Results for 'Susan Castro'

329 found
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  1. The Ambitious Idea of Kant's Corollary.Susan Castro - 2018 - In Violetta L. Waibel, Margit Ruffing & David Wagner (eds.), Natur und Freiheit. Akten des XII. Internationalen Kant-Kongresses. De Gruyter. pp. 1779-1786.
    Misrepresentations can be innocuous or even useful, but Kant’s corollary to the formula of universal law appears to involve a pernicious one: “act as if the maxim of your action were to become by your will a universal law of nature”. Humans obviously cannot make their maxims into laws of nature, and it seems preposterous to claim that we are morally required to pretend that we can. Given that Kant was careful to eradicate pernicious misrepresentations from theoretical metaphysics, the imperative (...)
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  2. The Method of Kant’s Groundwork of the Metaphysics of Morals: Establishing Moral Metaphysics as a Science.Susan V. H. Castro - 2006 - Dissertation, University of California, Los Angeles
    This dissertation concerns the methodology Kant employs in the first two sections of the Groundwork of the Metaphysics of Morals (Groundwork I-II) with particular attention to how the execution of the method of analysis in these sections contributes to the establishment of moral metaphysics as a science. My thesis is that Kant had a detailed strategy for the Groundwork, that this strategy and Kant’s reasons for adopting it can be ascertained from the Critique of Pure Reason (first Critique) and his (...)
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  3. Contradiction in motion: Hegel's organic concept of life and value.Susan Songsuk Hahn - 2007 - Ithaca, New York: Cornell University Press.
    In this analysis of one of the most difficult and neglected topics in Hegelian studies, Songsuk Susan Hahn tackles the status of contradiction in Hegel's ...
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  4. Democratic Obligations and Technological Threats to Legitimacy: PredPol, Cambridge Analytica, and Internet Research Agency.Alan Rubel, Clinton Castro & Adam Pham - 2021 - In Algorithms & Autonomy: The Ethics of Automated Decision Systems. Cambridge University Press: Cambridge University Press. pp. 163-183.
    ABSTRACT: So far in this book, we have examined algorithmic decision systems from three autonomy-based perspectives: in terms of what we owe autonomous agents (chapters 3 and 4), in terms of the conditions required for people to act autonomously (chapters 5 and 6), and in terms of the responsibilities of agents (chapter 7). -/- In this chapter we turn to the ways in which autonomy underwrites democratic governance. Political authority, which is to say the ability of a government to exercise (...)
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  5. Algorithms, Agency, and Respect for Persons.Alan Rubel, Clinton Castro & Adam Pham - 2020 - Social Theory and Practice 46 (3):547-572.
    Algorithmic systems and predictive analytics play an increasingly important role in various aspects of modern life. Scholarship on the moral ramifications of such systems is in its early stages, and much of it focuses on bias and harm. This paper argues that in understanding the moral salience of algorithmic systems it is essential to understand the relation between algorithms, autonomy, and agency. We draw on several recent cases in criminal sentencing and K–12 teacher evaluation to outline four key ways in (...)
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  6. Veritas in fabula ou imaginação e poesia do mundo em Descartes.Paulo Alexandre E. Castro - 2013 - In Centro de Filosofia Universidade de Lisboa (ed.), Poética da Razão. pp. 503-516.
    The role of imagination in Descartes. The critic of Sartre to the concept of image in Descartes.
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  7. Justification, Conversation, and Folk Psychology.Víctor Fernández Castro - 2019 - Theoria : An International Journal for Theory, History and Fundations of Science 34 (1):73-88.
    The aim of this paper is to offer a version of the so-called conversational hypothesis of the ontogenetic connection between language and mindreading (Harris 1996, 2005; Van Cleave and Gauker 2010; Hughes et al. 2006). After arguing against a particular way of understanding the hypothesis (the communicative view), I will start from the justificatory view in philosophy of social cognition (Andrews 2012; Hutto 2004; Zawidzki 2013) to make the case for the idea that the primary function of belief and desire (...)
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  8. Neanderthals as familiar strangers and the human spark: How the ‘golden years’ of Neanderthal research reopen the question of human uniqueness.Susan Peeters & Hub Zwart - 2020 - History and Philosophy of the Life Sciences 42 (3):1-26.
    During the past decades, our image ofHomo neanderthalensishas changed dramatically. Initially, Neanderthals were seen as primitive brutes. Increasingly, however, Neanderthals are regarded as basically human. New discoveries and technologies have led to an avalanche of data, and as a result of that it becomes increasingly difficult to pinpoint what the difference between modern humans and Neanderthals really is. And yet, the persistent quest for a minimal difference which separates them from us is still noticeable in Neanderthal research. Neanderthal discourse is (...)
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  9. What We Informationally Owe Each Other.Alan Rubel, Clinton Castro & Adam Pham - forthcoming - In Algorithms & Autonomy: The Ethics of Automated Decision Systems. Cambridge University Press: Cambridge University Press. pp. 21-42.
    ABSTRACT: One important criticism of algorithmic systems is that they lack transparency. Such systems can be opaque because they are complex, protected by patent or trade secret, or deliberately obscure. In the EU, there is a debate about whether the General Data Protection Regulation (GDPR) contains a “right to explanation,” and if so what such a right entails. Our task in this chapter is to address this informational component of algorithmic systems. We argue that information access is integral for respecting (...)
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  10. Inner Speech and Metacognition: a defense of the commitment-based approach.Víctor Fernández Castro - 2019 - Logos and Episteme: An International Journal of Epistemology (3):245-261.
    A widespread view in philosophy claims that inner speech is closely tied to human metacognitive capacities. This so-called format view of inner speech considers that talking to oneself allows humans to gain access to their own mental states by forming metarepresentation states through the rehearsal of inner utterances (section 2). The aim of this paper is to present two problems to this view (section 3) and offer an alternative view to the connection between inner speech and metacognition (section 4). According (...)
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  11. Love Thy Neighbour? Maybe Not.Susan T. Gardner - 2009 - In Eva Marsal, Takara Dobashi & Barbara Weber (eds.), Children Philosophize Worldwide: Theoretical and Practical Concepts. Peter Lang. pp. 421.
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  12. Experimentation on Analogue Models.Susan G. Sterrett - 2017 - In Springer handbook of model-based science (2017). Springer. pp. 857-878.
    Summary Analogue models are actual physical setups used to model something else. They are especially useful when what we wish to investigate is difficult to observe or experiment upon due to size or distance in space or time: for example, if the thing we wish to investigate is too large, too far away, takes place on a time scale that is too long, does not yet exist or has ceased to exist. The range and variety of analogue models is too (...)
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  13. Is there a Duty to Be a Digital Minimalist?Timothy Aylsworth & Clinton Castro - 2021 - Journal of Applied Philosophy 38 (4):662-673.
    The harms associated with wireless mobile devices (e.g. smartphones) are well documented. They have been linked to anxiety, depression, diminished attention span, sleep disturbance, and decreased relationship satisfaction. Perhaps what is most worrying from a moral perspective, however, is the effect these devices can have on our autonomy. In this article, we argue that there is an obligation to foster and safeguard autonomy in ourselves, and we suggest that wireless mobile devices pose a serious threat to our capacity to fulfill (...)
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  14. On the Duty to Be an Attention Ecologist.Tim Aylsworth & Clinton Castro - 2022 - Philosophy and Technology 35 (1):1-22.
    The attention economy — the market where consumers’ attention is exchanged for goods and services — poses a variety of threats to individuals’ autonomy, which, at minimum, involves the ability to set and pursue ends for oneself. It has been argued that the threat wireless mobile devices pose to autonomy gives rise to a duty to oneself to be a digital minimalist, one whose interactions with digital technologies are intentional such that they do not conflict with their ends. In this (...)
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  15. Factualism and Anti-descriptivism: a challenge to the materialist criterion of fundamentality.Víctor Fernandez Castro - 2022 - Organon F: Medzinárodný Časopis Pre Analytickú Filozofiu 29 (1):109-127.
    Inspired by the work of Sellars, Cumpa (2014, 2018) and Buonomo (2021) have argued that we can evaluate our metaphysical proposals on fundamental categories in terms of their capacity for reconciling the scientific and the manifest image of the world. This criterion of fundamentality would allow us to settle the question of which categories among those proposed in the debate—e.g., substance, structure or facts—have a better explanatory value. The aim of this essay is to argue against a central assumption of (...)
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  16. The Duty to Promote Digital Minimalism in Group Agents.Timothy Aylsworth & Clinton Castro - 2024 - In Kantian Ethics and the Attention Economy: Duty and Distraction. Palgrave Macmillan.
    In this chapter, we turn our attention to the effects of the attention economy on our ability to act autonomously as a group. We begin by clarifying which sorts of groups we are concerned with, which are structured groups (groups sufficiently organized that it makes sense to attribute agency to the group itself). Drawing on recent work by Purves and Davis (2022), we describe the essential roles of trust (i.e., depending on groups to fulfill their commitments) and trustworthiness (i.e., the (...)
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  17. Sisyphus and Climate Change: Educating in the Context of Tragedies of the Commons.Susan T. Gardner - 2021 - Philosophies 6 (1):4.
    The tragedy of the commons is a primary contributing factor in ensuring that humanity makes no serious inroads in averting climate change. As a recent Canadian politician pointed out, we could shut down the Canadian economy tomorrow, and it would make no measurable difference in global greenhouse gas emissions. When coordinated effort is required, it would seem that doing the “right thing” alone is irrational: it will harm oneself with no positive consequences as a result. Such is the tragedy. And (...)
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  18. Social Media, Emergent Manipulation, and Political Legitimacy.Adam Pham, Alan Rubel & Clinton Castro - 2022 - In Michael Klenk & Fleur Jongepier (eds.), The Philosophy of Online Manipulation. Routledge. pp. 353-369.
    Psychometrics firms such as Cambridge Analytica (CA) and troll factories such as the Internet Research Agency (IRA) have had a significant effect on democratic politics, through narrow targeting of political advertising (CA) and concerted disinformation campaigns on social media (IRA) (U.S. Department of Justice 2019; Select Committee on Intelligence, United States Senate 2019; DiResta et al. 2019). It is natural to think that such activities manipulate individuals and, hence, are wrong. Yet, as some recent cases illustrate, the moral concerns with (...)
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  19. Good-for-nothings.Susan Wolf - 2010 - Proceedings and Addresses of the American Philosophical Association 85 (2):47-64.
    Many academic works as well as many works of art are such that if they had never been produced, no one would be worse off. Yet it is hard to resist the judgment that some such works are good nonetheless. We are rightly grateful that these works were created; we rightly admire them, appreciate them, and take pains to preserve them. And the authors and artists who produced them have reason to be proud. This should lead us to question the (...)
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  20. The Frankenstein Paradigm: More than human, less than nothing.Paulo Alexandre E. Castro - 2021 - International Journal of English Literature and Social Sciences 6 (2):35-39.
    This paper begins with the examination of some premises of Mary Shelley's novel, Frankenstein or the Modern Prometheus, and briefly revisits some of the concepts or ideas that she had adapted and that will allow to determine the premises that characterize what we named as Frankenstein Paradigm. Such a paradigm, as we suggested, allows us to perceive, on the one hand, the avant-garde vision of Mary Shelley about human condition (regardless of literary immersion in gothic subjects), and on the other (...)
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  21. The autonomy defense of free speech.Susan Brison - 1998 - Ethics 108 (2):312-339.
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  22. Willing mothers: ectogenesis and the role of gestational motherhood.Susan Kennedy - 2020 - Journal of Medical Ethics 46 (5):320-327.
    While artificial womb technology is currently being studied for the purpose of improving neonatal care, I contend that this technology ought to be pursued as a means to address the unprecedented rate of unintended pregnancies. But ectogenesis, alongside other emerging reproductive technologies, is problematic insofar as it threatens to disrupt the natural link between procreation and parenthood that is normally thought to generate rights and responsibilities for biological parents. I argue that there remains only one potentially viable account of parenthood: (...)
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  23. Is there an Aesthetic Brain? A brief Essay on the Neuroaesthetic Quantification of beauty.Paulo Alexandre E. Castro - 2021 - In Joaquim Braga (ed.), eQVODLibet. Coimbra, Portugal: pp. 127-138.
    It is possible today to determine, with some precision (according to the most recent studies in neuroscience and evolutionary psychology), the areas of the brain and the neural networks involved when an individual contemplates art, when feeling pleasure, or when judging about aesthetic experience. However, many questions remain open. First, the philosophical question about the subjective nature of this kind of judgments. Then, what happens in the mind (or should it be said, in the brain?) of the beholder when contemplating (...)
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  24. The Shadow Side of Second-Person Engagement: Sin in Paul’s Letter to the Romans.Susan Grove Eastman - 2013 - European Journal for Philosophy of Religion 5 (4):125--144.
    This paper explores the characteristics of debilitating versus beneficial intersubjective engagements, by discussing the role of sin in the relational constitution of the self in Paul’s letter to the romans. Paul narrates ”sin’ as both a destructive holding environment and an interpersonal agent in a lethal embrace with human beings. The system of self-in-relation-to-sin is transactional, competitive, unidirectional, and domineering, operating implicitly within an economy of lack. Conversely, Paul’s account in romans of the divine action that moves persons into a (...)
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  25. Commentary on 'Inquiry is no mere conversation'.Susan T. Gardner - 2015 - Journal of Philosophy in Schools 2 (1):71-91.
    There is a long standing controversy in education as to whether education ought to be teacher- or student- centered. Interestingly, this controversy parallels the parent- vs. child-centered theoretical swings with regard to good parenting. One obvious difference between the two poles is the mode of communication. “Authoritarian” teaching and parenting strategies focus on the need of those who have much to learn to “do as they are told,” i.e. the authority talks, the child listens. “Non-authoritarian” strategies are anchored in the (...)
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  26. How Philosophy of Mind Can Shape the Future.Susan Schneider & Pete Mandik - 2018 - In Amy Kind (ed.), Philosophy of Mind in the Twentieth and Twenty-First Centuries: The History of the Philosophy of Mind, Volume 6. New York: Routledge. pp. 303-319.
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  27. Questioning to Hesitation, Rather Than Hesitating to Question: A Pragmatic Hermeneutic Perspective On Educational Inquiry.Susan T. Gardner - 2011 - Philosophy Study 1 (5):352-358.
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  28. Agency Laundering and Information Technologies.Alan Rubel, Clinton Castro & Adam Pham - 2019 - Ethical Theory and Moral Practice 22 (4):1017-1041.
    When agents insert technological systems into their decision-making processes, they can obscure moral responsibility for the results. This can give rise to a distinct moral wrong, which we call “agency laundering.” At root, agency laundering involves obfuscating one’s moral responsibility by enlisting a technology or process to take some action and letting it forestall others from demanding an account for bad outcomes that result. We argue that the concept of agency laundering helps in understanding important moral problems in a number (...)
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  29. Using Communal Inquiry as a Way of Increasing Group Cohesion in Soccer Teams.Alex Newby, Susan T. Gardner & Arthur Wolf - 2018 - Analytic Teaching and Philosophical Praxis 39 (1):34-45.
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  30. Class Politics and Cultural Politics.Susan Dieleman - 2019 - Pragmatism Today 10 (1):23-36.
    After the 2016 election of Donald Trump, many commentators latched on to the accusations Rorty levels at the American Left in Achieving Our Country. Rorty foresaw, they claimed, that the Left's preoccupation with cultural politics and neglect of class politics would lead to the election of a "strongman" who would take advantage of and exploit a rise in populist sentiment. -/- In this paper, I generally agree with these readings of Rorty; he does think that the American Left has made (...)
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  31. Ways of seeing films.Paulo Alexandre E. Castro - 2021 - Coimbra, Portugal: IEF.
    Contents Preface - ix -/- I. Scientific fiction movies: is there any place for God?! 1. A brief introduction about the birth of science fiction - 15 2. Religious beliefs vs Science Fiction - 18 3. Is there any place for God?! - 20 -/- II. The Village (M. Night Shyamalan) and The Giver (Phillip Noyce) or why utopia is (im)possible 1. Some utopian notions. Remembering Thomas More - 29 2. The Village and The Giver. Some remarks on ideal societies (...)
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  32. Estudios Latinos.Castro Blanco Elías (ed.) - 2012 - Bogotá: Universidad Libre.
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  33. After Macintyre: Critical Perspectives on the Work of Alasdair Macintyre.John Horton & Susan Mendus (eds.) - 1994 - Notre Dame, Ind.: University of Notre Dame Press.
    After MacIntyre contains original essays by leading moral and political philosophers who assess both the merits and limitations of Alasdair MacIntyre's work. Among the themes explored here are MacIntyre's historical arguments about the sources of the failure of modernity; the validity and relevance of his attempt to reinstate the ideas of Aristotle and Aquinas as central to any satisfactory moral understanding; the effectiveness of his critique of modern liberalism; and the adequacy of key concepts, such as tradition and practice, in (...)
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  34. Six Signs of Scientism.Susan Haack - 2012 - Logos and Episteme 3 (1):75-95.
    As the English word “scientism” is currently used, it is a trivial verbal truth that scientism—an inappropriately deferential attitude to science—should be avoided. But it is a substantial question when, and why, deference to the sciences is inappropriate or exaggerated. This paper tries to answer that question by articulating “six signs of scientism”: the honorific use of “science” and its cognates; using scientific trappings purely decoratively; preoccupation with demarcation; preoccupation with “scientific method”; looking to the sciences for answers beyond their (...)
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  35. What Should We Agree on about the Repugnant Conclusion?Stephane Zuber, Nikhil Venkatesh, Torbjörn Tännsjö, Christian Tarsney, H. Orri Stefánsson, Katie Steele, Dean Spears, Jeff Sebo, Marcus Pivato, Toby Ord, Yew-Kwang Ng, Michal Masny, William MacAskill, Nicholas Lawson, Kevin Kuruc, Michelle Hutchinson, Johan E. Gustafsson, Hilary Greaves, Lisa Forsberg, Marc Fleurbaey, Diane Coffey, Susumu Cato, Clinton Castro, Tim Campbell, Mark Budolfson, John Broome, Alexander Berger, Nick Beckstead & Geir B. Asheim - 2021 - Utilitas 33 (4):379-383.
    The Repugnant Conclusion served an important purpose in catalyzing and inspiring the pioneering stage of population ethics research. We believe, however, that the Repugnant Conclusion now receives too much focus. Avoiding the Repugnant Conclusion should no longer be the central goal driving population ethics research, despite its importance to the fundamental accomplishments of the existing literature.
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  36. Selling "The Reason Game".Susan T. Gardner - 2015 - Teaching Ethics 15 (1):129-136.
    There is a clear distinction between genuine and fraudulent reasoning. Being seduced by the latter can result in horrific consequences. This paper explores how we can arm ourselves, and others with the ability to recognize the difference between genuine and pseudo-reasoning, with the motivation to maintain an unbending commitment to follow the “impersonal” “norm-driven” rules of reason even in situations in which “non-reasonable” strategies appear to support short-term bests interests, and with the confidence that genuine reasoning is the best defense (...)
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  37. Physically Similar Systems: a history of the concept.Susan G. Sterrett - 2017 - In Magnani Lorenzo & Bertolotti Tommaso Wayne (eds.), Springer Handbook of Model-Based Science. Springer. pp. 377-412.
    The concept of similar systems arose in physics, and appears to have originated with Newton in the seventeenth century. This chapter provides a critical history of the concept of physically similar systems, the twentieth century concept into which it developed. The concept was used in the nineteenth century in various fields of engineering, theoretical physics and theoretical and experimental hydrodynamics. In 1914, it was articulated in terms of ideas developed in the eighteenth century and used in nineteenth century mathematics and (...)
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  38. Human Agency.Susan T. Gardner - 2017 - International Journal of Applied Philosophy 31 (2):207-216.
    Let us suppose that we accept that humans can be correctly characterized as agents. Let us further presume that this capacity contrasts with most non-human animals. Thus, since agency is what uniquely constitutes what it is to be human, it must be of supreme importance. If these claims have any merit, it would seem to follow that, if agency can be nurtured through education, then it is an overarching moral imperative that educational initiatives be undertaken to do that. In this (...)
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  39. Teaching children to think ethically.Susan T. Gardner - 2012 - Analytic Teaching and Philosophical Praxis 32 (2):75-81.
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  40. A dialogue in support of social justice.Susan T. Gardner & Daniel J. Anderson - 2019 - Praxis and Saber 10 (21):215-233.
    There are kinds of dialogue that support social justice and others that do the reverse. The kinds of dialogue that support social justice require that anger be bracketed and that hiding in safe spaces be eschewed. All illegitimate ad hominem/ad feminem attacks are ruled out from the get-go. No dialogical contribution can be down-graded on account of the communicator’s gender, race, or religion. As well, this communicative approach unapologetically privileges reason in full view of theories and strategies that might seek (...)
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  41. Does philosophy kill culture?Susan T. Gardner & Jason Chen - 2020 - Journal of Philosophy in Schools 7 (1):4.
    Given that one of the major goals of the practice of Philosophy for Children (P4C) is the development of critical thinking skills (Sharp 1987/2018, pp. 4 6), an urgent question that emerged for one of the authors, who is of Chinese Heritage and a novice practitioner at a P4C summer camp was whether this emphasis on critical thinking might make this practice incompatible with the fabric of Chinese culture. Filial piety (孝), which requires respect for one’s parents, elders, and ancestors (...)
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  42. Kantian Ethics and the Attention Economy.Timothy Aylsworth & Clinton Castro - 2024 - Palgrave Macmillan.
    In this open access book, Timothy Aylsworth and Clinton Castro draw on the deep well of Kantian ethics to argue that we have moral duties, both to ourselves and to others, to protect our autonomy from the threat posed by the problematic use of technology. The problematic use of technologies like smartphones threatens our autonomy in a variety of ways, and critics have only begun to appreciate the vast scope of this problem. In the last decade, we have seen (...)
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  43. The Politicis of Social Epistemology.Susan Dieleman, María G. Navarro & Elisabeth Simbürger - 2015 - In James H. Collier (ed.), The Future of Social Epistemology: A Collective Vision. New York: Rowman & Littlefield International. pp. 55-64.
    The Future of Social Epistemology: A Collective Vision sets an agenda for exploring the future of what we – human beings reimagining our selves and our society – want, need and ought to know. The book examines, concretely, practically and speculatively, key ideas such as the public conduct of philosophy, models for extending and distributing knowledge, the interplay among individuals and groups, risk taking and the welfare state, and envisioning people and societies remade through the breakneck pace of scientific and (...)
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  44. Ugly Laws.Susan Schweik & Robert A. Wilson - 2015 - Eugenics Archives.
    So-called “ugly laws” were mostly municipal statutes in the United States that outlawed the appearance in public of people who were, in the words of one of these laws, “diseased, maimed, mutilated, or in any way deformed, so as to be an unsightly or disgusting object” (Chicago City Code 1881). Although the moniker “ugly laws” was coined to refer collectively to such ordinances only in 1975 (Burgdorf and Burgdorf 1975), it has become the primary way to refer to such laws, (...)
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  45. Turing's two tests for intelligence.Susan G. Sterrett - 1999 - Minds and Machines 10 (4):541-559.
    On a literal reading of `Computing Machinery and Intelligence'', Alan Turing presented not one, but two, practical tests to replace the question `Can machines think?'' He presented them as equivalent. I show here that the first test described in that much-discussed paper is in fact not equivalent to the second one, which has since become known as `the Turing Test''. The two tests can yield different results; it is the first, neglected test that provides the more appropriate indication of intelligence. (...)
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  46. Kites, models and logic: Susan Sterrett investigates models in Wittgenstein's world.Susan G. Sterrett - 2008/9 - Interview About Book for SimplyCharly.Com.
    This is the text of Dr. Sterrett's replies to an interviewer's questions for simplycharly.com, a website with interviews by academics on various authors, philosophers, and scientists.
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  47. Enkinaesthesia: the fundamental challenge for machine consciousness.Susan A. J. Stuart - 2011 - International Journal of Machine Consciousness 3 (1):145-162.
    In this short paper I will introduce an idea which, I will argue, presents a fundamental additional challenge to the machine consciousness community. The idea takes the questions surrounding phenomenology, qualia and phenomenality one step further into the realm of intersubjectivity but with a twist, and the twist is this: that an agent’s intersubjective experience is deeply felt and necessarily co-affective; it is enkinaesthetic, and only through enkinaesthetic awareness can we establish the affective enfolding which enables first the perturbation, and (...)
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  48. The central system as a computational engine.Susan Schneider - unknown
    The Language of Thought program has a suicidal edge. Jerry Fodor, of all people, has argued that although LOT will likely succeed in explaining modular processes, it will fail to explain the central system, a subsystem in the brain in which information from the different sense modalities is integrated, conscious deliberation occurs, and behavior is planned. A fundamental characteristic of the central system is that it is “informationally unencapsulated” -- its operations can draw from information from any cognitive domain. The (...)
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  49. Just Machines.Clinton Castro - 2022 - Public Affairs Quarterly 36 (2):163-183.
    A number of findings in the field of machine learning have given rise to questions about what it means for automated scoring- or decisionmaking systems to be fair. One center of gravity in this discussion is whether such systems ought to satisfy classification parity (which requires parity in accuracy across groups, defined by protected attributes) or calibration (which requires similar predictions to have similar meanings across groups, defined by protected attributes). Central to this discussion are impossibility results, owed to Kleinberg (...)
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  50. Egalitarian Machine Learning.Clinton Castro, David O’Brien & Ben Schwan - 2023 - Res Publica 29 (2):237–264.
    Prediction-based decisions, which are often made by utilizing the tools of machine learning, influence nearly all facets of modern life. Ethical concerns about this widespread practice have given rise to the field of fair machine learning and a number of fairness measures, mathematically precise definitions of fairness that purport to determine whether a given prediction-based decision system is fair. Following Reuben Binns (2017), we take ‘fairness’ in this context to be a placeholder for a variety of normative egalitarian considerations. We (...)
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