Statistical criteria of fairness are formal measures of how an algorithm performs that aim to help us determine whether an algorithm would be fair to use in decision-making. In this paper, I introduce a new version of the criterion known as “Equalized Odds,” argue that it is a requirement of procedural fairness, and show that it is immune to a number of objections to the standard version.

The ongoing explosion of interest in artificial intelligence is fueled in part by recently developed techniques in machine learning. Those techniques allow automated systems to process huge amounts of data, utilizing mathematical methods that depart from traditional statistical approaches, and resulting in impressive advancements in our ability to make predictions and uncover correlations across a host of interesting domains. But as is now widely discussed, the way that those systems arrive at their outputs is often opaque, even to the experts (...) who design and deploy them. Is it morally problematic to make use of opaque automated methods when making high-stakes decisions, like whether to issue a loan to an applicant, or whether to approve a parole request? Many scholars answer in the affirmative. However, there is no widely accepted explanation for why transparent systems are morally preferable to opaque systems. We argue that the use of automated decision-making systems sometimes violates duties of consideration that are owed by decision-makers to decision-subjects, duties that are both epistemic and practical in character. Violations of that kind generate a weighty consideration against the use of opaque decision systems. In the course of defending our approach, we show that it is able to address three major challenges sometimes leveled against attempts to defend the moral import of transparency in automated decision-making. (shrink)

In the human quest for meaning, work occupies a central position. Most adults spend the majority of their waking hours at work, which often serves as a primary source of purpose, belongingness, and identity. In light of these benefits to employees and their organizations, organizational scholars are increasingly interested in understanding the factors that contribute to meaningful work, such as the design of jobs, interpersonal relationships, and organizational missions and cultures. In a separate line of inquiry, scholars of business ethics (...) have examined meaningful work as a moral issue concerning the management of others and ourselves, exploring whether there are definable characteristics of meaningful work to which we have moral rights, and whether there are moral duties to ourselves and others to fulfill those rights. In this article, we examine contemporary developments in both disciplines about the nature, causes, and consequences of meaningful work; we explore linkages between these disciplines; and we offer conclusions and research opportunities regarding the interface of ethical and organizational perspectives on performing and providing meaningful work. (shrink)

Conferring legal personhood on purely synthetic entities is a very real legal possibility, one under consideration presently by the European Union. We show here that such legislative action would be morally unnecessary and legally troublesome. While AI legal personhood may have some emotional or economic appeal, so do many superficially desirable hazards against which the law protects us. We review the utility and history of legal fictions of personhood, discussing salient precedents where such fictions resulted in abuse or incoherence. We (...) conclude that difficulties in holding “electronic persons” accountable when they violate the rights of others outweigh the highly precarious moral interests that AI legal personhood might protect. (shrink)

The primary objective of this study is to provide a description of the major ideas about void space within and beyond the world that were formulated between the fourteenth and early eighteenth centuries. The second part of the book - on infinite, extracosmic void space - is of special significance. The significance of Professor Grant's account is twofold: it provides the first comprehensive and detailed description of the scholastic Aristotelian arguments for and against the existence of void space; and it (...) presents (again for the first time) an analysis of the possible influence of scholastic ideas and arguments on the interpretations of space proposed by the nonscholastic authors who made the Scientific Revolution possible. The concluding chapter of the book is unique in not only describing the conceptualizations of space proposed by the makers of the Scientific Revolution, but in assessing the role of readily available scholastic ideas on the conception of space adopted for the Newtonian world. (shrink)

Preface to paperback edition -- Why Schelling? why naturephilosophy? -- The powers due to becoming: the reemergence of platonic physics in the genetic philosophy -- Antiphysics and neo-Fichteanism -- The natural history of the unthinged -- "What thinks in me is what is outside me". phenomenality, physics and the idea -- Dynamic philosophy, transcendental physics -- Conclusion: transcendental geology.

The traditional doctrine of God's universal causality holds that God directly causes all entities distinct from himself, including all creaturely actions. But can our actions be free in the strong, libertarian sense if they are directly caused by God? W. Matthews Grant argues that free creaturely acts have dual sources, God and the free creaturely agent, and are ultimately up to both in a way that leaves all the standard conditions for libertarian freedom satisfied. Offering a comprehensive alternative to existing (...) approaches for combining theism and libertarian freedom, he proposes new solutions for reconciling libertarian freedom with robust accounts of God's providence, grace, and predestination. He also addresses the problem of moral evil without the commonly employed Free Will Defense. Written for analytic philosophers and theologians, Grant's approach can be characterized as “neo-scholastic” as well as “analytic,” since many of the positions defended are inspired by, consonant with, and develop resources drawn from the scholastic tradition, especially Aquinas. (shrink)

Experientialism in aesthetics is the view that the artistic merit or the aesthetic value of something is determined by the final value of certain experiences of it. These are usually specified as experiences of it with understanding and appreciation. Until recently, experientialism was the dominant view. Not anymore. Experientialists are now subject to a barrage of objections, many of which they have not answered. Here I argue that all of these objections fail. I develop a new form of experientialism that (...) is immune to them. It also has an independent rationale. It incorporates an account of the value of art appreciation that is plausible in its own right. And it endorses many of the core insights of anti-experientialists, especially concerning the final value of good art. Those of us unconvinced by experientialism need to take this form of it seriously. I conclude by identifying some genuine problems it faces. Even these aren’t clearly insoluble. (shrink)

The compelling, widely-accepted Satisfaction-is-Truth Principle says that if S wants p, then S has a desire that's satisfied in exactly the worlds where p is true. We reject the Principle; an agent may want p without having a desire that's satisfied when p obtains in any old way. Other theorists who reject the Principle rely on contested intuitions about when agents get what they want. We instead appeal to—and shed new light on—the dispositional role of desire.

Readers of this book are sure to view the ethics of incentives in a new light.

Little attention has been paid to the importance of social media in the corporate social responsibility (CSR) literature. This deficit is redressed in the present paper through utilizing the notion of ‘citizenship arenas’ to identify three dynamics in social media-augmented corporate–society relations. First, we note that social media-augmented ‘corporate arenas of citizenship’ are constructed by individual corporations in an effort to address CSR issues of specific importance thereto, and are populated by individual citizens as well as (functional/formally organized) stakeholders. Second, (...) we highlight that, within social media-augmented ‘public arenas of citizenship’, individual citizens are empowered, relative to corporations and their (functional/formally organized) stakeholders, when it comes to creating, debating, and publicizing, CSR-relevant issues. Third, we posit that information and communication technology corporations possess specific, and potentially very important, capacities, when it comes to creating, or helping construct, public arenas of citizenship from within which individual citizens can influence their broader political–economic environment. Following this, we discuss how social media can contribute to ‘dysfunctions’ as well as ‘progressions’ in corporate–society relations, and conclude with a number of suggestions for future research. (shrink)

There is considerable confusion regarding the ethical appropriateness of using incentives in research with human subjects. Previous work on determining whether incentives are unethical considers them as a form of undue influence or coercive offer. We understand the ethical issue of undue influence as an issue, not of coercion, but of corruption of judgment. By doing so we find that, for the most part, the use of incentives to recruit and retain research subjects is innocuous. But there are some instances (...) where it is not. Specifically, incentives become problematic when conjoined with the following factors, singly or in combination with one another: where the subject is in a dependency relationship with the researcher, where the risks are particularly high, where the research is degrading, where the participant will only consent if the incentive is relatively large because the participant's aversion to the study is strong, and where the aversion is a principled one. The factors we have identified and the kinds of judgments they require differ substantially from those considered crucial in most previous discussions of the ethics of employing incentives in research with human subjects. (shrink)

Questioning the usual judgements of political ethics, Ruth W. Grant argues that hypocrisy can actually be constructive while strictly principled behavior can be destructive. _Hypocrisy and Integrity_ offers a new conceptual framework that clarifies the differences between idealism and fanaticism while it uncovers the moral limits of compromise. "Exciting and provocative.... Grant's work is to be highly recommended, offering a fresh reading of Rousseau and Machiavelli as well as presenting a penetrating analysis of hypocrisy and integrity."—Ronald J. Terchek, _American Political (...) Science Review_ "A great refreshment.... With liberalism's best interests at heart, Grant seeks to make available a better understanding of the limits of reason in politics."—Peter Berkowitz, _New Republic_. (shrink)

Global challenge-led research seeks to contribute to solution-generation for complex problems. Multicultural, multidisciplinary, and multisectoral teams must be capable of operating in highly demanding contexts. This brings with it a swathe of ethical conflicts that require quick and effective solutions that respect both international conventions and cultural diversity. The objective of this article is to describe the process of creating a toolkit designed to support global researchers in navigating these ethical challenges. The process of creating the toolkit embodied the model (...) of ethical research practice that it advocates. Specifically, at the heart of ethical decision-making is consideration of the following: Place, solutions must be relevant to the context in which they are to be used; People, those impacted by the outcomes must be partners in co-creation; Principles, ethical projects must be guided by clear values; and Precedent, the existing evidence-base should guide the project and, in turn, the project should extend the evidence-base. It is the thesis underlying the toolkit that consideration of these 4Ps provides a strong basis for understanding ethical conflicts and allows for the generation of potential solutions. This toolkit has been designed in two phases of collaborative work. More than 200 researchers participated from more than 30 countries and more than 60 different disciplines. This allowed us to develop a model for contextual, dynamic analysis of ethical conflicts in global research that is complementary to traditional codes of ethics. It emphasizes the need to consider ethical analysis as an iterative, reflective, process relevant at all stages of the research journey, including, ultimately, in evaluating the legacy of a project. The toolkit is presented as an open access website to promote universal access. A downloadable “pocket guide” version is also now available in 11 languages. (shrink)

The particular design of any technology may have profound social implications. Computing technologies are deeply intermeshed with the activities of daily life, playing an ever more central role in how we work, learn, communicate, socialize, and participate in government. Despite the many ways they have improved life, they cannot be regarded as unambiguously beneficial or even value-neutral. Recent experience shows they can lead to unintended but harmful consequences. Some technologies are thought to threaten democracy through the spread of propaganda on (...) online social networks, or to threaten privacy through the aggregation of datasets that include increasingly personal information, or to threaten justice when machine learning is used in such high-stakes, decision-making contexts as loan application reviews, employment procedures, or parole hearings. It is insufficient to ethically assess technology after it has produced negative social impacts, as has happened, for example, with facial recognition software that discriminates against people of color and with self-driving cars that are unable to cope with pedestrians who jay-walk. Developers of new technologies should aim to identify potential harmful consequences early in the design process and take steps to eliminate or mitigate them. This task is not easy. Designers will often have to negotiate among competing values—for instance, between efficiency and accessibility for a diverse user population, or between maximizing benefits and avoiding harm. There is no simple recipe for identifying and solving ethical problems. -/- Computer science education can help meet these challenges by making ethical reasoning about computing technologies a central element in the curriculum. Students can learn to think not only about what technology they could create, but also whether they should create that technology. Learning to reason this way requires courses unlike those currently standard in computer science curricula. A range of university courses on topics in areas of computing, ethics, society and public policy are emerging to meet this need. Some cover computer science broadly, while others focus on specific problems like privacy and security; typically, these classes exist as stand-alone courses in the computer science curriculum. Others have integrated ethics into the teaching of introductory courses on programming, artificial intelligence, and human-computer interaction. (shrink)

A well-known objection to divine simplicity holds that the doctrine is incompatible with God’s contingent knowledge. I set out the objection and reject two problematic solutions. I then argue that the objection is best answered by adopting an “extrinsic model of divine knowing” according to which God’s contingent knowledge, which varies across worlds, does not involve any intrinsic variation in God. Solutions along these lines have been suggested by others. This paper advances the discussion by developing and offering partial defenses (...) of three such models. (shrink)

The Critical Imagination is a study of metaphor, imaginativeness, and criticism of the arts. Since the eighteenth century, many philosophers have argued that appreciating art is rewarding because it involves responding imaginatively to a work. Literary works can be interpreted in many ways; architecture can be seen as stately, meditative, or forbidding; and sensitive descriptions of art are often colourful metaphors: music can 'shimmer', prose can be 'perfumed', and a painter's colouring can be 'effervescent'. Engaging with art, like creating it, (...) seems to offer great scope for imagination. Hume, Kant, Oscar Wilde, Roger Scruton, and others have defended variations on this attractive idea. In this book, James Grant critically examines it. The first half explains the role imaginativeness plays in criticism. To do this, Grant answers three questions that are of interest in their own right. First, what are the aims of criticism? Is the point of criticizing a work to evaluate it, to explain it, to modify our response to it, or something else? Second, what is it to appreciate art? Third, what is imaginativeness? He gives new answers to all three questions, and uses them to explain the role of imaginativeness in criticism. The book's second half focuses on metaphor. Why are some metaphors so effective? How do we understand metaphors? Are some thoughts expressible only in metaphor? Grant's answers to these questions go against much current thinking in the philosophy of language. He uses these answers to explain why imaginative metaphors are so common in art criticism. The result is a rigorous and original theory of metaphor, criticism, imaginativeness, and their interrelations. (shrink)

Natural philosophy encompassed all natural phenomena of the physical world. It sought to discover the physical causes of all natural effects and was little concerned with mathematics. By contrast, the exact mathematical sciences were narrowly confined to various computations that did not involve physical causes, functioning totally independently of natural philosophy. Although this began slowly to change in the late Middle Ages, a much more thoroughgoing union of natural philosophy and mathematics occurred in the seventeenth century and thereby made the (...) Scientific Revolution possible. The title of Isaac Newton's great work, The Mathematical Principles of Natural Philosophy, perfectly reflects the new relationship. Natural philosophy became the 'Great Mother of the Sciences', which by the nineteenth century had nourished the manifold chemical, physical, and biological sciences to maturity, thus enabling them to leave the 'Great Mother' and emerge as the multiplicity of independent sciences we know today. (shrink)

Milton Friedman's article, The Social Responsibility of Business Is To Increase Its Profits, owes its appeal to the rhetorical devices of simplicity, authority, and finality. More careful consideration reveals oversimplification and ambiguity that conceals empirical errors and logical fallacies. It is false that business does, or would, operate exclusively in economic terms, that managers concentrate obsessively on profitability, and that ethics can be marginalized. These errors reflect basic contradictions: an apolitical political base, altruistic agents of selfishness, and good deriving from (...) greed. (shrink)

A recent special issue in the Journal of Business Ethics gathered together a variety of papers addressing the challenges of putting virtue ethics into practice :563–565, 2013). The editors prefaced their outline of the various papers with the assertion that exploring the practical dimension of virtue ethics can help business leaders discover their proper place in working for a better world, as individuals and within the family, the business community and society in general :563–565, 2013). Scholars are yet to explore (...) the role of virtuous organisational leaders in the pursuit of Eudaimonia. This paper is a qualitative study which considered company directors’ self-understandings in light of a virtue ethics conceptual framework. The aim of the study is to explore whether virtue ethics rather than deontology and consequentialism is a better vehicle for expressing directors’ self-understandings about their ideals and role. (shrink)

An increasingly popular view in the philosophy of art is that some artworks are good artworks at least partly because they are achievements. This view was introduced to explain why two works that look the same, such as an original painting and a perfect copy, can differ in artistic merit. An achievement theory can say that the original is better because it is a greater achievement. Achievement theories have since been used to answer other questions, and they are now a (...) serious alternative to traditional theories of artistic merit. This paper has three aims. The first is to articulate the achievement theory more fully and explicitly than its advocates have. The second is to show that the achievement theory should be rejected, by raising five problems for it. The third is to show that appealing solely to the excellence, aptitude, and ineptitude a work manifests yields a better theory of artistic merit. (shrink)

The privation account of moral evil holds that the badness of morally bad acts consists not in the positive act itself or in any positive feature of the act but rather in the act’s lack of conformity to the moral standard. Traditionally recognized for its theological usefulness, the account has been the target of at least five recent objections. In this paper I offer a positive philosophical argument for the account and then show that the objections fail.

The article contributes to the academic discussion on Paulo Freire’s pedagogical thinking as a basis for reinventing contemporary non-formal education. In Finland, Freire’s transformational/liberatory theory of adult learning was applied as a framework for developing an adult educational model called Life Skills for All. The pilot project’s case studies were carried out with different groups of people during the model’s development phase. We describe these cases and discuss what can be learned from them for offering basic and life skills education (...) for adult groups at risk of social disenfranchisement. Our case study analysis highlights some new practices and challenges based on the model’s different applications. We argue that even for basic capacity building of employment skills, it is essential to develop a non-instrumental, holistic, and societal educational approach. Elements for such an approach can be derived from both the Nordic and Freirean traditions of adult education. Also, we suggest that the Life Skills for All model benefits learners’ agency and empowerment by putting the learner at the center, combining the learning of different basic skills, and emphasizing the central role of the local community in participants’ learning activities. (shrink)

The pursuit of social goals and ethics in business creates challenges. Sustained efforts to address poverty, environmental degradation or health/wellbeing require meaningful and transformative responses that impact across multiple levels—individual, community and the global collective. Shifting predominant paradigms to facilitate change entails a renegotiation of business strategy—between organizations, their purpose(s), individual and collective stakeholders and ultimately with society at large. Hybrid organizations such as social enterprises are positioned to affect such change. However, in balancing divergent goals such organizations encounter tensions (...) and paradox, creating a duality of ethics. Utilizing in-depth interviews to develop a case within the sustainable fashion industry, we identify tensions and paradox within women-oriented hybrid organizations. Significantly, managing these tensions and paradox results in multiple dualities of ethics, often with a wider impact on organizational founders/managers. We find three interrelated ethical dualities: business strategy and personal values; financial sustainability and holistic sustainability; and business, employee, societal wellbeing, and personal wellbeing. This insight is noteworthy when looked at within the broader context of sustainability and highlights the importance of sustainability in women-oriented hybrid organizations. (shrink)

Are all God’s activities identical to God? If not, which are identical to God and which not? Although it is seldom noticed, the texts of Aquinas (at least on the surface) suggest conflicting answers to these questions, giving rise to a diversity of opinion among interpreters of Aquinas. In this paper, we draw attention to this conflict and offer what we believe to be the strongest textual and speculative support for and against each of the main answers to these questions.

Incentives are typically conceived as a form of trade, and so voluntariness appears to be the only ethical concern. As a consequence, incentives are often considered ethically superior to regulations because they are voluntary rather than coercive. But incentives can also be viewed as one way to get others to do what they otherwise would not; that is, as a form of power. When incentives are viewed in this light, many ethical questions arise in addition to voluntariness: What are the (...) responsibilities of the powerful in using incentives? Can incentives be manipulative or exploitative, even if people are free to refuse them? Like all other forms of power, incentives can be abused. This paper develops criteria for distinguishing their legitimate from their illegitimate uses, viz. legitimacy of purpose, voluntariness, and effect on character. The criteria are then applied to three cases: plea bargaining, recruiting medical research subjects, and motivating children to learn. Thinking of incentives in terms of.. (shrink)

Increasingly in the modern world, incentives are becoming the tool we reach for when we wish to bring about change. In government, in education, in health care, between and within institutions of all sorts, incentives are offered to steer people's choices in certain directions. But despite the increasing interest in ethics and economics, the ethics of the use of incentives has raised very little concern. From a certain point of view, this is not surprising. When incentives are viewed from the (...) perspective of market economics, they appear to be entirely unproblematic. An incentive is an offer of something of value, sometimes with a cash equivalent and sometimes not, meant to influence the payoff structure of a utility calculation so as to alter a person's course of action. In other words, the person offering the incentive means to make one choice more attractive to the person responding to the incentive than any other alternative. Both parties stand to gain from the resulting choice. In effect, it is a form of trade, and as such, it meets certain ethical requirements by definition. A trade involves voluntary action by all parties concerned to bring about a result that is beneficial to all parties concerned. If these conditions were not met, the trade would simply not occur. And as inducements in a voluntary transaction, incentives certainly have the moral high ground over coercion as an alternative. (shrink)

According to prevailing opinion, if a creaturely act is caused by God, then it cannot be free in the libertarian sense. I argue to the contrary. I distinguish intrinsic and extrinsic models of divine causal agency. I then show that, given the extrinsic model, there is no reason one holding that our free acts are caused by God could not also hold a libertarian account of human freedom. It follows that a libertarian account of human freedom is consistent with God’s (...) being the source and cause of all being apart from himself, including the being of free human actions. (shrink)

The aim of this paper is to explain why imaginativeness is valuable. Recent discussions of imaginativeness or creativity (which I regard as the same property) have paid relatively little attention to this important question. My discussion has three parts. First, I elucidate the concept of imaginativeness by providing three conditions a product or act must satisfy in order to be imaginative. This account enables us to explain, among other things, why imaginativeness is associated with inspiration, why it is associated with (...) the faculty of imagination, and why it is relative to persons and to contexts. Second, in the light of this account, I say what the imaginativeness of persons is. Philosophical discussions of the imaginativeness of persons usually treat it as a capacity. In fact, it is a tendency or disposition of a certain kind. Third, I give reasons why the imaginativeness of persons has the value it does. I begin by saying what the basic facts about its value are. When a person's imaginativeness is valuable, it is either (i) a good thing about a person, (ii) good for the person, or (iii) good for others. I provide explanations of each of these facts. I conclude by addressing the difficult question of whether a person's imaginativeness is non-instrumentally good for her. On Romantic and Romantic-inspired views, imaginativeness is non-instrumentally good for a person because of its connection with self-realization. I reject this claim. However, I argue that, often, imaginativeness is indeed non-instrumentally good for the imaginative person. (shrink)

Between 1100 and 1600, the emphasis on reason in the learning and intellectual life of Western Europe became more pervasive and widespread than ever before in the history of human civilization. Of crucial significance was the invention of the university around 1200, within which reason was institutionalized and where it became a deeply embedded, permanent feature of Western thought and culture. It is therefore appropriate to speak of an Age of Reason in the Middle Ages, and to view it as (...) a forerunner and herald of the Age of Reason that was to come in the seventeenth century. The object of this study is twofold: to describe how reason was manifested in the curriculum of medieval universities, especially in the subjects of logic, natural philosophy and theology; and to explain how the Middle Ages acquired an undeserved reputation as an age of superstition, barbarism, and unreason. (shrink)

COVID-19 is compromising all aspects of society, with devastating impacts on health, political, social, economic and educational spheres. A premium is being placed on scientific research as the source of possible solutions, with a situational imperative to carry out investigations at an accelerated rate. There is a major challenge not to neglect ethical standards, in a context where doing so may mean the difference between life and death. In this paper we offer a rubric for considering the ethical challenges in (...) COVID-19 related research, in the form of an ethics toolkit for global research developed at the University of Edinburgh in collaboration with more than 200 global researchers from around the world. This toolkit provides a framework to support confrontation of ethical conflicts through the integrated and iterative analysis of Place, People, Principles and Precedents, throughout the research journey. Two case analyses are offered to exemplify the utility of the toolkit as a flexible and dynamic tool to promote ethical research in the context of COVID-19. (shrink)

We investigate what distinguishes social entrepreneurial ecosystems (SEEs) from entrepreneurial ecosystems (EEs) through appreciation of the importance of context—the multiplex of intertwined social, spatial, temporal, historical, cultural, and political influences. Community is incorporated as a key variable and hitherto overlooked dimension of the structure and influence of SEEs. We draw on extant literature and examples of a variety of SEEs to support our propositions and demonstrate why considerations of both context and community are critical to advance understanding of SEEs. We (...) contribute to the study of SEEs by presenting a new conceptual framework and theorizing SEE as an evolving composite of interdependent actors who interact and collaborate across multiple levels to collectively generate positive externalities and drive sustainable solutions to social problems. (shrink)

In recent years bilingualism has been linked to both advantages in executive control and positive impacts on aging. Such positive cognitive effects of bilingualism have been attributed to the increased need for language control during bilingual processing and increased cognitive reserve, respectively. However, a mechanistic explanation of how bilingual experience contributes to cognitive reserve is still lacking. The current paper proposes a new focus on bilingual memory as an avenue to explore the relationship between executive control and cognitive reserve. We (...) argue that this focus will enhance our understanding of the functional and structural neural mechanisms underlying bilingualism-induced cognitive effects. With this perspective we discuss and integrate recent cognitive and neuroimaging work on bilingual advantage, and suggest an account that links cognitive control, cognitive reserve, and brain reserve in bilingual aging and memory. (shrink)

Although Anders Nygren deserves a lot of the credit for launching the debate about the Christian understanding of love, his insistence on the distinctiveness of agape has been severely challenged by advocates for the sensuousness of eros and the mutuality of philia. The most serious challenge, however, may come from defenses of agape where the altruistic distinctiveness of the theological thrust is qualified by the claims of an ethical horizon. In spite of his disservice to eros and his neglect of (...) philia, Nygren deserves to be heard in his insistence that agape is a unique concept, and that this uniqueness is due particularly to its theological source and reference. (shrink)