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)

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)

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)

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)

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)

Drawing from conservation of resources theory, we theorize that spiritual leadership serves as both a resource to enhance employees’ organizational commitment and a passageway to mitigate the negative effects of work–family conflict. Using primary triadic data from leaders, family employees, and nonfamily employees in 77 family firms, results support our theorizing that organizational commitment is enhanced by spiritual leadership but is decreased by work–family conflict. Contrary to theory, however, spiritual leadership exacerbated the negative effects of work–family conflict. Further analysis reveals (...) that family and nonfamily employees respond differently to leadership and work–family stressors. While spiritual leadership has positive effects for family employees, it has negative effects for nonfamily employees experiencing high work–family conflict. (shrink)

Since the term ‘pragmatism’ was first coined, there have been debates about who is or is not a ‘real’ pragmatist, and what that might mean. The division most often drawn in contemporary pragmatist scholarship is between William James and Charles Peirce. Peirce is said to present a version of pragmatism which is scientific, logical and objective about truth, whereas James presents a version which is nominalistic, subjectivistic and leads to relativism. The first person to set out this division was (...) in fact Peirce himself, when he distinguished his own ‘pragmaticism’ from the broad pragmatism of James and others. Peirce sets out six criteria which defines ‘pragmaticism’: the pragmatic maxim; a number of ‘preliminary propositions’; prope-positivism; metaphysical inquiry; critical common-sensism; and scholastic realism. This paper sets out to argue that in fact James meets each of these criteria, and should be seen as a ‘pragmaticist’ by Peirce’s own lights. (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)

L'A. soutient, contre Germain Grisez, Joseph Boyle, John Finnis et William May, que le contrôle naturel des naissances pratiqué avec une intention mauvaise n'est pas contraception. Il montre que les auteurs identifient de façon incorrecte la fin prochaine de la contraception comme choix qu'il n'y ait pas d'enfant, alors que la fin prochaine véritable est d'empêcher un enfant de venir au monde . Ainsi donc, puisque en NFP un couple ne cherche pas à empêcher la venue au monde d'un (...) enfant, NFP n'implique pas d'action contraceptive. L'A. soutient aussi qu'identifier la fin prochaine comme choix qu'il n'y ait pas d'enfant ne spécifie pas de façon adéquate une classe homogène d'actes objectifs, bien que cela spécifie une classe homogène d'actes moraux. (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 (...) class='Hi'>William James”. Quaderns de Filosofia, vol. III, n. 2 (2016), pp. 123–127]. (shrink)

In the past two decades, reinforcement learning has become a popular framework for understanding brain function. A key component of RL models, prediction error, has been associated with neural signals throughout the brain, including subcortical nuclei, primary sensory cortices, and prefrontal cortex. Depending on the location in which activity is observed, the functional interpretation of prediction error may change: Prediction errors may reflect a discrepancy in the anticipated and actual value of reward, a signal indicating the salience or novelty of (...) a stimulus, and many other interpretations. Anterior cingulate cortex has long been recognized as a region involved in processing behavioral error, and recent computational models of the region have expanded this interpretation to include a more general role for the region in predicting likely events, broadly construed, and signaling deviations between expected and observed events. Ongoing modeling work investigating the interaction between ACC and additional regions involved in cognitive control suggests an even broader role for cingulate in computing a hierarchically structured surprise signal critical for learning models of the environment. The result is a predictive coding model of the frontal lobes, suggesting that predictive coding may be a unifying computational principle across the neocortex. (shrink)

"It is wrong always, everywhere, and for anyone, to believe anything upon insufficient evidence." -- W. K. Clifford The above forthright assertion of mathematician and educator W. K. Clifford (1845-1879) in his famous essay "The Ethics of Belief" drew an immediate response from Victorian-era critics, who took issue with his reasoned and brilliantly presented attack on beliefs "not founded on fair inquiry." An advocate of evolutionary theory, Clifford recognized that working hypotheses and assumptions are necessary for belief formation and that (...) testing and assessing one's beliefs in light of new evidence strengthens those worthy of being held. "The Ethics of Belief" is presented here in complete form, along with an insightful biographical introduction by editor Timothy J. Madigan. Also included are four other noteworthy essays by Clifford: "On the Aims and Instruments of Scientific Thought," "Right and Wrong," "The Ethics of Religion," and "The Influence upon Morality of a Decline in Religious Belief.". (shrink)

The text is the Russian translation of W. Whewell’s work “Novum Organon Renovatum” (Preface and Book I Aphorisms concerning ideas), which is the third edition of the second volume of his major work “The philosophy of the Inductive Sciences founded upon their History”. In the text, W. Whewell proposes his theory of scientific method and classification of the necessary scientific ideas as a basis, from where every particular scientific discipline derives. By adopting the structure of the notorious Francis Bacon’s “Novum (...) Organon”, Whewell reverses the order of scientific genesis, opposing himself to inductivism – the most influential philosophical theory of his time. (shrink)

William Cunningham was a prominent British economist and economic historian. In this book, which was first published in 1917, Cunningham provides a concise guide to various aspects of political philosophy, with a particular focus on British political institutions. Appendices are included and textual notes are incorporated throughout. This book will be of value to anyone with an interest in political philosophy and the nature of governance.

Contains essays by different authors on Arius Didymus. Also contains parallel text in Greek and English of fragments attributed to Arius Didymus, preserved in Stobaeus's Eclogues. Translation of Arius Didymus by Georgia Tsouni.

Contents: Stephen White: Opuscula and Opera in the Catalogue of Theophrastus' Works Han Baltussen: Theophrastean Echoes? The De Sensibus in the Platonic and Aristotelian Tradition Pamela M. Huby: Arabic Evidence about Theophrastus' De Sensibus Todd Ganson: A Puzzle Concerning the Aristotelian Notion of a Medium of Sense-Perception Istvan M. Bodnar: Theophrastus' De igne: Orthodoxy, Reform and Readjustment in the Doctrine of Elements Georg Wohrle: Ps-Aristoteles De Coloribus -aA Theophrastean Opusculum? David Sider: On On Signs - R.A.H. King: Nutrition and Fatigue (...) Amneris Roselli: Greek Medical Theories of Fatigue Sabine Vogt: Theophrast, De Vertigine Armelle Debru: La sueur des corps: le De sudore de Theophraste face a la tradition medicale John Dillon: Theophrastus' Critique of the Old Academy in the Metaphysics H. Takahashi: Syriac Fragments of Theophrastean Meteorology and Mineralogy Index Contributors and Editors. (Franz Steiner 2002). (shrink)

William C. Olsen, Walter E. A. van Beek, and the contributors to this volume seek to understand how Africans have confronted evil around them. Grouped around notions of evil as a cognitive or experiential problem, evil as malevolent process, and evil as an inversion of justice, these essays investigate what can be accepted and what must be condemned in order to evaluate being and morality in African cultural and social contexts. These studies of evil entanglements take local and national (...) histories and identities into account, including state politics and civil war, religious practices, Islam, gender, and modernity. (shrink)

William James's famous book, The Varieties of Religious Experience , appeared in 1902. Ever since that date studies of the psychology of mysticism have poured from the press. In our own country we may name Evelyn Underhill, Mrs. Herman, and von Hügel. In France, Bastide, Murisier, Récéjac, Boutroux, Delacroix, Janet, Poulain, Bremond, Bergson, Bréhier. In America, besides William James, Starbuck, Leuba, Coe, Hocking, Rufus Jones, P. E. More, Pratt, Royce, Bennett. These lists are far from complete. In Germany (...) the subject seems to have aroused less interest; but Otto, not long before his death, published a book dealing with it. (shrink)

The medial prefrontal cortex (mPFC) has been the subject of intense interest as a locus of cognitive control. Several computational models have been proposed to account for a range of effects, including error detection, conflict monitoring, error likelihood prediction, and numerous other effects observed with single-unit neurophysiology, fMRI, and lesion studies. Here, we review the state of computational models of cognitive control and offer a new theoretical synthesis of the mPFC as signaling response–outcome predictions. This new synthesis has two interacting (...) components. The first component learns to predict the various possible outcomes of a planned action, and the second component detects discrepancies between the actual and intended responses; the detected discrepancies in turn update the outcome predictions. This single construct is consistent with a wide array of performance monitoring effects in mPFC and suggests a unifying account of the cognitive role of medial PFC in performance monitoring. (shrink)

Recent studies of Aristotle’s meteorology have often focused on questions of scientific methodology rather than on the empirical accuracy of the explanations. Here we wish to focus on Aristotle’s theory of storms, considering them in their historical context and in light of Aristotle’s theoretical commitments, but testing them in terms of their ability to explain the phenomena in question. Aristotle’s approach to storm events follows a general pattern of “outburst” theories proposed by Presocratic thinkers, in which wind, fire, and the (...) like burst out of clouds. Aristotle proposes a two-exhalation theory in which a dry and a moist gas arise by evaporation and can conflict with each other. In Meteorologica II.9 and III.1, he provides his own theory of storms. Modern accounts are hampered by a mistranslation of ‘eknephias’ as “hurricane.” We argue that an eknephias is never a hurricane, but in the first place a theoretical construct meant to account for three distinct phenomena: tuphōn, keraunos, and prēstēr, all of which need to be identified more clearly with actual meteorological phenomena than they have been. We identify appropriate phenomena and also propose a phenomenon corresponding to eknephias, which makes sense of Aristotle’s account. (shrink)

Cywydd Ffarwelio Rhys MERERID HOPWOOD Mae awr i fwynhau miri, y mae awr mi wn am hwyl cwmni, ond nawr, yn ein dathliad ni, mae un na fynnaf mo'ni. ...

This article draws upon the work of Sylvia Wynter and W.E.B. Du Bois in order to propose that film-philosophy has historically not paid due attention to race. Drawing upon the former’s concept of “the sociogenic principle”, as well as the latter’s theories of “the colour line” and “double-consciousness”, the article argues that modernity has been constructed coterminously with whiteness, as well as a “photographic/cinematographic” logic whereby Blackness is cast into a “negative” realm. That is, while modernity might be white, more (...) specifically it is antiblack. For film-philosophy ethically to evolve, then, it must not just pursue a dewesternising turn to the global, as suggested by various scholars, but it must also reckon with antiblackness and the role that cinema has played in constructing and reaffirming a white (and therefore antiblack) world. By this token, recent engagements with objects and animals similarly do not often consider race as a structuring concept of and for the human, in distinction to which both objects and animals supposedly exist. Indeed, one might even construe the contemporary emphasis on objects and animals among primarily white western scholars as a refusal to consider race with the critical rigour that it merits. This article goes some way towards introducing such critical rigour as developed among scholars in critical race theory, in particular Black Studies, especially Du Bois and Wynter; and it proposes that the application of such work to film will radically alter how we consider the medium. In this way, the article draws out the (white) colour of film-philosophy, and argues for a racially conscious/conscientious film-philosophy that will thus be worthy of the name. (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)