Machine learning algorithms pervade contemporary society. They are integral to social institutions, inform processes of governance, and animate the mundane technologies of daily life. Consistently, the outcomes of machine learning reflect, reproduce, and amplify structural inequalities. The field of fair machine learning has emerged in response, developing mathematical techniques that increase fairness based on anti-classification, classification parity, and calibration standards. In practice, these computational correctives invariably fall short, operating from an algorithmic idealism that does not, and cannot, address systemic, Intersectional (...) stratifications. Taking present fair machine learning methods as our point of departure, we suggest instead the notion and practice of algorithmic reparation. Rooted in theories of Intersectionality, reparative algorithms name, unmask, and undo allocative and representational harms as they materialize in sociotechnical form. We propose algorithmic reparation as a foundation for building, evaluating, adjusting, and when necessary, omitting and eradicating machine learning systems. (shrink)

This paper posits that organizational variables are the factors that lead to the moral decline of companies like Enron and Worldcom. The individuals involved created environments within the organizations that precipitated a spiral of unethical decision-making. It is proposed that at the executive level, it is the organizational factors associated with power and decision-making that have the critical influence on moral and ethical behavior. The study has used variables that were deemed to be surrogate measures of the ethical violations (OSHA (...) and EPA violations), the risky shift phenomenon (executive team size), banality of wrong-doing (reputation score for firms) and escalating commitment (tenure with the firm/change in revenue for declining firms). The research found that there were small correlations between ethical violations and the three organizational variables. (shrink)

Can corporations remain socially responsible in today's fiercely competitive global economy? For several decades after World War II, companies like IBM, which exemplified what journalist Robert J. Samuelson called the 'good corporation,' poured forth material comforts and technological ideas while guaranteeing full employment and adequate retirement. In the 1980s all of that changed, as corporations moved to 'downsize' and become lean, mean global competitors. In this collection, thirteen prominent scholars in business ethics, finance, management, and religion and six corporate leaders (...) respond to a new essay by Samuelson that sounds the death knell of the 'good corporation.' They propose new approaches to corporate integrity and social responsibility in the global economy. The book will be useful in corporate workshops and will make an excellent business ethics text in philosophy departments and business schools. (shrink)

Pleiotropy, in which one mutation causes multiple phenotypes, has traditionally been seen as a deviation from the conventional observation in which one gene affects one phenotype. Epistasis, or gene–gene interaction, has also been treated as an exception to the Mendelian one gene–one phenotype paradigm. This simplified perspective belies the pervasive complexity of biology and hinders progress toward a deeper understanding of biological systems. We assert that epistasis and pleiotropy are not isolated occurrences, but ubiquitous and inherent properties of biomolecular networks. (...) These phenomena should not be treated as exceptions, but rather as fundamental components of genetic analyses. A systems level understanding of epistasis and pleiotropy is, therefore, critical to furthering our understanding of human genetics and its contribution to common human disease. Finally, graph theory offers an intuitive and powerful set of tools with which to study the network bases of these important genetic phenomena. (shrink)

This paper considers W.E.B. Du Bois’s short story, “Jesus Christ in Texas,” in the perspective of his analysis of the concept of beauty in Darkwater (1920); his exposition of the idea that “all art is propaganda” in “Criteria of Negro Art” (1926); and his moral psychology of white supremacy. On my account, Du Bois holds that beautiful art can help to undermine white supremacy by using representations of moral goodness to expand the white supremacist’s ethical horizons. To defend this thesis, (...) he relies on an image of “the cross and the lynching tree” to revise imagery that he draws from Albrecht Dürer’s 1504 painting, “The Adoration of Kings.”. (shrink)

Current theories suggest that the brain is the sole source of mental illness. However, affective disorders, and major depressive disorder (MDD) in particular, may be better conceptualized as brain-body disorders that involve peripheral systems as well. This perspective emphasizes the embodied, multifaceted physiology of well-being, and suggests that afferent signals from the body may contribute to cognitive and emotional states. In this review, we focus on evidence from preclinical and clinical studies suggesting that afferent thermosensory signals contribute to well-being and (...) depression. Although thermoregulatory systems have traditionally been conceptualized as serving primarily homeostatic functions, increasing evidence suggests neural pathways responsible for regulating body temperature may be linked more closely with emotional states than previously recognized, an affective warmth hypothesis. Human studies indicate that increasing physical warmth activates brain circuits associated with cognitive and affective functions, promotes interpersonal warmth and prosocial behavior, and has antidepressant effects. Consistent with these effects, preclinical studies in rodents demonstrate that physical warmth activates brain serotonergic neurons implicated in antidepressant-like effects. Together, these studies suggest that (1) thermosensory pathways interact with brain systems that control affective function, (2) these pathways are dysregulated in affective disorders, and (3) activating warm thermosensory pathways promotes a sense of well-being and has therapeutic potential in the treatment of affective disorders. (shrink)

By the time of his death in 2003, Bernard Williams was one of the greatest philosophers of his generation. Ethics and the Limits of Philosophy is not only widely acknowledged to be his most important book, but also hailed a contemporary classic of moral philosophy. Presenting a sustained critique of moral theory from Kant onwards, Williams reorients ethical theory towards ‘truth, truthfulness and the meaning of an individual life’. He explores and reflects upon the most difficult problems in (...) contemporary philosophy and identifies new ideas about central issues such as relativism, objectivity and the possibility of ethical knowledge. This edition also includes a new commentary on the text by A.W.Moore and a foreword by Jonathan Lear. (shrink)

Sustained attention, a key cognitive skill that improves during childhood and adolescence, tends to be worse in some emotional and behavioural disorders. Sustained attention is typically studied in non-affective task contexts; here, we used a novel task to index performance in affective versus neutral contexts across adolescence (N = 465; ages 11–18). We asked whether: (i) performance would be worse in negative versus neutral task contexts; (ii) performance would improve with age; (iii) affective interference would be greater in younger adolescents; (...) (iv) adolescents at risk for depression and higher in anxiety would show overall worse performance; and (v) would show differential performance in negative contexts. Results indicated that participants performed more poorly in negative contexts and showed age-related performance improvements. Those at risk of depression performed more poorly than those at lower risk. However, there was no difference between groups as a result of affective context. For anxiety there was no difference in performance as a function of severity. However, those with higher anxiety showed less variance in their reaction times to negative stimuli than those with lower anxiety. One interpretation is that moderate levels of emotional arousal associated with anxiety make individuals less susceptible to the distracting effects of negative stimuli. (shrink)

With a new foreword by Jonathan Lear 'Remarkably lively and enjoyable…It is a very rich book, containing excellent descriptions of a variety of moral theories, and innumerable and often witty observations on topics encountered on the way.' -_ Times Literary Supplement_ Bernard Williams was one of the greatest philosophers of his generation. Ethics and the Limits of Philosophy is not only widely acknowledged to be his most important book, but also hailed a contemporary classic of moral philosophy. Drawing on (...) the ideas of the Greek philosophers, Williams reorients ethics away from a preoccupation with universal moral theories towards ‘truth, truthfulness and the meaning of an individual life’. He explores and reflects upon the most difficult problems in contemporary philosophy and identifies new ideas about central issues such as relativism, objectivity and the possibility of ethical knowledge. This edition also includes a commentary on the text by A.W.Moore. At the time of his death in 2003, Bernard Williams was hailed by the Times as 'the outstanding moral philosopher of his age.' He taught at the Universities of Cambridge, Berkeley and Oxford and is the author of many influential books, including _Morality; Descartes: The Project of Pure Enquiry_ and _Truth and Truthfulness_. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Justice and the General Will:Affirming Rousseau's Ancient OrientationDavid Lay WilliamsThere is much confusion about how to characterize the work of Jean-Jacques Rousseau. His thought has at various times been related to such dissimilar thinkers as Plato and Hobbes. From Plato he is said to have acquired his affinities for community and civic virtue. And one does not have to look too hard to find his praise for the great (...) sage of the Academy: "Plato only purified the heart of man."1 He was often eager to affiliate his ideas with those of antiquity. He yearned for modern society to rekindle the flames of a once-great civilization. "[W]hat keeps us [the moderns] from being men like them [the ancients]? Our prejudices, our base philosophy, and the passions of petty self-interest, concentrated together with egoism in all hearts by inept institutions in which genius never had any share."2 Despite his obvious admiration for the perceived greater ideas of the past, however, Rousseau also expressed some skepticism. James Miller has suggested that he held Plato's theory of the Forms to be unsustainable.3 Allan Bloom has likewise argued that Rousseau's "teaching is not... a revival of those of Plato.... If he admires the practice of antiquity, he does not accept the theory."4This has led many to argue that Rousseau is best understood as student of Thomas Hobbes. Roger D. Masters, for example, has suggested that "Rousseau's principles of political right can... be best described as a reformulation [End Page 383] of Hobbes' conception of the social contract."5 Arthur Melzer also argues, "The purpose of the doctrine Rousseau elaborates in the Social Contract is essentially the same [as Hobbes']."6 This view is argued on the grounds that the General Will is a positive or arbitrary standard, functioning as the primary principle of Rousseau's constructive political program. Yet the vision of Rousseau as a Hobbesian or modernist also merits skepticism. While he employs a social contract, as does Hobbes, he explicitly rejects traditional forms of positivism. "What is good and conformable to order is so by the nature of things and independently of human conventions."7 Whatever one might say about such passages, it at least raises the possibility that Rousseau is no modernist in the Straussian sense of defining Justice as human agreement.Much of what contributes to the conflicting interpretations of Rousseau can be attributed to different understandings of the relative priority and relationship of two central concepts in his writings. One of these is the well-discussed notion of the General Will. The dominant fashion is to read the General Will as a conventional substitute for natural law or transcendent Ideas. According to this reading, the General Will is grounded on nothing more than consent and functions as the first principle of all legitimate political societies. The other term central to Rousseau's program is the far less discussed but equally important concept of Justice. Little has been written on his understanding of Justice and, for that matter, he himself rarely discussed it explicitly. But it, too, could also be considered a primary principle. While it would be foolish to dismiss the importance of the General Will to Rousseau, it would be equally problematic to explore it independently of his Idea of Justice. The question in understanding his work is which of these two principles—the General Will or Justice—is primary or fundamental. If it is the General Will, a case can be made that the Straussians are right, and Rousseau is a positivist. If Justice is prior, on the other hand, then there is reason to believe that he was something much different.I argue that the positivist reading of Rousseau is flawed. Indeed, my thesis is that he is among the greatest and most thorough Platonists of the modern era.8 His rejection of Hobbes is not merely rhetorical. In fact, it represents the [End Page 384] true impetus of his social contract. This contract is designed explicitly to counter Hobbesian positivism. In the same way that Plato responds to Protagoras' positivism with his theory of the Forms, Rousseau responds to Hobbes... (shrink)

With a new foreword by Jonathan Lear 'Remarkably lively and enjoyable…It is a very rich book, containing excellent descriptions of a variety of moral theories, and innumerable and often witty observations on topics encountered on the way.' -_ Times Literary Supplement_ Bernard Williams was one of the greatest philosophers of his generation. Ethics and the Limits of Philosophy is not only widely acknowledged to be his most important book, but also hailed a contemporary classic of moral philosophy. Drawing on (...) the ideas of the Greek philosophers, Williams reorients ethics away from a preoccupation with universal moral theories towards ‘truth, truthfulness and the meaning of an individual life’. He explores and reflects upon the most difficult problems in contemporary philosophy and identifies new ideas about central issues such as relativism, objectivity and the possibility of ethical knowledge. This edition also includes a commentary on the text by A.W.Moore. At the time of his death in 2003, Bernard Williams was hailed by the Times as 'the outstanding moral philosopher of his age.' He taught at the Universities of Cambridge, Berkeley and Oxford and is the author of many influential books, including _Morality; Descartes: The Project of Pure Enquiry_ and _Truth and Truthfulness_. (shrink)

You are, I am sure, just as aware as I am that the operational nodes of a complex problem, the points at which it can be split open to yield nuggets of new insight or achieve lasting advances, often lie in tediously technical details perhaps incomprehensible to all but specialists in the matter and anyways totally lacking in the romance and easy excitement which attract the topic's dilettantes. I would like you to hold fast to this appreciation, for the concerns (...) I shall raise here are technical indeed. They are, however,seminaltechnicalities which, as we seek to fathom them, should fundamentally reshape our comprehension of the logic of confirmation, causal connectedness, and the foundations of statistical inference. In brief, it will be seen that certain powerful everyday intuitions concerning which propositions are confirmationally irrelevant to which others are exceedingly difficult to justify. (shrink)

One of the major contributions which Christopher Hookway has made to pragmatist epistemology is a critical exploration of the role that affective dispositions play in inquiry. According to Hookway, a well-functioning rational inquirer must rely upon a set of pre-reflective and affective dispositions which are not themselves fully available to rational evaluation. Despite their pre-reflective nature, on the pragmatist account these affective dispositions provide us with judgments and evaluations which are in many cases more reliable than those provided by explicit (...) rational reflection. -/- This chapter presents and defends Hookway’s account of the epistemic importance of our affective dispositions. The first section presents three roles which affective dispositions play within inquiry. The second section considers the concern that affective dispositions should be considered impositions upon our epistemic agency. In response, Hookway suggests that we must identify with our affective dispositions, and two interpretations of this claim are offered. The third section considers the possibility that the confidence we have in our affective dispositions might be appropriately shaken if we recognize that they are not shared by other inquirers. The chapter concludes by suggesting that Hookway’s position can overcome this worry by developing his notion of critical self-trust in three distinct ways. (shrink)

What can--and what can't--philosophy do? What are its ethical risks--and its possible rewards? How does it differ from science? In Philosophy as a Humanistic Discipline, Bernard Williams addresses these questions and presents a striking vision of philosophy as fundamentally different from science in its aims and methods even though there is still in philosophy "something that counts as getting it right." Written with his distinctive combination of rigor, imagination, depth, and humanism, the book amply demonstrates why Williams was (...) one of the greatest philosophers of the twentieth century. Spanning his career from his first publication to one of his last lectures, the book's previously unpublished or uncollected essays address metaphysics, epistemology, and ethics, as well as the scope and limits of philosophy itself. The essays are unified by Williams's constant concern that philosophy maintain contact with the human problems that animate it in the first place. As the book's editor, A. W. Moore, writes in his introduction, the title essay is "a kind of manifesto for Williams's conception of his own life's work." It is where he most directly asks "what philosophy can and cannot contribute to the project of making sense of things"--answering that what philosophy can best help make sense of is "being human." Philosophy as a Humanistic Discipline is one of three posthumous books by Williams to be published by Princeton University Press. In the Beginning Was the Deed: Realism and Moralism in Political Argument was published in the fall of 2005. The Sense of the Past: Essays in the History of Philosophy is being published shortly after the present volume. (shrink)

Although William James formed his philosophical views in direct reaction to the Hegelianism then dominant in American and British institutions, modern critics have tended to reject James’s criticism of G. W. F. Hegel as superficial and outdated. This is in part due to James’s energetic rhetorical style, but also because James at his most polemical tends to present his pluralistic and pragmatist empiricism as diametrically opposed to Hegel’s monistic and intellectualistic idealism, so that it is not clear how the two (...) theories could engage in any meaningful dialogue. This chapter presents a different interpretation of the engagement between James and Hegel. On this interpretation, James’s criticisms of Hegel emerge from what he perceives to be a common starting point: the attempt to find the world to be “a home.” As such, James’s criticisms of Hegel should be understood as offering a kind of internal critique. According to James, Hegel offers too narrow an account of what it is for beings like us to “feel at home” in the world. This is a unique and internal criticism of Hegel which deserves to be taken seriously. (shrink)

What can--and what can't--philosophy do? What are its ethical risks--and its possible rewards? How does it differ from science? In Philosophy as a Humanistic Discipline , Bernard Williams addresses these questions and presents a striking vision of philosophy as fundamentally different from science in its aims and methods even though there is still in philosophy "something that counts as getting it right." Written with his distinctive combination of rigor, imagination, depth, and humanism, the book amply demonstrates why Williams (...) was one of the greatest philosophers of the twentieth century. Spanning his career from his first publication to one of his last lectures, the book's previously unpublished or uncollected essays address metaphysics, epistemology, and ethics, as well as the scope and limits of philosophy itself. The essays are unified by Williams's constant concern that philosophy maintain contact with the human problems that animate it in the first place. As the book's editor, A. W. Moore, writes in his introduction, the title essay is "a kind of manifesto for Williams's conception of his own life's work." It is where he most directly asks "what philosophy can and cannot contribute to the project of making sense of things"--answering that what philosophy can best help make sense of is "being human." Philosophy as a Humanistic Discipline is one of three posthumous books by Williams to be published by Princeton University Press. In the Beginning Was the Deed: Realism and Moralism in Political Argument was published in the fall of 2005. The Sense of the Past: Essays in the History of Philosophy is being published shortly after the present volume. (shrink)

O. A. W. Dilke disapproves of the reading uergens advocated by me in C.Q., NS. iv [1954], 188 f., retains uertens of the better manuscripts translating ‘and Fortune did not take long to change the balance of so many weights’, and, citing for the use of diu Sen. Contr. 2. 3. 10 ‘si non impetro ut uiuam, hoc certe impetrem ne diu moriar’, asks ‘How is this not a parallel?’ Others too have not hesitated to ascribe a similar use to (...) diu. The difficulty is that to which I briefly referred in C.Q,., I.e. The adverb diu is appropriate only with verbs representing a continuous or protracted action: e.g. morior may represent such an action, and it does so in Sen., I.e.—the speaker prays for exemption from a protracted death and diu retains its characteristic sense. (shrink)

Catalan translation, introductory study and notes on W. K. Clifford’s “The Ethics of Belief”. Published in Clifford, W.K. “L’ètica de la creença”. Quaderns de Filosofia, vol. III, n. 2 (2016), pp. 129–150. // Catalan translation, introductory study and notes on William James’s “The Will to Believe”. Published in James, William. “La voluntat de creure”. Quaderns de Filosofia, vol. III, n. 2 (2016), pp. 151–172. [Introductory study published in Oya, Alberto. “Introducció. El debat entre W. K. Clifford i William James”. Quaderns (...) de Filosofia, vol. III, n. 2 (2016), pp. 123–127]. (shrink)

When "Aristotle on Emotion" was first published it showed how discussion within Plato's Academy led to a better understanding of emotional response, and how that understanding influenced Aristotle's work in rhetoric, poetics, politics and ethics. The subject has been much discussed since then: there are numerous articles, anthologies and large portions of books on emotion and related topics. In a new epilogue to this second edition, W.W. Fortenbaugh takes account of points raised by other scholars and clarifies some of his (...) earlier thoughts, focusing on the central issue: how Aristotle conceived of emotional response. Among other matters, he considers laughter, emotion in relation to belief and appearance, the effect of emotion on judgement, and the involvement of pain and pleasure in emotional response. (shrink)

In the opening to his late essay, Der Gedanke, Frege asserts without qualification that the word "true" points the way for logic. But in a short piece from his Nachlass entitled "My Basic Logical Insights", Frege writes that the word true makes an unsuccessful attempt to point to the essence of logic, asserting instead that "what really pertains to logic lies not in the word "true" but in the assertoric force with which the sentence is uttered". Properly understanding what Frege (...) takes to be at issue here is crucial for understanding his conception of logic and, in particular, what he takes to be its normative status vis-à-vis judgement, assertion, and inference. In this paper, I focus my attention on clarifying the latter claim and Frege's motivations for making it, exposing what I take to be a fundamental tension in Frege's conception of logic. Finally, I discuss whether Frege's deployment of the horizontal in his mature Begriffsschrift helps to resolve this tension. (shrink)

ArgumentIn the United States, scientific knowledge is brought before the courts by way of testimony – the testimony of scientific experts. We argue that this expertise is best understoodfirstas related to the quality of the underlying scienceand thenin terms of who delivers it. Bloodstain pattern analysis (BPA), a contemporary forensic science, serves as the vaulting point for our exploration of objectivity as a metric for the quality of a science in judicial contexts. We argue that BPA fails to meet the (...) minimal standard set by Helen Longino’s social-procedural account of objectivity (1990, 2002). In light of some pressing issues for social-procedural accounts, we offer an infrastructural account of objectivity. This account offers what amounts to a friendly amendment to Longino’s account and adds to the ways in which we might analyze social-procedural objectivity. Finally, we address an issue that is pressing in the legal context: given that scientific knowledge is delivered by individuals, not communities, at least in U.S. courts, we (may) need a way to evaluate individual scientific and epistemic agents. We suggest a means for making this evaluation that is derived from our infrastructural account of objectivity. (shrink)

It is widely agreed among philosophers of science today that no formal pattern can possibly be found in the origins of scientific theory. There is no such thing as a "logic of discovery," insists this view--a scientific hypothesis is susceptible to methodological critique only in its relation to empirical consequences derived after the hypothesis itself has emerged through a spontaneous creative inspiration. Yet confronted with the tautly directed thrust of theory-building as actually practiced at the cutting edge of scientific research, (...) this romantic denial of method in the genesis of ideas takes on the appearance of myth. It is the contention of this article that as empirical data ramify in logical complexity, they deposit a hard sediment of theory according to a standard inductive pattern so primitively compelling that it must be recognized as one of the primary forms of inferential thought. This process, here called "ontological induction," is a distillation out of unwieldly observed regularities of more conceptually tractable states hypothesized to underlie them, and is the wellspring of our beliefs in theoretical entities. Previous failure to recognize this pattern of induction has undoubtedly been in substantial measure a result of inadequate attention to the structural details of scientific propositions; for in order to exhibit the nature of ontological induction clearly, it is first necessary to make extended forays through sparsely explored methodological terrain--notably, the nature of scientific "variables," the logical form of "laws," and the type-hierarchy of scientific concepts. (shrink)

The distinction between moral values and others is not an easy one. There are easy extremes: the value that one places on his neighbor's welfare is moral, and the value of peanut brittle is not. The value of decency in speech and dress is moral or ethical in the etymological sense, resting as it does on social custom; and similarly for observance of the Jewish dietary laws. On the other hand the eschewing of unrefrigerated oysters in the summer, though it (...) is likewise a renunciation of immediate fleshly pleasure, is a case rather of prudence than morality. But presumably the Jewish taboos themselves began prudentially. Again a Christian fundamentalist who observes the proprieties and helps his neighbor only from fear of hellfire is manifesting prudence rather than moral values.1 Similarly for the man with felony in his heart who behaves himself for fear of the law. Similarly for the child who behaves himself in the course of moral training; his behavior counts as moral only after these means get transmuted into ends. On the other hand the value that the child attaches to the parent's approval is a moral value. It had been a mere harbinger of a sensually gratifying caress, if my recent suggestion is right, but has been transmuted into an end in itself. · 1. Bernard Williams, Morality , pp. 75-78, questions the disjointedness of these alternatives. I am construing them disjointedly. W.V. Quine, Edgar Pierce professor emeritus of philosophy at Harvard University, is the author of many influential works, including The Roots of Reference. "A Postscript on Metaphor," his previous contribution to Critical Inquiry, appeared in the Autumn 1978 issue. The present essay is being published in a festschrift, Values and Morals: Essays in Honor of William Frankenna, Charles Stevenson, and Richard Brandt. (shrink)

Patricia Williams made a number of claims concerning the methods and practise of cladistic analysis and classification. Her argument rests upon the distinction of two kinds of hierarchy: a divisional hierarchy depicting evolutionary descent and the Linnean hierarchy describing taxonomic groups in a classification. Williams goes on to outline five problems with cladistics that lead her to the conclusion that systematists should eliminate cladism as a school of biological taxonomy and to replace it either with something that is (...) philosophically coherent or to replace it with pure methodology, untainted by theory (Williams 1992, 151). Williams makes a number of points which she feels collectively add up to insurmountable problems for cladistics. We examine Williams' views concerning the two hierarchies and consider what cladists currently understand about the status of ancestors. We will demonstrate that Williams has seriously misunderstood many modern commentators on this subject and all of her five persistent problems are derivable from this misunderstanding. Some persons believe and argue, on grounds approaching faith it seems to me, that phylogeny comes from our knowledge of evolution. Others have found to their surprise, and sometimes dismay, that phylogeny comes from our knowledge of systematics. Nelson (1989, 67). (shrink)