Objective: To examine the role of explainability in machine learning for healthcare (MLHC), and its necessity and significance with respect to effective and ethical MLHC application. Study Design and Setting: This commentary engages with the growing and dynamic corpus of literature on the use of MLHC and artificial intelligence (AI) in medicine, which provide the context for a focused narrative review of arguments presented in favour of and opposition to explainability in MLHC. Results: We find that concerns regarding explainability are (...) not limited to MLHC, but rather extend to numerous well-validated treatment interventions as well as to human clinical judgment itself. We examine the role of evidence-based medicine in evaluating unexplainable treatments and technologies, and highlight the analogy between the concept of explainability in MLHC and the related concept of mechanistic reasoning in evidence-based medicine. Conclusion: Ultimately, we conclude that the value of explainability in MLHC is not intrinsic, but is instead instrumental to achieving greater imperatives such as performance and trust. We caution against the uncompromising pursuit of explainability, and advocate instead for the development of robust empirical methods to successfully evaluate increasingly inexplicable algorithmic systems. (shrink)

Over the past few years, the business world has been wracked by corporate scandals. With news of a new scandal an almost weekly occurrence, one cannot help but wonder: “Is business success synonymous with a lack of morality?” With a resounding “no,” Bowen H. “Buzz” McCoy, former partner at Morgan Stanley, shows that ethical business leadership is possible and, moreover, desirable. Seeking inspiration from an eclectic range of sources, such as Dante, Kant, and Peter Drucker, and drawing from his (...) own career as a successful investment banker, the author examines how business leaders—and those who aspire to be business leaders—can flourish in a corporate environment without shedding personal values or compromising integrity. Living Into Leadership: A Journey in Ethics is based on the author’s actual life experiences, personal ethical dilemmas, and concerns. This groundbreaking work incorporates classroom materials developed by the author for ethics programs at various business schools, including Stanford, UC Berkeley, the University of Southern California, UCLA, and Notre Dame. The central question this book considers is how to pursue an engaged business career while living a balanced life and continuing to grow as an integrated person. McCoy acts as a “mentor” for readers, providing personal and professional guidance on the development of a personal business plan for life. The book presents the case for creating a moral compass that allows one to make decisions under uncertainty, lead a life of integrity, establish the practice of ethics both personally and in society, and know when to embrace change and when to hold one’s ground. It includes an abbreviated version of the author’s acclaimed work, the seminal Harvard Business Review article, “The Parable of the Sadhu,” and shows readers how to prepare in advance for dilemmas they may face, both in their private and professional lives. (shrink)

Diese Wirtschaft totet! besonders dieser Satz von Papst Franziskus hat beachtliche Aufmerksamkeit gefunden. Aber: Welche Wirtschaft totet? Und welche fordert Leben? Dieser Band stellt wirtschaftswissenschaftliche, ethische und theologische Ansatze vor, die Verengungen in gegenwartigen Theorien uberwinden: Welche Bedeutung haben offentlicher Guter? Wie lassen sich soziale und okologische Dimensionen in die Wirtschaftstheorie integrieren? Wie sollte eine Finanzwirtschaft aussehen, die der Realwirtschaft dient? Was ist die Verantwortung des Konsumenten? Diese und weitere Grundfragen, die in den wirtschaftswissenschaftlichen Mainstream-Theorien zu kurz kommen, erinnern die (...) Wirtschaft daran, dem Leben dienen zu mussen. (shrink)

Stimulating discussion of the fundamental concepts we employ in every day consideration of moral questions for the general reader.

Keine ausführliche Beschreibung für "Beiträge zur Kritik der reinen Vernunft 1781-1981" verfügbar.

The Republic presents the sophist in three ways: through an example, an abstract description in Book Six, and an image. Thrasymachus presents a coherent understanding of justice and is not inconsistent, as some commentators have argued. Both the philosopher and the sophist are intellectuals who value wisdom, but on Socrates’ account, the sophist equates the necessary with the good. The philosopher separates the necessary and the good, and orients himself to a truth outside of himself. However, the Republic suggests that (...) there is no meta-philosophical position by which the philosopher and the sophist can be judged. The separation of the philosopher from the sophist makes sense only from the viewpoint of the philosopher. Socrates’ emphasis on the incompleteness of wisdom also suggests that the philosopher’s understanding of his own activity must remain open to change. (shrink)

This edited collection is the first of its kind to explore the view called perspectivism in philosophy of science. The book brings together an array of essays that reflect on the methodological promises and scientific challenges of perspectivism in a variety of fields such as physics, biology, cognitive neuroscience, and cancer research, just as a few examples. What are the advantages of using a plurality of perspectives in a given scientific field and for interdisciplinary research? Can different perspectives be integrated? (...) What is the relation between perspectivism, pluralism, and pragmatism? These ten new essays by top scholars in the field offer a polyphonic journey towards understanding the view called ‘perspectivism’ and its relevance to science. (shrink)

Harris-McCoy offers a scholarly commentary, with translation and introduction, to Artemidorus' Oneirocritica, a treatise on dream-divination and interpretation. Providing insight into the ancient mind, he gives particular emphasis to the Oneirocritica's composition and construction, and intellectual and philosophical context.

In lieu of an abstract, here is a brief excerpt of the content:Reviewed by:Aristotle on False Reasoning: Language and the World in the Sophistical RefutationsMarina Berzins McCoyAristotle on False Reasoning: Language and the World in the Sophistical Refutations. Scott Schreiber. Albany: SUNY Press, 2003. pp. 240. $68.50, hardcover; $22.95, paperback.Scott Schreiber's Aristotle on False Reasoning is the first full-length English commentary on Aristotle's Sophistical Refutations in the last century. Aristotle's Sophistical Refutations is a text that has received relatively little attention (...) in the last century of scholarship, despite a revival of interest in other aspects of Aristotle's work concerned with the nature of good argument and rhetoric. (The 1995 French translation and commentary by Loius-Andre Dorion is a notable exception.) Schreiber finds the primary reason [End Page 92] for inattention to this text to lie in the tendency of contemporary Anglo-American philosophy to resolve problems in reasoning through linguistic clarification (xiv). Aristotle's claim that some errors are due to language while others lie outside the realm of linguistic error is not one to which contemporary analytic philosophy has been particularly sympathetic. The Sophistical Refutations has been neglected in light of contemporary logic. Schreiber's book attempts to return to Aristotle's project on his own philosophical terms, in order to better understand why Aristotle classified errors in reasoning as he did. Schreiber's approach is to examine each of the twelve types of false reasoning that Aristotle lays out in the Sophistical Refutations, with particular attention to Aristotle's examples, in order to understand the principles behind the overall system.Schreiber argues that Aristotle had good reason for separating errors due to language from those outside of language: Aristotle's classification of error is tied to his notion of the resolution of false arguments. To understand how to resolve a sophistical argument, we must first understand how it could have been believed to be true. Since Aristotle's aim in the Sophistical Refutations is to show why certain sorts of arguments are deceptive to some who hear them, his method of explaining errors is less a pure examination of their logical errors than of how such erroneous arguments can deceive. Aristotle is concerned with two types of problems with sophistical argument: first, why such an argument is false; and second, why it might appear to be true. Schreiber shows that most commentators have not given sufficient attention to the second of these concerns in their attempts to understand Aristotle's taxonomy. As Schreiber puts it, "Examples of false reasoning are unified into groups and differentiated into subgroups not by the nature of the confusions that they engender but by the different ways that confusion is cleared up" (54). False reasoning is due not only to mistakes in logic, but also to mistaken beliefs about language and reality. Careful examination of Aristotle's thinking allows us to see the importance of beliefs about the world in good and bad argument.For the most part, Schreiber's examinations of Aristotle's examples are lucid and helpful in understanding both the particular example at hand as well as the general picture of Aristotle's classifications. Schreiber continually returns to the importance of Aristotle's own view of language and argument in contrast to the approaches of contemporary linguistics and logic. For example, while some twentieth-century scholars have attempted to explain Aristotle's distinction between homonymy and amphiboly in terms of the contemporary distinction between semantics and syntax, [End Page 93] Aristotle seems to distinguish the two according to whether a general predicate signifies many particulars regardless of context, or in a propositional context (31). In the end, Schreiber does not think that the categories of homonymy and amphiboly can be completely distinct, even on Aristotle's own grounds, but still finds the categories useful. Schreiber is also careful to provide criticism of Aristotle's categories when warranted, both defending Aristotle against his contemporary critics when he thinks they have misunderstood him, and pointing out genuine weaknesses in Aristotle's arguments.Schreiber's book is clearly intended as a response to the contemporary Anglo-American reading of Aristotle. Much of the book assumes at least some familiarity with the ways in... (shrink)

Plato uses the myth of Er in the Republic in order to carve out space for political freedom and responsibility for human freedom in the ordinary polis. While much of the Republic concentrates on the development of an ideal city in speech, that city is fundamentally a mythos presented in order for Socrates and his friends to learn something about political and individual virtue. The city in which Socrates and his friends exist is an imperfect city and myth of Er (...) is intended for those audience members. Its emphasis on the necessity for personal responsibility in the midst of freedom can be understood as a political claim about the place of individual choice in a world that is constrained by both political and cosmic "necessity". (shrink)

In this article, we investigate the political theology of populism and look at the case of the Front National. Considering the writings of Carl Schmitt and Ernesto Laclau, we trace the logical core of Schmitt’s political theology and show how it is integrated into theories of the political and Laclau’s theory of populism. We argue that the theologico-political core of populism is the simultaneous disavowal and imposition of mediation and that this stance leads to an increasing formalism. Looking at the (...) discourse of the FN on the notion of laïcité, we find that this theologico-political structure explains how the party is able to link traditionally left- and right-wing motives in its discourse. Finally, we show how in FN’s discourse, the formalist tendency of populism, which Laclau has theoretically explicated, has become overt and must be understood as part of politics, not as a universal and tran-historical logic of the political. This suggests, we argue pace Laclau, that we ought to consider both t... (shrink)

We characterize the structure of computably categorical trees of finite height, and prove that our criterion is both necessary and sufficient. Intuitively, the characterization is easiest to express in terms of isomorphisms of (possibly infinite) trees, but in fact it is equivalent to a Σ03-condition. We show that all trees which are not computably categorical have computable dimension ω. Finally, we prove that for every n≥ 1 in ω, there exists a computable tree of finite height which is δ0n+1-categorical but (...) not δ0n-categorical. (shrink)

By way of introduction, this paper points out inherent problems in attempting a comprehensive social history of the Reformation, due to the complex dynamics at work in sixteenth century European society.Contemporary pamphlet literature, a resource as yet not intensively explored, reflects in a unique manner the rich variety of the Reformation experience in all walks of life, from both sides of the schism. By examining a representative sampling of such tracts, the essay strives to establish some immediacy to that experience. (...) The nearly 300 pamphlets held by the Ambrose Swasey Library at the Colgate Rochester Divinity School in Rochester, NY, served as source material to help straddle the 500 year gap. The abbreviation ASL is used to identify pamphlets in the text. (shrink)

We trained a computational model (the Chunk-Based Learner; CBL) on a longitudinal corpus of child–caregiver interactions in English to test whether one proposed statistical learning mechanism—backward transitional probability—is able to predict children's speech productions with stable accuracy throughout the first few years of development. We predicted that the model less accurately reconstructs children's speech productions as they grow older because children gradually begin to generate speech using abstracted forms rather than specific “chunks” from their speech environment. To test this idea, (...) we trained the model on both recently encountered and cumulative speech input from a longitudinal child language corpus. We then assessed whether the model could accurately reconstruct children's speech. Controlling for utterance length and the presence of duplicate chunks, we found no evidence that the CBL becomes less accurate in its ability to reconstruct children's speech with age. (shrink)

Background:The global COVID-19 pandemic has imposed challenges on healthcare systems and professionals worldwide and introduced a ´maelstrom´ of ethical dilemmas. How ethically demanding situations are handled affects employees’ moral stress and job satisfaction.Aim:Describe priority-setting dilemmas, moral distress and support experienced by nurses and physicians across medical specialties in the early phase of the COVID-19 pandemic in Western Norway.Research design:A cross-sectional hospital-based survey was conducted from 23 April to 11 May 2020.Ethical considerations:Ethical approval granted by the Regional Research Ethics Committee in (...) Western Norway (131421).Findings:Among the 1606 respondents, 67% had experienced priority-setting dilemmas the previous two weeks. Healthcare workers who were directly involved in COVID-19 care, were redeployed or worked in psychiatry/addiction medicine experienced it more often. Although 59% of the respondents had seen adverse consequences due to resource scarcity, severe consequences were rare. Moral distress levels were generally low (2.9 on a 0–10 scale), but higher in selected groups (redeployed, managers and working in psychiatry/addiction medicine). Backing from existing collegial and managerial structures and routines, such as discussions with colleagues and receiving updates and information from managers that listened and acted upon feedback, were found more helpful than external support mechanisms. Priority-setting guidelines were also helpful.Discussion:By including all medical specialties, nurses and physicians, and various institutions, the study provides information on how the COVID-19 mitigation also influenced those not directly involved in the COVID-19 treatment of patients. In the next stages of the pandemic response, support for healthcare professionals directly involved in outbreak-affected patients, those redeployed or those most impacted by mitigation strategies must be a priority.Conclusion:Empirical research of healthcare workers experiences under a pandemic are important to identify groups at risks and useful support mechanisms. (shrink)

This article theorizes the connection between political distrust and conspiracy theories through a post-political framework. Following Luc Boltanski’s focus on the critical capacities of ordinary actors, it builds on interviews with participants of the Yellow Vest Movement in France who hold conspiratorial views of Covid-19 and the vaccine. The article explores how the interviewees’ critique mirrors that of post-political theorists. In particular, I use Rancière’s notion of subjectification and politics to theorize how conspiracy theories function as a means of dissent (...) in the interviewees’ understanding of their experiences as well as in their own critique of and disillusionment with politics in France. As such, this article explores how political trust affected reactions to the pandemic, how political trust is interconnected with conspiracy theories and finally how such conspiracy theories can be viewed as biproducts of the post-political order. (shrink)

In their forthcoming article, Shavelson and colleagues (2023) identify a key ethical concern associated with medical aid-in-dying (MAiD) laws in the eleven US jurisdictions where the practice is le...

Hannah Arendt und Karl Jaspers – zwei herausragende Persönlichkeiten der Philosophiegeschichte des 20. Jahrhunderts, die eine vor allem politische Denkerin, der andere ursprünglich Mediziner und Psychologe, die beide mit den Erschütterungen der Welt und ihres persönlichen Lebens durch Nationalsozialismus und Zweiten Weltkrieg zurechtkommen mussten und dabei doch der Welt immer zugewandt blieben. Sie haben viele bedeutende Schriften hinterlassen, Denkansätze, deren Relevanz bis heute nicht nachgelassen hat.über beide ist viel geschrieben und geforscht worden – allein ihre sehr tiefe und besondere, fast (...) lebenslange Freundschaft, beginnend mit Arendts Studium bei Jaspers ab 1926, ist bislang seltsam unerforscht. Zwar ist der umfangreiche Briefwechsel ediert, es existiert jedoch keine einzige Monographie zum Thema. Diesem Umstand will das vorliegende Buch abhelfen. Ingeborg Gleichauf, Philosophin und Schriftstellerin, nähert sich der Beziehung von Arendt und Jaspers über die Beschäftigung mit den großen Fragen und Themen, die die beiden zeit ihres Lebens umtrieben und legt den Focus auf das über lange Zeiträume und große Distanzen nie versiegende Gespräch zwischen ihnen, ob persönlich oder in Briefen – auf den fruchtbaren, auch manchmal streitbaren, immer vertrauensvollen, von Neugier, Offenheit und Redlichkeit geprägten Austausch. (shrink)