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An epistemic account of constitutive relevance lists the criteria by which scientists can identify the components of mechanisms in empirical practice. Three prominent claims from Craver form a promising basis for an account. First, constitutive relevance is established by means of interlevel experiments. Second, interlevel experiments are executions of interventions. Third, there is no interlevel causation between a mechanism and its components. Currently, no account on offer respects all three claims. I offer my causal situationist account of constitutive relevance that (...) respects the claims. By situating a part of a mechanism on the causal chain between the mechanism’s input and output, components can be identified with interventions, without the interventions suggesting interlevel causation. The causal situationist account is the only account on offer so far that clearly fits within Craver’s framework. (shrink)

Under what conditions does machine learning (ML) model opacity inhibit the possibility of explaining and understanding phenomena? In this article, I argue that nonepistemic values give shape to the ML opacity problem even if we keep researcher interests fixed. Treating ML models as an instance of doing model-based science to explain and understand phenomena reveals that there is (i) an external opacity problem, where the presence of inductive risk imposes higher standards on externally validating models, and (ii) an internal opacity (...) problem, where greater inductive risk demands a higher level of transparency regarding the inferences the model makes. (shrink)

Relational quantum mechanics (RQM) is an interpretation of quantum mechanics based on the idea that quantum states do not describe an absolute property of a system but rather a relationship between systems. There have recently been some criticisms of RQM pertaining to issues around intersubjectivity. In this article, we show how RQM can address these criticisms by adding a new postulate which requires that all of the information possessed by a certain observer is stored in physical variables of that observer (...) and thus is accessible by measurement to other observers. This makes it possible for observers to reach intersubjective agreement about quantum events that have occurred in the past. We suggest a possible ontology for a version of RQM employing this postulate; this ontology upholds the principle that quantum states are always relational, but it also postulates a set of quantum events that are not strictly relational. We show that the new postulate helps address the preferred basis problem in RQM. (shrink)

It's well-known that Kant believed that intuition was central to an account of mathematical knowledge. What that role is and how Kant argues for it are, however, still open to debate. There are, broadly speaking, two tendencies in interpreting Kant's account of intuition in mathematics, each emphasizing different aspects of Kant's general doctrine of intuition. On one view, most recently put forward by Michael Friedman, this central role for intuition is a direct result of the limitations of the syllogistic logic (...) available to Kant. On this view, Kant's reasons for introducing intuition are taken to be logical or mathematical, rather than philosophical. The other tendency, which I shall try to develop here, emphasizes an epistemological or phenomenological role for intuition in mathematics arising out of what may loosely be called Kant's ‘antiformalism.’This paper, which focuses specifically on the case of geometry, falls into two parts. First, I consider Kant's discussion of intuition in the Metaphysical Exposition of the concept of space. (shrink)

Disturbances to one's sense of self, the feeling that one has ‘lost a part of oneself’ or that one ‘no longer feels like oneself,’ are frequently recounted throughout the bereavement literature. Engaging Allan Køster's important contribution to this issue, this article reinforces his suggestion that, by rupturing the existential texture of self-familiarity, bereavement can result in experiences of estrangement that can be meaningfully understood according to the concept of self-alienation. Nevertheless, I suggest that whilst Køster's relational interpretation of alienation as (...) the withdrawal of heteronomy can be applied to the experience of world-collapse in bereavement, what sets bereavement apart from other limit situations is the fact that it involves an intersubjective relation between the living and the dead. In contrast to Køster, therefore, I suggest that the experience of self-alienation that is distinctive to bereavement results from the fact that the bereaved is exposed to, and co-opted by, the absolute alterity of death itself. (shrink)

Coregulation refers to the process by which relationship partners form a dyadic emotional system involving an oscillating pattern of affective arousal and dampening that dynamically maintains an optimal emotional state. Coregulation may represent an important form of interpersonal emotion regulation, but confusion exists in the literature due to a lack of precision in the usage of the term. We propose an operational definition for coregulation as a bidirectional linkage of oscillating emotional channels between partners, which contributes to emotional stability for (...) both partners. We propose several distinctions and raise unanswered questions that will need to be addressed in order to understand the relevance of coregulation for well-being in adulthood. (shrink)

Competition among scientists for funding, positions and prestige, among other things, is often seen as a salutary driving force in U.S. science. Its effects on scientists, their work and their relationships are seldom considered. Focus-group discussions with 51 mid- and early-career scientists, on which this study is based, reveal a dark side of competition in science. According to these scientists, competition contributes to strategic game-playing in science, a decline in free and open sharing of information and methods, sabotage of others’ (...) ability to use one’s work, interference with peer-review processes, deformation of relationships, and careless or questionable research conduct. When competition is pervasive, such effects may jeopardize the progress, efficiency and integrity of science. (shrink)

I argue that ML models used in science function as highly idealized toy models. If we treat ML models as a type of highly idealized toy model, then we can deploy standard representational and epistemic strategies from the toy model literature to explain why ML models can still provide epistemic success despite their lack of similarity to their targets.

This paper explores the practice of rewilding and its implications for environmental aesthetic values, qualities and experiences. First, we consider the temporal dimensions of rewilding in regard to the emergence of particular aesthetic qualities over time, and our aesthetic appreciation of these. Second, we discuss how rewilding potentially brings about difficult aesthetic experiences, such as the unscenic and the ugly. Finally, we make progress in critically understanding how rewilding may be understood as a distinctive form of ecological restoration, while resisting (...) the assimilation of rewilding into wilderness discourses. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Kant on the Method of MathematicsEmily Carson1. INTRODUCTIONThis paper will touch on three very general but closely related questions about Kant’s philosophy. First, on the role of mathematics as a paradigm of knowledge in the development of Kant’s Critical philosophy; second, on the nature of Kant’s opposition to his Leibnizean predecessors and its role in the development of the Critical philosophy; and finally, on the specific role of intuition (...) in Kant’s philosophy of mathematics. One of the points that I want to make is that recognizing the importance of these first two issues is essential to giving an adequate account of the third. That is, only by appreciating how Kant uses the example of mathematical knowledge, and in particular the objections he had to previous accounts of such knowledge, can we understand the philosophical role that he ascribes to intuition in his own account of mathematics.I don’t propose to explain the details of Kant’s philosophy of mathematics, but rather to compare his views on mathematics in the pre-Critical Prize Essay of 1764 to those of the Critique of Pure Reason, with the aim of showing how Kant’s doctrine of construction in pure intuition arises out of a combination of two factors: first, his attempt to ground the distinction between the respective methods of mathematics and philosophy, and second, his concern to defend the reality of mathematical knowledge against the views of those he called ‘the metaphysicians.’ The first factor demands an account of the certainty of mathematics, the second requires an account of its content. I shall argue that there is a possible conflict between Kant’s accounts of these features in the Prize Essay, a possibility which is finally ruled out only by means of the Critical doctrine of pure intuition. So I hope to show that there is a significant philosophical role for intuition in Kant’s account of mathematical knowledge (over and above the more logical role attributed to it on readings [End Page 629] such as those of Friedman, Beth, and Hintikka1) in reconciling the content of mathematics and its certainty.2. THE MATHEMATICIANS VS. THE METAPHYSICIANSThroughout his early writings, Kant appealed to the evidence and certainty of mathematics; his attitude towards metaphysics, however, underwent a dramatic shift. In the Physical Monadology of 1756, Kant asked how metaphysics and geometry can be united,[f] or the former peremptorily denies that space is infinitely divisible, while the latter, with its usual certainty, asserts that it is infinitely divisible. Geometry contends that empty space is necessary for free motion, while metaphysics hisses the idea off the stage. Geometry holds universal attraction or gravitation to be hardly explicable by mechanical causes but shows that it derives from the forces which are inherent in bodies at rest and which act at a distance, whereas metaphysics dismisses the notion as an empty delusion of the imagination [1:475–6].2He attempted in this work to reconcile the respective positions of metaphysics and geometry regarding infinite divisibility, thereby demonstrating that “it is neither the case that the geometer is mistaken nor that the opinion to be found among metaphysicians deviates from the truth” [1:480]. But in a series of works from 1762–3, Kant reveals a markedly different attitude towards metaphysics. For example, in “The only possible argument in support of a demonstration of the existence of God,” Kant says:the mania for method and the imitation of the mathematician, who advances with a sure step along a well-surfaced road, have occasioned a large number of such mishaps on the slippery ground of metaphysics. These mishaps are constantly before one’s eyes, but there is little hope that people will be warned by them, or that they will learn to be more circumspect as a result [2:71].In contrast, Kant describes the geometer as uncovering “with the greatest certainty” the most secret properties of that which is extended [2:70]. But the less conciliatory attitude to metaphysics comes out most clearly in Kant’s actual procedure in “The only possible argument.” In the Seventh Reflection, he presents an attempt to explain the origin of... (shrink)

People are increasingly subject to algorithmic decisions, and it is generally agreed that end-users should be provided an explanation or rationale for these decisions. There are different purposes that explanations can have, such as increasing user trust in the system or allowing users to contest the decision. One specific purpose that is gaining more traction is algorithmic recourse. We first pro- pose that recourse should be viewed as a recommendation problem, not an explanation problem. Then, we argue that the capability (...) approach provides plausible and fruitful ethical standards for re- course. We illustrate by considering the case of diversity constraints on algorithmic recourse. Finally, we discuss the significance and implications of adopting the capability approach for algorithmic recourse research. (shrink)

Standpoint epistemology has been linked with increasing calls for deference to the socially marginalized. As we understand it, deference involves recognizing someone else as better positioned than we are, either to investigate or to answer some question, and then accepting their judgment as our own. We connect contemporary calls for deference to old objections that standpoint epistemology wrongly reifies differences between groups. We also argue that while deferential epistemic norms present themselves as a solution to longstanding injustices, habitual deference prevents (...) the socially dominant from developing for themselves the skills necessary to expand their capacity for empathy, to deftly probe for evidence, and to ask critical questions. Consequently, we argue that standpoint epistemology must be understood as calling for inclusion, not deference. (shrink)

Despite frequent calls by players, managers and fans, FIFA's resistance to the implementation of goal-line technology (GLT) has been well documented in national print and online media as well as FIFA's own website. In 2010, FIFA president Sepp Blatter outlined eight reasons why GLT should not be used in football. The reasons given by FIFA can be broadly separated into three categories; those dealing with the nature and value of the game of football, those related to issues of justice, and (...) those concerned with the practical implementation of GLT. This paper intends to evaluate these eight reasons in order to assess whether there are, indeed, any good arguments against GLT in football. (shrink)

The question of authenticity centers in the lives of women of color to invite and restrict their representative roles. For this reason, Gayatri Chakravorty Spivak and Uma Narayan advocate responding with strategic essentialism. This paper argues against such a strategy and proposes an epistemic understanding of the question of authentic- ity. The question stems from a kernel of truth—the connection between experience and knowledge. But a coherence theory of knowledge better captures the sociality and the holism of experience and knowledge.

In Cohen’s vision of the just society, there would be no need for unequalizing incentives so as to benefit the least well-off; instead, people would be motivated by an egalitarian ethos to work hard and in the most socially productive jobs. As such, Cohen appears to offer a way to mitigate the trade-off of equality for efficiency that often characterizes theorizing about distributive justice. This article presents an egalitarian challenge to Cohen’s vision of the just society. I argue that a (...) society where all internalized the egalitarian ethos would be one lacking equal respect among its members, in which certain groups lacked the grounds of self-respect. Section 1 defends equal respect and a form of equality of self-respect as values with broad-based appeal to egalitarians, and argues that a particular form of hierarchy would undermine both equal respect and the grounds of self-respect. Sections 2 and 3 reveal that just such a hierarchy would emerge in a society in which all had internalized the egalitarian ethos, in the case of both carers and the untalented. Thus, Cohen’s proposed society is shown to fail to unite equality and efficiency. Instead, Cohen’s society would be characterized by a lack of equality. (shrink)

It is widely conceded by liberals that institutions alone are insufficient to ensure that citizens behave in the ways required for a liberal state to flourish, be stable, or function at all. A popular solution proposes cultivating virtues in order to secure the desired behaviours of citizens, where institutions alone would not suffice. A range of virtues are proposed to fill a variety of purported gaps in the liberal political order. Some appeal to virtues in order to secure state stability; (...) Rawls, for instance, claims that ‘citizens must have a sense of justice and the political virtues that support political and social institutions’ in order to ensure an ‘enduring society’. For Galston, citizens must possess a range of virtues in order for the state to function, including the virtues of courage, independence, tolerance, willingness to engage in public discourse, and law-abidingness. (shrink)

Research on the specific features of daydreaming compared with mind-wandering and night dreaming is a neglected topic in the philosophy of mind and the cognitive neuroscience of spontaneous thought. The extant research either conflates daydreaming with mind-wandering (whether understood as task-unrelated thought, unguided attention, or disunified thought), characterizes daydreaming as opposed to mind-wandering (Dorsch, 2015), or takes daydreaming to encompass any and all “imagined events” (Newby-Clark & Thavendran, 2018). These dueling definitions obstruct future research on spontaneous thought, and are insufficiently (...) precise to guide empirical studies. They also fail to illuminate the phenomenal core of daydreaming, namely, its dreamlike qualities. Although daydreaming is related to both mind-wandering and narrative imagination, it is not reducible to either. We argue that daydreams are experiences of spontaneous, immersive imagination in the waking state. The main task of our investigation is to distinguish daydreaming, conceptually and phenomenologically, from mind-wandering, on the one hand, and night dreaming, on the other. Although daydream experiences can vary widely, we distinguish prototypical experiences of daydreaming from adjacent imaginative activity, including fleeting imagery and “focused daydreaming,” or crafted visualization. We consider our phenomenological analysis as preparatory work for conceptually distinguishing different spontaneous and imaginative states so that they can be investigated accordingly with questionnaires and qualitative methods. We argue that precision about the phenomenal character of daydreaming can guide neurophenomenological investigations, help delimit studies on individual variance in daydreaming features, and identify differences among daydreaming, mind-wandering, and night dreaming conceptually and phenomenologically, and possibly eventually in terms of neural correlates. (shrink)

In this article I criticize some traditional impartiality practices in Western philosophical ethics and argue in favor of Marilyn Friedman’s dialogical practice of eliminating bias. But, I argue, the dialogical approach depends on a more fundamental practice of equanimity. Drawing on the works of Tibetan Buddhist thinkers Patrul Rinpoche and Khenpo Ngawang Pelzang, I develop a Buddhist-feminist concept of equanimity and argue that, despite some differences with the Western impartiality practices, equanimity is an impartiality practice that is not only psychologically (...) feasible but also central to loving relationships. I conclude by suggesting ways that feminist dialogical practices for eliminating bias and meditative practices are mutually supportive. (shrink)

Explainable AI (xAI) methods are important for establishing trust in using black-box models. However, recent criticism has mounted against current xAI methods that they disagree, are necessarily false, and can be manipulated, which has started to undermine the deployment of black-box models. Rudin (2019) goes so far as to say that we should stop using black-box models altogether in high-stakes cases because xAI explanations ‘must be wrong’. However, strict fidelity to the truth is historically not a desideratum in science. Idealizations (...) – the intentional distortions introduced to scientific theories and models – are commonplace in the natural sciences and are seen as a successful scientific tool. Thus, it is not falsehood qua falsehood that is the issue. In this paper, I outline the need for xAI research to engage in idealization evaluation. Drawing on the use of idealizations in the natural sciences and philosophy of science, I introduce a novel framework for evaluating whether xAI methods engage in successful idealizations or deceptive explanations (SIDEs). SIDEs evaluates whether the limitations of xAI methods, and the distortions that they introduce, can be part of a successful idealization or are indeed deceptive distortions as critics suggest. I discuss the role that existing research can play in idealization evaluation and where innovation is necessary. Through a qualitative analysis we find that leading feature importance methods and counterfactual explanations are subject to idealization failure and suggest remedies for ameliorating idealization failure. (shrink)

Play is a vital component of the social life and well-being of both children and adults. This book examines the concept of play and considers a variety of the related philosophical issues. It also includes meta-analyses from a range of philosophers and theorists, as well as an exploration of some key applied ethical considerations. The main objective of The Philosophy of Play is to provide a richer understanding of the concept and nature of play and its relation to human life (...) and values, and to build disciplinary and paradigmatic bridges between scholars of philosophy and scholars of play. Including specific chapters dedicated to children and play, and exploring the work of key thinkers such as Plato, Sartre, Wittgenstein, Gadamer, Deleuze and Nietzsche, this book is invaluable reading for any advanced student, researcher or practitioner with an interest in education, playwork, leisure studies, applied ethics or the philosophy of sport. (shrink)

In this article, we want to show the relevance and importance of melancholy as an aesthetic emotion. Melancholy often plays a role in our encounters with art works, and it is also present in some of our aesthetic responses to the natural environment. Melancholy invites aesthetic considerations to come into play not only in well-defined aesthetic contexts but also in everyday situations that give reason for melancholy to arise. But the complexity of melancholy, the fact that it is fascinating in (...) itself, suggests the further thought that it may be considered as an aesthetic emotion per se. To this end, we argue that it is the distinctive character of melancholy, its dual character and its differences from sadness and depression, which distinguishes it as an aesthetic emotion. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Standing UpEmily QuinnA 10–year old and her mother walk into a male gynecologist’s office. That sounds like the beginning of a sick joke, right? Imagine how it must have felt to actually be that 10–year–old. I walked into the Salt Lake City ob–gyn office, terrified out of my mind. It was the year 1999 and due to the recent accessibility of the Internet, there was a surprising amount of (...) information about complete androgen insensitivity syndrome (CAIS) available. There was also an active and prominent support group for women with CAIS and other similar conditions. Despite all of this, I was standing in the office of a doctor who knew nothing about my body. He did not direct me to any actual support, and for the next twelve years I went from doctor to doctor, none of them really knowing what to do with me. For as much as I was in and out of the doctor’s office, I never seemed to receive any “care.”It was really difficult to have doctors who knew nothing about my condition. It was scary to be a kid with hundreds of questions but without an adult who had the answers. So many doctors were excited to look at me, to talk to me, to get the chance to meet me. As a child it made me feel like a freak. I felt alone, and scared, like I was on parade for all of these people who didn’t know anything about me except that I was “special.”I was savvy enough to turn to the Internet for help, but searching for “sex disorders” online was a terrifying thing to do back then. Even now, it’s not a safe space for a pre–teen looking for answers. I was so scared and ashamed of my body, and I desperately wanted someone to talk to about it. I found articles about celebrities who were rumored to be like me, and I saw the word “hermaphrodite” thrown around as carelessly as it had been used in my doctor’s office. I wished desperately that one of those celebrities would admit to having a body like mine. Because if any of them were like me, maybe I wouldn’t be the freak that the adults made me feel like I was. Maybe then I wouldn’t be so alone.As hard as all of this was, in a way my doctor’s lack of knowledge turned out to be both a blessing and a curse. I felt cursed and ashamed of this different, “broken” body that couldn’t be “fixed.” I felt like a problem that nobody had the solution to. I was told so many lies—that I would definitely get cancer, that I could never have sex, that I needed surgery immediately. Not once was I ever told the truth—that there were hundreds of others out there I could talk to, that I didn’t do anything wrong, that I was going to be okay. My doctors didn’t point me in the direction of a support group or a therapist who could help me work through what it all meant. In Utah, the most important thing a woman can do is to have children, and it was devastating to learn I would not to be able to conceive. I wish any of my doctors had pointed me in the direction of a professional I could talk to about it.It wasn’t until I was older that I discovered the blessing amongst all of this pain. As it turns out, my doctors were so entirely ignorant about my condition that they didn’t know how to remove or even find my internal testes. I’ve managed to make it 25 years without surgery. Now, when I speak to medical students, many of them balk at this idea that surgery is something I’ve “escaped.” But I know how many affected individuals see it as I do. It’s incredibly lucky that somebody with CAIS is surgically untouched, and I fully believe that rarity to be the saddest thing. It shouldn’t be the norm to... (shrink)

The role of demographic terminology in the fields of medicine and public health is critical in the identification and allocation of resources to the communities that most benefit from intervention...

East Asians and Westerners differ in various aspects of perception and cognition. For example, visual memory for East Asians is believed to be more influenced by the contextual aspects of a scene than is the case for Westerners (Masuda & Nisbett, 2001). There are also differences in visual search: for Westerners, search for a long line among short is faster than for short among long, whereas this difference does not appear to hold for East Asians (Ueda et al., submitted). However, (...) it is unclear how these group-level differences originate. To investigate the extent to which they depend upon environment, we tested visual search and visual memory in East Asian immigrants who had lived in Canada for different amounts of time. Recent immigrants were found to exhibit no search asymmetry, unlike Westerners who had spent their lives in Canada. However, immigrants who had lived in Canada for more than two years showed performance comparable to that of Westerners. These differences could not be explained by the general analytic/holistic processing distinction believed to differentiate Westerners and East Asians, since all observers showed a strong holistic tendency for visual recognition. Results instead support the suggestion that exposure to a new environment can significantly affect the particular processes used to perceive a given stimulus. (shrink)

Introduction: The man who drank the hemlock -- Socrates' philosophy -- Politics and society -- Plato and others : who created the death of Socrates? -- 'A Greek chatterbox' : the death of Socrates in the Roman Empire -- Pain and revelation : the death of Socrates and the death of Jesus -- The apotheosis of philosophy : from enlightenment to revolution -- Talk, truth, totalitarianism : the problem of Socrates in modern times.

The Asian American identity is intimately associated with upward class mobility as the model minority, yet women's earnings remain less than men's, and Asian American women are perceived to have strong family ties binding them to domestic responsibilities. As such, the exact class status of Asian American women is unclear. The immediate association of this ethnic identity with a specific class as demonstrated by the recently released Pew study that Asian Americans are “the highest-income, best-educated” ethnicity contrasts with another study (...) that finds Asian American women have the highest suicide rates in the United States. To understand these contrasting statistics, this article explores Asian American women's sense of authenticity. If the individual's sense of authenticity is intimately related with one's group identity, the association of the Asian American identity with a particular class ambivalently ensnares her as dichotomously inauthentic—as both the poor Asian American woman who fails to achieve economic upward mobility and the model minority Asian American woman who engages in assimilation practices. Feminist philosophers understand that identities change, but exactly how these transformations occur remains a mystery. The article ends with three speculations on the difficulties for practicing and recognizing individual acts that transform one's group identity. (shrink)

The evangelical doctor, John Wyclif (1320-1384), a prominent, if controversial, Oxford master, is commonly identified as the evening star of scholasticism and the morning star of the Reformation. That Wyclif was a bold thinker is reflected in his philosophical system and in his theological and political views. Our interest here is in Wyclif's now little known natural philosophy. What I wish to examine is whether he can, with any justice, be dubbed the morning star of a reformation in science as (...) well as religion, for his contribution anticipates some developments of early modern natural philosophy. (shrink)

Utilizing Maurice Merleau-Ponty’s work, I argue that the gestaltian framework’s co-determinacy of the theme and the horizon in seeing and experiencing the world serves as an encompassing epistemological framework with which to understand racism. Conclusions reached: as bias is unavoidably part of being in the world, defining racism as bias is superfluous; racism is sedimented into our very perceptions and experiences of the world and not solely a prejudice of thought; neutral perception of skin color is impossible. Phenomenology accounts for (...) the dynamic changes in expressions of racism and the interconnections of both race and sex for women of color. (shrink)

Books M and N of Aristotle's Metaphysics receive relatively little careful attention. Even scholars who give detailed analyses of the arguments in M-N dismiss many of them as hopelessly flawed and biased, and find Aristotle's critique to be riddled with mistakes and question-begging. This assessment of the quality of Aristotle's critique of his predecessors (and of the Platonists in particular), is widespread. The series of arguments in M 2 (1077a14-b11) that targets separate mathematical objects is the subject of particularly strong (...) criticism by Annas and Ross. Two related arguments in this series (1077a14-20 and 1077a24-31) will serve as cases in point. The principal charges made against these arguments (that Aristotle misunderstands or misrepresents his opponents' views, and that he engages in question-begging because he presupposes his own metaphysical views) are frequently made against Aristotle's critique of Platonist positions more generally. If, as I argue, these charges are false for our two test case arguments, then there is good reason to think that they might also be false when they are leveled against the other arguments in this M 2 series. And, although presenting an argument for this is beyond the scope of this paper, this suggests that these two charges are more often than not false when applied to Aristotle's critique of Platonist mathematical views in M-N and beyond. (shrink)

In this paper, I discuss the recent discovery of alleged arsenic bacteria in Mono Lake, California, and the ensuing debate in the scientific community about the validity and significance of these results. By situating this case in the broader context of projects that search for anomalous life forms, I examine the methodology and upshots of challenging biochemical constraints on living things. I distinguish between a narrower and a broader sense in which we might challenge or change our knowledge of life (...) as the result of such a project, and discuss two different kinds of projects that differ in their potential to overhaul our knowledge of life. I argue that the arsenic bacteria case, while potentially illuminating, is the kind of constraint-challenging project that could not—in spite of what was said when it was presented to the public—change our knowledge of life in the deeper sense. (shrink)

Christians have traditionally conceived of the moral life as an imitation of Christ, whereby followers enter into fellowship with God. The American Transcendentalists can be understood as extending rather than dispensing with this legacy. For Emerson, a person cultivates virtues by imitating those she loves and admires. Ultimately, however, the virtues enable her to innovate on received models, to excel by pressing beyond exemplars. Emerson's famous line, “imitation is suicide,” is not a contradiction but a fulfillment of the imitation of (...) Christ, understood in his terms. In his own time, John Brown was the public figure who, for Emerson, most nearly exemplified this innovative imitation of Christ. An examination of exemplarity, of this artful union of imitation and innovation in moral and spiritual formation, sheds light on how modern agents can cultivate the virtues needed to be at home in the modern world. (shrink)

This paper explores the significance of Adam Smith's ideas for defending non-cognitivist theories of aesthetic appreciation of nature. Objections to non-cognitivism argue that the exercise of emotion and imagination in aesthetic judgement potentially sentimentalizes and trivializes nature. I argue that although directed at moral judgement, Smith's views also find a place in addressing this problem. First, sympathetic imagination may afford a deeper and more sensitive type of aesthetic engagement. Second, in taking up the position of the impartial spectator, aesthetic judgements (...) may originate in a type of self-regulated response where we stand outside ourselves to check those overly humanizing tendencies which might lead to a failure in appreciating nature as nature. (shrink)

One of the main worries with machine learning model opacity is that we cannot know enough about how the model works to fully understand the decisions they make. But how much is model opacity really a problem? This chapter argues that the problem of machine learning model opacity is entangled with non-epistemic values. The chapter considers three different stages of the machine learning modeling process that corresponds to understanding phenomena: (i) model acceptance and linking the model to the phenomenon, (ii) (...) explanation, and (iii) attributions of understanding. At each of these stages, non-epistemic values can, in part, determine how much machine learning model opacity poses a problem. (shrink)

By way of these investigations, we hope to understand better the rationale behind Kant's theory of intuition, as well as to grasp many facets of the relations ...