Despite the rising popularity of saliency-based explanations, the research community
remains at an impasse, facing doubts concerning their purpose, efficacy, and tendency to …

Normative notions have played a role in AI since its inception. The concept of intelligence is
a normatively loaded notion. If every action counted as intelligent, AI would be very easy. But …

Explainable artificial intelligence techniques are developed at breakneck speed, but suitable
evaluation approaches lag behind. With explainers becoming increasingly complex and a …

As highly intelligent autonomous robots are gradually introduced into the home and
workplace, ensuring public safety becomes extremely important. Given that such machines …

Abstract Machine ethics has been proposed as a new discipline at the intersection of ethics
and computer science, aimed at investigating computational models of ethical principles to …

Explainable AI (XAI) is paramount in industry-grade AI; however existing methods fail to
address this necessity, in part due to a lack of standardisation of explainability methods. The …

The discipline of Machines Ethics, whose mandate is to create artificial moral agents
(AMAs), is gaining momentum. Although it is often asked whether a given moral framework …

The world has been evolving with new technologies and advances day-by-day. With the
advent of various learning technologies in every field, the research community is able to …

This paper is a summary and evaluation of work presented at the AAAI 2005 Fall
Symposium on Machine Ethics that brought together participants from the fields of Computer …