Artificial intelligence (AI) is increasingly relied upon by clinicians for making diagnostic and treatment decisions, playing an important role in imaging, diagnosis, risk analysis, lifestyle monitoring, and health information management. While research has identified biases in healthcare AI systems and proposed technical solutions to address these, we argue that effective solutions require human engagement. Furthermore, there is a lack of research on how to motivate the adoption of these solutions and promote investment in designing AI systems that align with values (...) such as transparency and fairness from the outset. Drawing on insights from psychological theories, we assert the need to understand the values that underlie decisions made by individuals involved in creating and deploying AI systems. We describe how this understanding can be leveraged to increase engagement with de-biasing and fairness-enhancing practices within the AI healthcare industry, ultimately leading to sustained behavioral change via autonomy-supportive communication strategies rooted in motivational and social psychology theories. In developing these pathways to engagement, we consider the norms and needs that govern the AI healthcare domain, and we evaluate incentives for maintaining the status quo against economic, legal, and social incentives for behavior change in line with transparency and fairness values. (shrink)

In this study, I examine the institutional model of data science as a nascent profession undergoing an occupational founding phase. Drawing on interviews with sixty data scientists, senior managers, and professors from Israel as well as observations at the local professional community’s events, I argue that data scientists endorse an open institutional model, upholding largely internet-based institutions focusing on knowledge sharing, networking, and collaboration. This model grants data scientists expertise, autonomy, and authority vis-à-vis clients, employers, and states; provides them with (...) continued credentialing independent of employing organizations; encourages the wide entry of new members; and helps them deal with the accelerated temporality of their field. This open model enables an omnivorous spreading of data science expertise and is used to challenge professionalization as an occupational-institutional model in other professions. Still, this model faces many challenges. (shrink)

This paper outlines a critical, textual approach for the analysis of the relationship between different actors in information technology (IT) production, and further concretizes the approach in the analysis of the role of users in the open source software (OSS) development literature. Central concepts of the approach are outlined. The role of users is conceptualized as reader involvement aiming to contribute to the configuration of the reader (to how users and the parameters for their work practices are defined in OSS (...) texts). Afterwards, OSS literature addressing reader involvement is critically reviewed. In OSS context, the OSS writers as readers configure the reader and other readers are assumed to be capable of and interested in commenting the texts. A lack of OSS research on non-technical reader involvement is identified. Furthermore, not only are the OSS readers configured, but so are OSS writers. In OSS context while writers may be empowered, this clearly does not apply to the non-technical OSS readers. Implication for research and practice are discussed. (shrink)

Physicians have an ethical responsibility to their patients to offer the best available medical care. This responsibility conflicts with their role as gatekeepers of the limited health care resources available for all patients collectively. It is ethically untenable to expect doctors to face this trade-off during each patient encounter; the physician cannot be expected to compromise the wellbeing of the patient in the office in favour of anonymous patients elsewhere. Hence, as in other domains of public policy where individual and (...) collective interests conflict, some form of collective solution is required. Collective solutions may take the form of placing explicit resource constraints on resources available to physicians, or clinical practice guidelines that recognise cost-effective care as acceptable. Such solutions will be politically and ethically sustainable only if patients as citizens of the larger population accept the need for rationing of limited resources in health care. (shrink)

In Group Psychology and the Analysis of the Ego Freud addresses the problem of how groups are formed or of how society is possible. The question of the possibility of society presupposes that in some sense human beings are not thoroughly social beings, that they must agree to or be made to participate in a common life in which they submit to general principles regulating their conduct towards one another. The notion that the grounds for social order cannot be taken (...) for granted originates in the beginnings of modern thought, particularly in Hobbes’ Leviathan, in which the classical idea that human beings are essentially social and political animals is rejected in favor of the view that the individual is in a basic sense independent of society and opposed to it, and that society is merely a conventional unity. For Hobbes, society is primarily a defensive alliance guaranteed by fear of a sovereign who constitutes a legal order. Social order, then, is imposed externally on the individual, who submits to regulation only on the basis of prudence. The history of thought about the problem of order after Hobbes’ initial attempt to resolve it is a development of more refined motives for obedience, which culminates in Kant's notion of a self-legislated moral law. The importance of Kant's solution is that it provides a positive ground for society. Human beings do not merely submit to standards because they are inclined to, either out of fear or out of desire, but because they acknowledge a rational principle to which they give their voluntary assent. For Hobbes, society is at least an imposition and at most an expedient. For Kant, society may, indeed, be both an imposition and an expedient, but it is also an order of life that might be perfected. In Kant's view, human beings are imperfectly rational beings, not organisms entirely ruled by pleasure and pain, as they were for Hobbes. (shrink)

In the following paper, Annemiek Richters of the University of Leiden in the Netherlands addresses the dilemmas faced by health professionals who are asked to evaluate and provide supporting documentation for those refugees who seek political asylum in the countries of Europe. It is in the politically charged arena of asylum applications, government regulations, and public policy where bioethics, human rights, and health converge. Despite the 1951 Convention on Refugees, a treaty signed by nations around the world to safeguard the (...) rights of those who are displaced, and other treaties that protect the rights of vulnerable populations, refugee and asylum policies have become increasingly strict in an effort to deter those who would seek safety. This tightening of borders in the countries of the West challenges physicians who find themselves caught between obligations to treat, to advocate, and to challenge policies that make treatment a potentially dangerous proposition. Unfortunately, the World Trade Center attacks have exacerbated the problem by labeling asylees and refugees as potential terrorists and subject to deportation. (shrink)

Critical explorations of the key thinkers in the New World. Intersecting biography and history, individual monographs in New World Perspectives examine the central intellectual vision of leading contributors to politics, culture and society.

From the beginning of the scientific revolution, scientists, philosophers, and laypersons have been concerned about the effects of knowledge on social relations. Although views differ about the details of this knowledge-society interface, most observers have understood that the kind of knowledge that emanates from establishedscience can indeed be quite powerful in practice. In exploring both the nature of race science discourse and selected features of the practical context within which it resonates effectively, the authors' investigationsof this field and its contribution (...) to the Holocaust represent an effort to specify some of the things that make knowledge powerful. (shrink)

This paper explores Benjamin’s and Adorno’s materialist critique of the philosophy of history as a metaphysical fiction which harbors and shields the barbarism at the heart of culture. Each undertakes a radical critique of ontological, future-oriented notions of temporality and history, proposing instead a political understanding oriented to the past for the sake of the present or, more precisely, for the sake of actively resisting the persistent barbarism. The more culture insists on its progress beyond barbarism, the more it claims (...) to have overcome the past, the more insidious and invidious are its forms of oppression. I follow the consequences of Benjamin’s emphasis on the nihilism constitutive of philosophy of history by analyzing his claim that even the dead are not safe from the threat of annihilation. Second, I argue that Adorno’s radical critique of a culture and politics oriented toward the future, or rather to overcoming the past, constitutes an active resistance to the insidious barbarism at the heart of democracy. (shrink)

In the first chapter of my book Tradition and Originality in Plautus: Studies of the Amatory Motifs in Plautine Comedy, I have expressed the view that mythological hyperboles in which the Comic character asserts his superiority in one respect or another to a mythological hero, far from being a product of Plautus' own imagination, as suggested by E. Fraenkel, are a specifically Greek element, adapted by Plautus from his originals. Here I should like to draw attention to one particular aspect (...) of the pattern of thought in question, not dealt with in my book, which reinforces my argument and further underlines the traditional framework of which this pattern forms part. (shrink)

We provide a new interpretation of Zeno’s Paradox of Measure that begins by giving a substantive account, drawn from Aristotle’s text, of the fact that points lack magnitude. The main elements of this account are (1) the Axiom of Archimedes which states that there are no infinitesimal magnitudes, and (2) the principle that all assignments of magnitude, or lack thereof, must be grounded in the magnitude of line segments, the primary objects to which the notion of linear magnitude applies. Armed (...) with this account, we are ineluctably driven to introduce a highly constructive notion of (outer) measure based exclusively on the total magnitude of potentially infinite collections of line segments. The Paradox of Measure then consists in the proof that every finite or potentially infinite collection of points lacks magnitude with respect to this notion of measure. We observe that the Paradox of Measure, thus understood, troubled analysts into the 1880’s, despite their knowledge that the linear continuum is uncountable. The Paradox was ultimately resolved by Borel in his thesis of 1893, as a corollary to his celebrated result that every countable open cover of a closed line segment has a finite sub-cover, a result he later called the “First Fundamental Theorem of Measure Theory.” This achievement of Borel has not been sufficiently appreciated. We conclude with a metamathematical analysis of the resolution of the paradox made possible by recent results in reverse mathematics. (shrink)

Spinoza's heritage has been occluded by his incorporation into the single, western, philosophical canon formed and enforced by theologico-political condemnation, and his heritage is further occluded by controversies whose secular garb shields their religious origins. By situating Spinoza's thought in a materialist Aristotelian tradition, this book sheds new light on those who inherit Spinoza's thought and its consequences materially and historically rather than metaphysically. By focusing on Marx, Benjamin, and Adorno, Idit Dobbs-Weinstein explores the manner in which Spinoza's radical (...) critique of religion shapes materialist critiques of the philosophy of history. Dobbs-Weinstein argues that two radically opposed notions of temporality and history are at stake for these thinkers, an onto-theological future-oriented one and a political one oriented to the past for the sake of the present or, more precisely, for the sake of actively resisting the persistent barbarism at the heart of culture. (shrink)

For both its enthusiastic adherents as well as its more generous opponents, liberalism commands considerable ethical appeal but at a price. And that price is its lack of systematic integrity or coherence. The charm of its ethical appeal stems from the great values which it celebrates. But for many these very values seem fatally incommensurable, seem to be forever colliding with and thwarting one another. As Isaiah Berlin has never tired of reminding us, liberty and equality continue to defy our (...) best efforts to reconcile them, to weave them together in some kind of orderly and compelling way. Liberalism, in other words, is flawed, if not tragically flawed. For those who nevertheless remain charmed by its ethical appeal, the tragedy of the incommensurability of its basic values is disappointing and disturbing. (shrink)

Mark Weinstein; Creativity and Discovery, Journal of Philosophy of Education, Volume 27, Issue 2, 30 May 2006, Pages 275–280, https://doi.org/10.1111/j.1467-975.

The paper explores the work of four contemporary theorists of educational reform, following deep currents in epistemology and the theory of rationality. An examination of the positions yields a controversial epistemological conclusion which promotes the examination of philosophical issues relevant to education and the modernist/postmodernist debate.

This paper discusses Spinoza's critique of religion as a visible moment of a radically occluded materialist Judeo-Arabic Aristotelian philosophical tradition. While the prevailing (Christo-Platonic) tradition begins with the familiar gesture to metaphysics as first philosophy, Spinoza's thought (and thus, this Other Tradition) takes politics as its point of departure with its concrete emphasis on a critique of dogma. This paper will show-by way of differing readings of Spinoza-how this materialist tradition becomes occluded by the prevailing tradition, even in the work (...) of such careful materialist Spinoza commentators as Etienne Balibar. (shrink)

This paper examines the undervalued role of Herbert Spencer in Sidgwick's thinking. Sidgwick recognized Spencer's utilitarianism, but criticized him on the ground that he tried to deduce utilitarianism from evolutionary theory. In analysing these criticisms, this paper concludes that Spencer's deductive methodology was in fact closer to Sidgwick's empiricist position than Sidgwick realized. The real source of Sidgwick's unhappiness withSpencer lies with the substance of Spencer's utilitarianism, namely its espousal of indefeasible moral rights.

A cursory review of studies of Spinoza’s thought discloses that diverse and often opposed religious, philosophical, historical, even literary traditions have claimed and disclaimed his debt to them as well as theirs to him. A Jewish, Christian, pantheist, and atheist Spinoza vies with a rationalist and a mystic, a realist and a nominalist, an analytic and a continental, an historicist and an a-historical one. And this list is far from exhaustive of the dazzling array of further, nuanced debates and interpretations (...) within each tradition. The irony exhibited by the history of Spinoza scholarship is especially poignant insofar as the debates and controversies surrounding his thought are rather heated or affective, this in relation to a thinker who strove to control, circumscribe, and transform the passions by the intellect. Following Spinoza’s motto caute, I shall attempt to evade the fray by disclaiming the possibility of a definitive interpretation not only because it is premature, but also and especially because I believe that Spinoza’s writings deliberately resist direct appropriation and translation into philosophically “respectable” language. In addition, while it is possible to identify Spinoza’s very few, explicit successors, e.g., Schelling, Lessing, Hölderlin, Hegel, and Nietzsche, it is exceedingly difficult to limit the list of his predecessors for two main reasons: he is both reticent to name and misleading in naming his predecessors—the latter only in the sense that he is sooner ready to identify an adversarial position than to acknowledge debt to the same thinker in other respects; and Spinoza’s debt to his varied predecessors is neither consistent nor systematic, for his diverse discussions are informed by different considerations, positions, and thinkers, at times only in a negative way. In fact, one of the common problems characterizing contemporary Spinoza scholarship is the resolve to ignore or dismiss the significance of such “negative” influences. For these reasons alone, we should be wary of attempts to systematize Spinoza’s thought or to regard him as a system builder, despite such attempts by his late-eighteenth and nineteenth century disciples, especially Schelling and Hegel. But, in addition, in the Tractatus de Intellectus Emendatione, Spinoza cautions the reader to refrain from judgments concerning the truth or falsity of philosophical discussions on the basis of some paradoxical statements. (shrink)

This book shows that Maimonides and St. Thomas reached strikingly similar conclusions regarding the limits of reason and that these limits, in turn, show the dimensions of philosophical understanding.

The thesis investigates the philosophical dimension of providence as the manifestation of human perfection in the thought of Moses Maimonides and St. Thomas Aquinas. In contrast to most studies of providence, which question the possibility of affirming human freedom in the light of divine knowledge, the thesis examines the function of providence in human existence. I argue that principally the concept becomes intelligible only if God is understood as providens rather than praevidens, since, for both Maimonides and Aquinas, understanding the (...) ontological and noetic aspects comprising man's relation to providence is a prerequisite to apprehending the nature of divine knowledge. ;In addressing not only the Guide of the Perplexed and the Summa Theologiae but also biblical and philosophical commentaries, I both explore Maimonides' and Aquinas' philosophical hermeneutics and address the question of the consistency and coherence of their works. ;The thesis examines the full scope of the relations between providence and human perfection in order to demonstrate that the rational assent consequent upon intellectual pursuit is the condition for human perfection. Moreover, I attempt to demonstrate that although the first principle informing their metaphysics is a creator and provident God, neither Maimonides nor Aquinas base their accounts of human perfection upon unexamined assent to revelation. Rather, insisting upon the unity and universality of truth, both thinkers strive to establish truths known through revelation by means of demonstration, or of probable reasoning in subjects wherein the former methods' cannot be applied. ;In conclusion, I demonstrate why the recognition of the limitations of demonstrative reasoning is the condition for intellectual perfection, or active participation in providence, rather than a passive resignation to an unknowable providential order. In fact, I argue that participative activity--the manifestation of the proper understanding of providence--is an ethical activity characterized by excess and hence, that it is true imitatio Dei. (shrink)

The works of Gersonides encompass science, philosophy, and biblical exegesis. The majority of the philosophical writings are constituted by supercommentaries on Averroes’s commentaries on Aristotle’s works, whereas his magnum opus, The Wars of the Lord, encompasses all three genres. Since these works engage his preeminent predecessors, Maimonides and Averroes, and since Gersonides explains the motivation to composing the Wars as a concern for human flourishing, the absence of a supercommentary on the Nicomachean Ethics is striking.The Virtue Ethics of Levi Gersonides (...) is a bold attempt to provide an account of Gersonides’s ethics as a significant departure from his preeminent... (shrink)