Addressing biases in natural-language processing (NLP) systems presents an underappreciated ethical dilemma, which we think underlies recent debates about bias in NLP models. In brief, even if we could eliminate bias from language models or their outputs, we would thereby often withhold descriptively or ethically useful information, despite avoiding perpetuating or amplifying bias. Yet if we do not debias, we can perpetuate or amplify bias, even if we retain relevant descriptively or ethically useful information. Understanding this dilemma provides for a (...) useful way of rethinking the ethics of algorithmic bias in NLP. (shrink)

I outline a number of parallels between trust and distrust, emphasising the significance of situations in which both trust and distrust would be an imposition upon the (dis)trustee. I develop an account of both trust and distrust in terms of commitment, and argue that this enables us to understand the nature of trustworthiness. Note that this article is available open access on the journal website.

Although the principle of fair subject selection is a widely recognized requirement of ethical clinical research, it often yields conflicting imperatives, thus raising major ethical dilemmas regarding participant selection. In this paper, we diagnose the source of this problem, arguing that the principle of fair subject selection is best understood as a bundle of four distinct sub-principles, each with normative force and each yielding distinct imperatives: (1) fair inclusion; (2) fair burden sharing; (3) fair opportunity; and (4) fair distribution of (...) third-party risks. We first map out these distinct sub-principles, and then identify the ways in which they yield conflicting imperatives for the design of inclusion and exclusion criteria, and the recruitment of participants. We then offer guidance for how decision makers should navigate these conflicting imperatives to ensure that participants are selected fairly. (shrink)

In this paper I argue for a view of groups, things like teams, committees, clubs and courts. I begin by examining features all groups seem to share. I formulate a list of six features of groups that serve as criteria any adequate theory of groups must capture. Next, I examine four of the most prominent views of groups currently on offer—that groups are non-singular pluralities, fusions, aggregates and sets. I argue that each fails to capture one or more of the (...) criteria. Last, I develop a view of groups as realizations of structures. The view has two components. First, groups are entities with structure. Second, since groups are concreta, they exist only when a group structure is realized. A structure is realized when each of its functionally defined nodes or places are occupied. I show how such a view captures the six criteria for groups, which no other view of groups adequately does, while offering a substantive answer to the question, “What are groups?”. (shrink)

Some language encourages essentialist thinking. While philosophers have largely focused on generics and essentialism, I argue that nouns as a category are poised to refer to kinds and to promote representational essentializing. Our psychological propensity to essentialize when nouns are used reveals a limitation for anti-essentialist ameliorative projects. Even ameliorated nouns can continue to underpin essentialist thinking. I conclude by arguing that representational essentialism does not doom anti-essentialist ameliorative projects. Rather it reveals that would-be ameliorators ought to attend to the (...) propensities for our representational devices to essentialize and to the complex relationship between essentialism and prejudice. (shrink)

Symmetry considerations dominate modern fundamental physics, both in quantum theory and in relativity. Philosophers are now beginning to devote increasing attention to such issues as the significance of gauge symmetry, quantum particle identity in the light of permutation symmetry, how to make sense of parity violation, the role of symmetry breaking, the empirical status of symmetry principles, and so forth. These issues relate directly to traditional problems in the philosophy of science, including the status of the laws of nature, the (...) relationships between mathematics, physical theory, and the world, and the extent to which mathematics suggests new physics.This entry begins with a brief description of the historical roots and emergence of the concept of symmetry that is at work in modern science. It then turns to the application of this concept to physics, distinguishing between two different uses of symmetry: symmetry principles versus symmetry arguments. It mentions the different varieties of physical symmetries, outlining the ways in which they were introduced into physics. Then, stepping back from the details of the various symmetries, it makes some remarks of a general nature concerning the status and significance of symmetries in physics. (shrink)

You can trust your friends. You should trust your friends. Not all of your friends all of the time: you can reasonably trust different friends to different degrees, and in different domains. Still, we often trust our friends, and it is often reasonable to do so. Why is this? In this paper I explore how and whether friendship gives us reasons to trust our friends, reasons which may outstrip or conflict with our epistemic reasons. In the final section, I will (...) sketch some related questions concerning trust based on the trustee’s race, gender, or other social identity. (shrink)

Where there is trust, there is also vulnerability, and vulnerability can be exploited. Epistemic trust is no exception. This chapter maps the phenomenon of the exploitation of epistemic trust. I start with a discussion of how trust in general can be exploited; a key observation is that trust incurs vulnerabilities not just for the party doing the trusting, but also for the trustee (after all, trust can be burdensome), so either party can exploit the other. I apply these considerations to (...) epistemic trust, specifically in testimonial relationships. There, we standardly think of a hearer trusting a speaker. But we miss an important aspect of this relationship unless we consider too that the speaker standardly trusts the hearer. Given this mutual trust, and given that both trustees and trusters can exploit each other, we have four possibilities for exploitation in epistemic-trust relationships: a speaker exploiting a hearer (a) by accepting his trust or (b) by imposing her trust on him, and a hearer exploiting a speaker (c) by accepting her trust or (d) by imposing his trust on her. One result is that you do not need to betray someone to exploit him – you can exploit him just as easily by doing what he trusts you for. (shrink)

Appeals to intersectionality serve to remind us that social categories like race and gender cannot be adequately understood independently from each other. But what, exactly, is the intersectional thesis a thesis about? Answers to this question are remarkably diverse. Intersectionality is variously understood as a claim about the nature of social kinds, oppression, or experience ; about the limits of antidiscrimination law or identity politics ; or about the importance of fuzzy sets, multifactor analysis, or causal modeling in social science.

I give an overview of the trust literature and then of six central issues concerning epistemic trust. The survey of trust zeroes in on the kinds of expectations that trust involves, trust’s characteristic psychology, and what makes trust rational. The discussion of epistemic trust focuses on its role in testimony, the epistemic goods that we trust for, the significance of epistemic trust in contrast to reliance, what makes epistemic trust rational, and epistemic self-trust.

In this chapter, I examine Lewis's ideas about ontological innocence, ontological commitment and double-counting, in his discussion of composition as identity in Parts of Classes. I attempt to understand these primarily as epistemic or methodological claims: how far can we get down this route without adopting radical metaphysical theses about composition as identity?

In our interactions with science, we are often vulnerable; we do not have complete control of the situation and there is a risk that we, or those we love, might be harmed. This is not an emotionall...

People are described as suffering from impostor syndrome when they feel that their external markers of success are unwarranted, and fear being revealed as a fraud. Impostor syndrome is commonly framed as a troubling individual pathology, to be overcome through self-help strategies or therapy. But in many situations an individual’s impostor attitudes can be epistemically justified, even if they are factually mistaken: hostile social environments can create epistemic obstacles to self-knowledge. The concept of impostor syndrome prevalent in popular culture needs (...) greater critical scrutiny, as does its source, the concept of impostor phenomenon which features in psychological research. (shrink)

This highly readable book is aimed at anyone with an interest in the food they eat. In conversational tone, and avoiding academic jargon, it provides an honest and objective account of the consequences of food consumption choices and policies, through the lens of economics.

Social groups seem to be entities that are dependent on us. Given their apparent dependence, one might adopt Social Creationism—the thesis that all social groups are social objects created through (some specific types of) thoughts, intentions, agreements, habits, patterns of interaction, and practices. Here I argue that not all social groups come to be in the same way. This is due, in part, to social groups failing to share a uniform nature. I argue that some groups (e.g., racial and gender (...) groups) are social kinds. They either falsify Social Creationism or are created as mere byproducts of property instantiation. In contrast, I argue that other groups (e.g., teams and committees) are social objects. When restricted to groups like these, Social Creationism holds. The conclusions have more than just metaphysical import. The differences between groups and how they come to be help to explain why some groups appear to be natural, why some fail to rely on intentions, and why certain sorts of groups are widespread and persistent. (shrink)

For good or for ill, we have animal bodies. Through them, we move around, eat and drink, and do many other things besides. We owe much – perhaps our very lives – to these ever-present animals. But how exactly do we relate to our animals? Are we parts of them, or they of us? Do we and these living animals co-inhere or constitute or coincide? Or what? Animalism answers that we are identical to them. There are many objections to animalism, (...) and a dizzying array of rival views. In this article, we do not propose to evaluate those objections and rivals. We will instead present a new argument for that view. The argument begins with the fact that we have emotions. (shrink)

Cooperation has been analyzed primarily in the context of theories of collective intentionality. These discussions have primarily focused on interactions between pairs or small groups of agents who know one another personally. Cooperative game theory has also been used to argue for a form of cooperation in large unorganized groups. Here I consider a form of minimal cooperation that can arise among members of potentially large organized groups (e.g., corporate teams, committees, governmental bodies). I argue that members of organized groups (...) can be minimally cooperative in virtue of playing roles in an organizational structure and having a common goal. The minimal form of cooperation I argue for is not grounded in collective intentions involving symmetric mental states, special collective intentional modes, or joint commitments. More generally, I show how considering minimal cooperation in the context of organized groups provides an opportunity to reevaluate the extent to which the social world and social phenomena depend on internalist mental factors (e.g., intentions, beliefs) and externalist non-mental factors (e.g., documents, laws, job descriptions). The view of minimal cooperation among members of organized groups I offer provides support for an externalist rather than internalist theory of at least one social phenomenon. (shrink)

Sound moves us. Nowhere is this more apparent than in our responses to genuine emotional vocalizations, be they heartfelt distress cries or raucous laughter. Here, we present perceptual ratings and a description of a freely available, large database of natural affective vocal sounds from human infants, adults and domestic animals, the Oxford Vocal (OxVoc) Sounds database. This database consists of 173 non-verbal sounds expressing a range of happy, sad, and neutral emotional states. Ratings are presented for the sounds on a (...) range of dimensions from a number of independent participant samples. Perceptions related to valence, including distress, vocalizer mood, and listener mood are presented in Study 1. Perceptions of the arousal of the sound, listener motivation to respond and valence (positive, negative) are presented in Study 2. Perceptions of the emotional content of the stimuli in both Study 1 and 2 were consistent with the predefined categories (e.g., laugh stimuli perceived as positive). While the adult vocalizations received more extreme valence ratings, rated motivation to respond to the sounds was highest for the infant sounds. The major advantages of this database are the inclusion of vocalizations from naturalistic situations, which represent genuine expressions of emotion, and the inclusion of vocalizations from animals and infants, providing comparison stimuli for use in cross-species and developmental studies. The associated website provides a detailed description of the physical properties of each sound stimulus along with cross-category descriptions. (shrink)

When a person engages in a "game," that person may reason and behave in a manner that is inconsistent with non-game-situation moral reasoning. In this study we measured moral reasoning with the Defining Issues Test (DIT). We then engaged the students in a competitive game and collected accounts of their "reasoning" by having them explain their decisions with a forced choice inventory. The results indicate that there were significant inconsistencies in moral reasoning between non-game and game situations. The implications of (...) this for business ethics are discussed. (shrink)

: As Heidegger acknowledges, our understanding is essentially situated and so limited by the context and tradition into which it is thrown. But this ‘situatedness’ does not exhaust Heidegger's concept of ‘thrownness’. By examining this concept and its grammar, I develop a more complete interpretation. I identify several different kinds of finitude or limitation in our understanding, and touch on ways in which we confront and carry different dimensions of our past.

Ontology is the philosophical discipline which aims to understand how things in the world are divided into categories and how these categories are related together. This is exactly what information scientists aim for in creating structured, automated representations, called 'ontologies,' for managing information in fields such as science, government, industry, and healthcare. Currently, these systems are designed in a variety of different ways, so they cannot share data with one another. They are often idiosyncratically structured, accessible only to those who (...) created them, and unable to serve as inputs for automated reasoning. This volume shows, in a nontechnical way and using examples from medicine and biology, how the rigorous application of theories and insights from philosophical ontology can improve the ontologies upon which information management depends. (shrink)

ABSTRACTThe Ant Trap is a terrific book, which opens up new opportunities to use philosophical methods in the social realm, by drawing on the tools and techniques of contemporary metaphysics. Epstein uses concepts of dependence, constitution, and grounding, of parts and whole, of membership and kindhood, both to clarify existing accounts of social reality and to develop an account of his own. Whilst I admire the general strategy, I take issue with some aspects of Epstein’s implementation, notably his distinction between (...) grounding and anchoring. I recommend that he give up this distinction, which is not crucial to his project. (shrink)

This is a critical notice of Ladyman and Ross et al's Every Thing Must Go. I argue that they mischaracterise much of so-called 'analytic metaphysics', and that they could have usefully drawn upon the resources of current metaphysics in order to articulate their own views more clearly. The piece appears in a symposium which also includes contributions by Kyle Stanford and Paul Humphreys, with responses from Ladyman and Ross.

Herein developmental psychological research complementary to Hutto's narrative practices hypothesis is considered. Specifically, I discuss experiential development from the perspective of first, second and third person in the acquisition of knowledge and the con-struction and comprehension of narratives, with relevance for theo-ries of 'theory of mind' and in particular tests of the child's understanding of false belief. I propose that the development of distinct third person belief states requires significant developmental work, which is advanced through social sharing of memory and (...) knowledge, by means of linguistic representations especially through narrative practices of different kinds, personal narratives and story telling. The final sections summarize the view that these developments are part of a broader expansion of consciousness that is evident in many aspects of cognitive change during the later preschool years. (shrink)

Some religious communities argue that public policy is best decided by their own members, on the grounds that collaborating with those reasoning from secular or “worldly” perspectives will only foment error about how society should be run. But I argue that epistemology instead recommends fostering disagreement among a plurality of religious and secular worldviews. Inter-worldview disagreement over public policy can challenge our unquestioned assumptions, deliver evidence we would likely have missed, and expose us to new epistemic alternatives; when done respectfully, (...) it can also combat epistemically problematic biases and groupthink. I address two objections that members of a politically active religious community might raise: one that inter-worldview disagreement about public policy is not needed because one’s own beliefs are already true, and another that it is not needed because one’s own beliefforming processes are divinely guided. (shrink)

This essay, written by a biologist, a microbial ecologist, a biological anthropologist, and an anthropologist‐historian, examines tensions and translations in microbiome research on animals in the laboratory and field. The authors trace how research questions and findings in the laboratory are extrapolated into the field and vice versa, and the shifting evidentiary standards that these research settings require. Showing how complexities of microbiomes challenge traditional standards of causation, the authors contend that these challenges require new approaches to inferences used in (...) ecology, anthropology, and history. As social scientists incorporate investigations of microbial life into their human studies, microbiome researchers venture into field settings to develop mechanistic understandings about the functions of complex microbial communities. These efforts generate new possibilities for cross‐fertilizations and inference frameworks to interpret microbiome findings. Microbiome research should integrate multiple scales, levels of variability, and other disciplinary approaches to tackle questions spanning conditions from the laboratory to the field. (shrink)

Metaphysics can be used to help us understand the world, and has applications both within philosophy and beyond. Within philosophy, metaphysical questions arise whether we are thinking about ethics, art, religion, or science. Beyond philosophy, there are many areas where metaphysics can be applied. Case studies in this chapter include applied ontology in information science, social ontology in both philosophy and the social sciences, and questions about classification and kinds in psychiatry.

This is a short response to Aaron Cotnoir's 'Composition as General Identity', in which I suggest some further applications of his ideas, and try to press the question of why we should think of his 'general identity relation' as a genuine identity relation.

Intellectual humility has something important in common with trust: both, independently, help secure knowledge. But they also do so in tandem, and this chapter discusses how. Intellectual humility is a virtue of a person’s cognitive character; this means that it disposes her to perceive and think in certain ways that help promote knowledge. Trust is a form of cooperation, in which one person depends on another (or on herself) for some end, in a way that is governed by certain norms. (...) Epistemic trust is trust for epistemic ends, where the one that I will focus on here is knowledge. When the parties to an epistemic-trust relationship exhibit intellectual humility, I will argue, they are in a better position than otherwise to secure knowledge. Some think that this is true trivially, on the grounds that knowledge (on their view) is constituted by the exercise of epistemic virtues. Whether or not this is so, I will focus on two different ways in which intellectual humility makes epistemic trust knowledge-conducive: first, it equips trusters to invest trust effectively – that is, in those who are trustworthy; second, it equips trustees to be epistemically trustworthy. (shrink)

Volume 19, Issue 11, November 2019, Page 69-70.

In spite of ethical analyses assimilating the palliative deactivation of pacemakers to commonly accepted withdrawings of life-sustaining therapy, many clinicians remain ethically uncomfortable with pacemaker deactivation at the end of life. Various reasons have been posited for this discomfort. Some cardiologists have suggested that reluctance to deactivate pacemakers may stem from a sense that the pacemaker has become part of the patient’s “self.” The authors suggest that Daniel Sulmasy is correct to contend that any such identification of the pacemaker is (...) misguided. The authors argue that clinicians uncomfortable with pacemaker deactivation are nevertheless correct to see it as incompatible with the traditional medical ethics of withdrawal of support. Traditional medical ethics is presently taken by many to sanction pacemaker deactivation when such deactivation honors the patient’s right to refuse treatment. The authors suggest that the right to refuse treatment applies to treatments involving ongoing physician agency. This right cannot underwrite patient demands that physicians reverse the effects of treatments previously administered, in which ongoing physician agency is no longer implicated. The permanently indwelling pacemaker is best seen as such a treatment. As such, its deactivation in the pacemaker-dependent patient is best seen not as withdrawal of support but as active ending of life. That being the case, clinicians adhering to the usual ethical analysis of withdrawal of support are correct to be uncomfortable with pacemaker deactivation at the end of life. (shrink)

Dependence in nanotechnology on external funding and academic-industry relationships has led to questions concerning its influence on research directions, as well as the potential for conflicts of interest to arise and impact scientific integrity and public trust. This study uses a survey of 193 nanotechnology industry and academic researchers to explore whether they share similar concerns. Although these concerns are not unique to nanotechnology, its emerging nature and the prominence of industry funding lend credence to understanding its researchers’ views, as (...) these researchers are shaping the norms and direction of the field. The results of the survey show general agreement that funding sources are influencing research directions in nanotechnology; many respondents saw this influence in their own work as well as other researchers’ work. Respondents also agreed that funding considerations were likely to influence whether researchers shared their results. Irrespective of their institutional affiliation or funding status, twice as many researchers as not considered financial conflicts of interest a cause for concern, and three times as many respondents as not disagreed financial conflicts of interest in nanotechnology were uncommon. Only a third was satisfied with the way that conflicts of interest are currently managed and believed current procedures would protect the integrity of nanotechnology research. The results also found differences in views depending on researchers’ institutional affiliation and funding status. (shrink)

Generalized anxiety disorder is under-treated yet prevalent among young adults. Identifying early risk factors for GAD would contribute to its etiological model and identify potential targets for intervention. Insecure attachment patterns, specifically ambivalent and disorganized, have long been proposed as childhood risk factors for GAD. Similarly, childhood behavioral inhibition has been consistently associated with anxiety disorders in adulthood, including GAD. Intolerance of uncertainty, the tendency to react negatively to uncertain situations, has also been shown to be a crucial component of (...) GAD. Furthermore, maternal anxiety is an important feature of developmental models of anxiety including GAD. Yet, to date, no study has examined, within a comprehensive model, how attachment and behavioral inhibition in childhood, maternal anxiety in adolescence, and IU in emerging adulthood contribute to GAD in adulthood. The present study thus examines these links using a longitudinal design with 62 Canadian participants and their mothers. At age 6, participants' attachment and behavioral inhibition were assessed observationally. Maternal anxiety was measured when participants were 14 years of age. IU and GAD were assessed when participants were 21 and 23 years of age, respectively. Structural equation modeling showed that IU mediates the relationships between behavioral inhibition and GAD, while controlling for maternal anxiety. Ambivalent and disorganized-controlling attachment patterns are also indirectly associated with increased GAD symptoms via greater IU scores. Furthermore, a direct and positive effect of behaviorally disorganized attachment was found on GAD symptoms. This longitudinal study supports integrating attachment, behavioral inhibition, and IU in a model of GAD. (shrink)

This article focuses on a potentially perplexing aspect of our interactions with pictorial representations : in some cases, it seems that visual representations can play tricks on our cognitive faculties. We may either come to believe that objects represented in pictures are real or perhaps perceive them as such. The possibility of widespread pictorial illusions has been oft discussed, and discarded, in the aesthetics literature. I support this stance. However, the nature of the illusion is more complicated than is usually (...) considered. I argue that there are five different types of potential illusions and present reasons for rejecting each. I also explore in detail the most persistent illusion: the “object recognition perceptual illusion thesis,” which states that we undergo a perceptual illusion while viewing pictorial representations simply in virtue of seeing objects in the representation. I contend that a rejection of this thesis depends on the nature of perceptual content, an issue with far-reaching consequences in aesthetics. (shrink)

My engagement with Dotson’s essay begins with an overview of first- and second-order epistemic exclusions. I develop the concept of an "unlevel knowing field." I use examples from the epistemic injustice literature, and some of my own, to highlight the important distinction she makes between reducible and irreducible forms of epistemic oppression. Next, I turn my attention to her account of third-order epistemic exclusions. I offer a brief explanation of why her sketch of at this level makes an important contribution (...) to the literature on epistemic injustice. In closing I suggest that Dotson’s account of third-order epistemic exclusions has a cognitive bend that limits the resources she might use for bringing about change, and suggest opening up the conversation to include affective, aesthetic or mystical resources. (shrink)

Marxism has defined its key values in opposition to animals other than human in order to promote the interests of the most downtrodden human beings. Although it has characterized itself as a scientific historical and economic theory, sympathy for human suffering has provided its most powerful motivation as a political force. This capacity for sympathy, causing in modern times an extension of Marxist concerns beyond "class" in the original sense, is beginning to accommodate animals as are the theoretical concepts of (...) alienation, surplus value, and historical materialism. Marxism's inconsistencies are being resolved in favor of the side that, for human as well as animal benefit, favors individual sentience and other pro-animal values. So, in a truly dialectical progression, the same quality of sympathy that at first caused Marxism to denigrate animals is now coming out in their support. (shrink)

This paper focuses on smallholder agriculture and livelihoods in north-central Tanzania. It traces changes in agricultural production and asset ownership in one community over a 28 year period. Over this period, national development policies and agriculture programs have moved from socialism to neo-liberal approaches. Using a combination of qualitative and quantitative methods, we explore how farmers have responded to these shifts in the wider political-economic context and how these responses have shaped their livelihoods and ideas about farming and wealth. This (...) case study clearly debunks the idea that rural farmers are slow to respond to “modern” farming methods or that smallholder farming is stagnant and cannot reduce poverty. While changes overall are very positive in this rural community, challenges remain as land sizes are small and markets often unreliable. This research cautions against a shift in emphasis to large-scale farming as a strategy for national development. It suggests instead that increased investment in supporting smallholder farming is critical for addressing poverty and rural well-being. (shrink)

Human evolution has been punctuated by climate anomalies, structuring environments, deadly infections, and altering landscapes. How well humans adapted to these new circumstances had direct effects on fitness and survival. Here, how the gut microbiome could have contributed to human evolutionary success through contributions to host nutritional buffering and infectious disease resistance is reviewed. How changes in human genetics, diet, disease exposure, and social environments almost certainly altered microbial community composition is also explored. Emerging research points to the microbiome as (...) a key player in host responses to environmental change. Therefore, the reciprocal interactions between humans and their microbes are likely to have shaped human patterns of local adaptation throughout our shared evolutionary history. Recent alterations in human lifestyle, however, are altering human microbiomes in unprecedented ways. The consequences of interrupted host–microbe relationships for human adaptive potential in the future are unknown. (shrink)

This essay describes the challenges of Social Entrepreneurship and Social Innovation as a field and explores how it could contribute to transforming business education. The first suggestion is to think about System Change as a much needed shift in perspective away from focusing on the lone individual hero entrepreneur. Current problems often defy the market based approach to entrepreneurship and requires collaborations across sectors and silos. Another shift is to focus more on whole person learning and bringing the lived experience (...) of students as changemakers in the classroom. That would possibly require a different approach to admissions into university programs, expanding the criteria for successful candidates. A final contribution could be a focus on "inner work" ensuring that changemaking work does not deplete and lead to burn out. (shrink)

This paper reimagines the traditional problem of other minds. On a Cartesian view, the problem involves humans’ inability to perceive other persons’ minds. Similarly, Gilbert Ryle claims that we cannot directly access another’s mind. The paper’s rethinking of the problem of other minds moves beyond these questions of perceptibility and accessibility. It asks whether there are certain groups of people whose minds are systematically misinterpreted, or even denied mentality. It argues that there are. This claim builds off recent work in (...) philosophy and social psychology on epistemic injustice and the role of social categories in mental state attribution. The paper proposes the Problem of the Other’s Mind: the phenomenon of a (relatively) socially privileged person’s inability or lack of desire to understand the mind of a (relatively) socially underprivileged person. (shrink)