260 citations · 1k across the 13 of their papers we have counts for
6 papers · 1 filter
Conformity Assessments and Post-market Monitoring: A Guide to the Role of Auditing in the Proposed European AI Regulation
Jakob Mokander, Maria Axente, Federico Casolari +1
The proposed European Artificial Intelligence Act (AIA) is the first attempt to elaborate a general legal framework for AI carried out by any major global economy. As such, the AIA…
Ethics-Based Auditing of Automated Decision-Making Systems: Nature, Scope, and Limitations
Jakob Mokander, Jessica Morley, Mariarosaria Taddeo +1
Important decisions that impact human lives, livelihoods, and the natural environment are increasingly being automated. Delegating tasks to so-called automated decision-making syst…
Ethics-Based Auditing to Develop Trustworthy AI
Jakob Mokander, Luciano Floridi
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 con…
Towards a framework for evaluating the safety, acceptability and efficacy of AI systems for health: an initial synthesis
Jessica Morley, Caroline Morton, Kassandra Karpathakis +2
The potential presented by Artificial Intelligence (AI) for healthcare has long been recognised by the technical community. More recently, this potential has been recognised by pol…
Local Explanations via Necessity and Sufficiency: Unifying Theory and Practice
David Watson, Limor Gultchin, Ankur Taly +1
Necessity and sufficiency are the building blocks of all successful explanations. Yet despite their importance, these notions have been conceptually underdeveloped and inconsistent…
Ethics as a service: a pragmatic operationalisation of AI Ethics
Jessica Morley, Anat Elhalal, Francesca Garcia +3
As the range of potential uses for Artificial Intelligence (AI), in particular machine learning (ML), has increased, so has awareness of the associated ethical issues. This increas…