implications of using artificial intelligence in auditing
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 …
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 …
driving vehicles to advanced medical diagnostics and afford many benefits. However, there …
Reviewable automated decision-making: A framework for accountable algorithmic systems
This paper introduces reviewability as a framework for improving the accountability of
automated and algorithmic decisionmaking (ADM) involving machine learning. We draw on …
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 …
acceptance through ignorance constitute instances of imperfect delegation when tasks are …