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..

What does it mean to consider the world of AI through a Christian lens? Rapid developments in AI continue to reshape society, raising new ethical questions and challenging our understanding of the human person. Encountering Artificial Intelligence draws on Pope Francis’ discussion of a culture of encounter and broader themes in Catholic social thought in order to examine how current AI applications affect human relationships in various social spheres and offers concrete recommendations for better implementation. The document also explores questions (...) regarding personhood, consciousness, and the kinds of relationships humans might have with even the most advanced AI. Through these discussions, this book investigates the theoretical and practical challenges to interpersonal encounter raised by the age of AI. (AI Research Group for the Centre for Digital Culture of the Dicastery of Culture and Education of the Holy See). (shrink)

The aim of this paper is to offer a new biological interpretation of Fisher’s ‘Fundamental Theorem of Natural Selection’ and from this to consider optimality properties of gene frequency changes. These matters are of continuing interest to biologists and philosophers alike. In particular, the extent to which biological evolution can be calculated from the ‘gene’s-eye’ point of view is also discussed. In this sense, the paper bears indirectly on the concepts of the unit of selection and of the ‘selfish gene’. (...) A new biological significance for the Fundamental Theorem, not previously found in the literature, is offered, together with an optimality principle connected with this theorem. (shrink)

This paper is a commentary on the focal article by Grafen and on earlier papers of his on which many of the results of this focal paper depend. Thus it is in effect a commentary on the “formal Darwinian project”, the focus of this sequence of papers. Several problems with this sequence are raised and discussed. The first of these concerns fitness maximization. It is often claimed in these papers that natural selection leads to a maximization of fitness and that (...) this view is claimed in Fisher’s “fundamental theorem of natural selection”. These claims are refuted, and various incorrect statements about the meaning and interpretation of the fundamental theorem of natural selection, in this sequence and in other papers by other authors, are discussed. Next, much of the work in this sequence rests on the first Price equation. In the deterministic (infinite population) case this equation is no more than the standard classical equation relating to changes in gene frequencies. In the stochastic case the equation gives the change in gene frequencies as the sum of two terms (the second of which vanishes in the deterministic case). These two terms are of essentially equal importance in the situation considered in the focal article, yet one of Grafen’s results ignores the second term in the stochastic analysis. This is associated with a wavering between deterministic and stochastic analyses and the use of the Price fitness concept and the classical fitness concept. These comments cast doubts on Grafen’s optimization theory. (shrink)

This book examines the use, principally in economics, of the concept of the invisible hand, centering on Adam Smith. It interprets the concept as ideology, knowledge, and a linguistic phenomenon. It shows how the principal Chicago School interpretation misperceives and distorts what Smith believed on the economic role of government. The essays further show how Smith was silent as to his intended meaning, using the term to set minds at rest; how the claim that the invisible hand is the foundational (...) concept of economics is repudiated by numerous leading economic theorists; that several dozen identities given the invisible hand renders the term ambiguous and inconclusive; that no such thing as an invisible hand exists; and that calling something an invisible hand adds nothing to knowledge. Finally, the essays show that the leading doctrines purporting to claim an invisible hand for the case for capitalism cannot invoke the term but that other nonnormative invisible hand processes are still useful tools. (shrink)

There is no such thing as the future of Man. Or, rather, there is only one circumstance in which that phrase has any real meaning, that circumstance being the complete eradication of all humans at more or less the same time or as a result of one event—such as a large enough asteroid strike, a widespread major volcanic episode, or a massive nuclear exchange. Barring such an event, however, different groups of humans, even different groups within individual societies, have different (...) futures. Even if we try to think about the future of the human species in the abstract, there are many different futures that can be conceived, and even these different conceptions do not exhaust the topic, for our thinking about our future and our knowledge are linked—our knowledge shapes our thinking about our futures, and the ideas we have about our futures help direct the knowledge that we set out to gain—which then shapes the new thoughts we have about our futures, which are always unfolding before us. (shrink)

Robert Higgs's Crisis and Leviathan argues that there is a ratchet effect both after major wars and other serious crises, such as depressions: attitudinal or ideological changes lead not only to greater government spending but greater intrusion of government into economic command and control. Higgs's explanation of the growth of government, however, is embedded in and driven by a particular ideological view of the legal‐economic world, one that misapprehends certain legal‐economic fundamentals, including the scope of economic command and control, and (...) that fails to deal with certain interpretive complexities, including alternative explanations. (shrink)

This text looks at the potential benefits of concept and theory formation along dynamic, evolutionary and valuation for understanding economic processes.

Providing another key contribution to the immensely popular field of law and economics, this book, written by the doyen of the history of economic thought in the US, explores the dynamic relationship between economics, law and polity. Combining a selection of old and new essays by Warren J. Samuels that chart a number of key themes, it provides an important commentary on the development of an academic field and demonstrates how policy is structured and manipulated by human social construction. (...) The areas covered include: the role of manufactured belief power the nature and sources of rights the construction of markets by firms and governments and the problem of continuity and change in the form of the question of the selectively defined status quo and its status the absolutist character of government, rights, markets and legal principles and the accepted ideational structure of law. The Legal-Economic Nexus is an essential read both economists and legal professionals as well as those researching the history of economic thought and the social construction of law. (shrink)

Providing another key contribution to the immensely popular field of law and economics, this book, written by the doyen of the history of economic thought in the US, explores the dynamic relationship between economics, law and polity. Combining a selection of old and new essays by Warren J. Samuels that chart a number of key themes, it provides an important commentary on the development of an academic field and demonstrates how policy is structured and manipulated by human social construction. (...) The areas covered include: the role of manufactured belief power the nature and sources of rights the construction of markets by firms and governments and the problem of continuity and change in the form of the question of the selectively defined _status quo_ and its status the absolutist character of government, rights, markets and legal principles and the accepted ideational structure of law. _The Legal-Economic Nexus_ is an essential read both economists and legal professionals as well as those researching the history of economic thought and the social construction of law. (shrink)

Productivity and exploitation theories of distribution are identified as alternative discursive systems. Both are shown to have analytic and interpretive strengths but also to be relative vis-á-vis the bases by which conclusions in terms of exploitation and productivity, respectively, are reached and stated. A third, nonideological (and therefore less emotionally satisfying) alternative mode of discourse is suggested: appropriation theory, focussing on power and inequality but without normative judgment. The work of Max Weber is used to illustrate appropriation theory.

The Pareto principle is in fact the fundamental concept of welfare economics. However, it has serious analytical and heuristic limits, is selective and conservative in nature and use, and is heavily normative notwithstanding the pretensions by advocates of its positive character.

Robert Higgs misunderstands me as suggesting that there is, in all societies, a mathematically constant level of coercion. My argument is that society and economy are fundamentally structures of coercion and governance, with selective perception being employed to choose which interests government will coercively protect. As a result coercion is ubiquitous?ideological preconceptions and material preferences to the contrary notwithstanding. Libertarianism consists of attractive sentiments but sentiments nonetheless. Higgs is participating in the process of determining the uses of government, not in (...) its minimization; a valuable process but not the latter one. (shrink)

Markets are not given, transcendent and commanding. Markets are socially constructed, a function of interaction among both institutions normally seen as within the market and institutions of social control. The conventional theories of the firm, by Gardiner C. Means, Ronald Coase and others, do not go far enough when they are used as theories of the market. Markets are a function of the activities of firms to establish market structures of their own liking and of the impact of a wide (...) variety of government regulatory activities. Even law not deemed regulatory has impact on the existence, domain, character and structure of markets; moreover law is profoundly influenced by nominally private-sector activities brought to bear on and through government in the legal-economic nexus.Les marchés ne sont pas donnés, transcendents, ni dominants. Ils sont socialement construits. Ils sont le résultat d’interactions à la fois entre les institutions généralement perçues comme étant à l’intérieur du marché et les institutions de réglementation. Les théories conventionnelles de l’entreprise de Gardner C. Means, Ronald Coase, et des autres, ne sont pas assez abouties pour être utilisées en tant que théories du marché. Les marchés sont fonction des activités des entreprises qui établissent des structures de marché selon leurs propres préférences mais ils sont aussi fonction d’une grande variété d’activités de réglementation. Même le droit qui n’est pas réglementaire a une influence sur l’existence, le domaine, la nature, et la structure des marchés; de plus le droit dépend des activités du secteur privé qui exercent une influence sur, et à travers le gouvernement dans la sphère économico-juridique. (shrink)