With automation of routine decisions coupled with more intricate and complex information architecture operating this automation, concerns are increasing about the trustworthiness of these systems. These concerns are exacerbated by a class of artificial intelligence that uses deep learning, an algorithmic system of deep neural networks, which on the whole remain opaque or hidden from human comprehension. This situation is commonly referred to as the black box problem in AI. Without understanding how AI reaches its conclusions, it is an open (...) question to what extent we can trust these systems. The question of trust becomes more urgent as we delegate more and more decision-making to and increasingly rely on AI to safeguard significant human goods, such as security, healthcare, and safety. Models that “open the black box” by making the non-linear and complex decision process understandable by human observers are promising solutions to the black box problem in AI but are limited, at least in their current state, in their ability to make these processes less opaque to most observers. A philosophical analysis of trust will show why transparency is a necessary condition for trust and eventually for judging AI to be trustworthy. A more fruitful route for establishing trust in AI is to acknowledge that AI is situated within a socio-technical system that mediates trust, and by increasing the trustworthiness of these systems, we thereby increase trust in AI. (shrink)

Integrity not only is a central concept within virtue ethics and a subject of considerable debate among philosophers regarding its nature and relation to other virtues, but also is important for our understanding of what it means to possess a constituted and coherent self. Much of the literature on integrity is focused on relationships among moral principles and virtues, while less attention is paid to any relationship that integrity might have to practical agency or personal identity. In maintaining this focus, (...) philosophers fail to appreciate the special relation integrity has to the constitution of a coherent self. Central to integrity are considerations about self-identity and agency because it is through ongoing and deliberate activities that reflect the type of person with which she wishes to identify that a person constitutes self-identity and agency in a coherent manner. Once the relationship between integrity and a coherent self is properly understood, it becomes clear that the moral content of integrity is relatively thin and that the approbation usually associated with a person of integrity stems not from judgments about convictions or principles, but from the relationship between actions and commitments. (shrink)

An important issue within the field of global ethics is the extent or scope of moral obligation or duties. Cosmopolitanism argues that we have duties to all human beings by virtue of some common property. Communitarian ethics argue that one’s scope of obligation is circumscribed by one’s community or some other defining property. Public virtues, understood to be either a property that communities possess to function well or a moral excellence constitutive of that community, offer an interesting challenge to this (...) binary by positing moral goods or excellences that are constitutive of a community yet global in application. Virtues such as tolerance, charity, moderation, or benevolence might be examples of such goods or excellences endorsed by a community but applied to individuals who are not members of the community, or, as in the case of environmental ethics, even to entities that are not moral agents. Unlike cosmopolitan ethics, the scope of the obligation does not depend on identifying universal properties, such as rationality, human dignity, or utility, but could be defined entirely by and within a community. (shrink)

Book Review of The Cosmopolitan Tradition: A Noble but Flawed Ideal. By Nussbaum Martha C..