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 …
[HTML][HTML] Connecting the dots in trustworthy Artificial Intelligence: From AI principles, ethics, and key requirements to responsible AI systems and regulation
Abstract Trustworthy Artificial Intelligence (AI) is based on seven technical requirements
sustained over three main pillars that should be met throughout the system's entire life cycle …
sustained over three main pillars that should be met throughout the system's entire life cycle …
Auditing large language models: a three-layered approach
Large language models (LLMs) represent a major advance in artificial intelligence (AI)
research. However, the widespread use of LLMs is also coupled with significant ethical and …
research. However, the widespread use of LLMs is also coupled with significant ethical and …
Trustworthy artificial intelligence and the European Union AI act: On the conflation of trustworthiness and acceptability of risk
In its AI Act, the European Union chose to understand trustworthiness of AI in terms of the
acceptability of its risks. Based on a narrative systematic literature review on institutional …
acceptability of its risks. Based on a narrative systematic literature review on institutional …
The US Algorithmic Accountability Act of 2022 vs. The EU Artificial Intelligence Act: what can they learn from each other?
On the whole, the US Algorithmic Accountability Act of 2022 (US AAA) is a pragmatic
approach to balancing the benefits and risks of automated decision systems. Yet there is still …
approach to balancing the benefits and risks of automated decision systems. Yet there is still …
The European legislation on AI: A brief analysis of its philosophical approach
L Floridi - Philosophy & Technology, 2021 - Springer
Some European legislation on artificial intelligence (AI) had been expected at least since 16
July 2019. On that date, Ursula von der Leyen had pledged that, within 100 days of her …
July 2019. On that date, Ursula von der Leyen had pledged that, within 100 days of her …
CapAI-A procedure for conducting conformity assessment of AI systems in line with the EU artificial intelligence act
We have developed capAI, a conformity assessment procedure for AI systems, to provide an
independent, comparable, quantifiable, and accountable assessment of AI systems that …
independent, comparable, quantifiable, and accountable assessment of AI systems that …
Operationalising AI governance through ethics-based auditing: an industry case study
J Mökander, L Floridi - AI and Ethics, 2023 - Springer
Ethics-based auditing (EBA) is a structured process whereby an entity's past or present
behaviour is assessed for consistency with moral principles or norms. Recently, EBA has …
behaviour is assessed for consistency with moral principles or norms. Recently, EBA has …
Ai regulation is (not) all you need
The development of processes and tools for ethical, trustworthy, and legal AI is only
beginning. At the same time, legal requirements are emerging in various jurisdictions …
beginning. At the same time, legal requirements are emerging in various jurisdictions …
Auditing of AI: Legal, ethical and technical approaches
J Mökander - Digital Society, 2023 - Springer
AI auditing is a rapidly growing field of research and practice. This review article, which
doubles as an editorial to Digital Society's topical collection on 'Auditing of AI', provides an …
doubles as an editorial to Digital Society's topical collection on 'Auditing of AI', provides an …