In response to growing concerns of bias, discrimination, and unfairness perpetuated by algorithmic systems, the datasets used to train and evaluate machine learning models have come under increased scrutiny. Many of these examinations have focused on the contents of machine learning datasets, finding glaring underrepresentation of minoritized groups. In contrast, relatively little work has been done to examine the norms, values, and assumptions embedded in these datasets. In this work, we conceptualize machine learning datasets as a type of informational infrastructure, (...) and motivate a genealogy as method in examining the histories and modes of constitution at play in their creation. We present a critical history of ImageNet as an exemplar, utilizing critical discourse analysis of major texts around ImageNet’s creation and impact. We find that assumptions around ImageNet and other large computer vision datasets more generally rely on three themes: the aggregation and accumulation of more data, the computational construction of meaning, and making certain types of data labor invisible. By tracing the discourses that surround this influential benchmark, we contribute to the ongoing development of the standards and norms around data development in machine learning and artificial intelligence research. (shrink)

In a well-known passage in his Apologia, Newman’s recognition of himself as a latter-day Monophysite marked a pivotal step towards his conversion. This recognition, however, was preceded by another painful anagnorisis: his realization, as a result of a stinging article by Nicholas Wiseman, that he was a latter-day Donatist. This essay examines how Wiseman’s article exposed Newman’s ecclesial ambivalence and highlights the role that St. Augustine’s writings played, not only in confirming Newman’s schismatic identity, but also in ultimately suggesting how (...) to move beyond it. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Reviewed by:The Cambridge Companion to Bertrand RussellPeter H. DentonNicholas Griffin, editor. The Cambridge Companion to Bertrand Russell. New York: Cambridge University Press, 2003. Pp. xvii + 550. Cloth, $75.00. Paper, $26.00.It is a daunting task to conceive of a single companion to Bertrand Russell, who in life as in thought was never content with a single anything. Nicholas Griffin has brought his customary expertise to the project, and in (...) snaring fourteen other contributors to this volume, has produced a welcome addition to an academic's library of Russell materials.The shape of the volume, its contents and its presentation, however, unfortunately reflect the lopsided nature of current Russell studies. One hopes for a companion volume that has the breadth of the earlier volume edited fifty years ago by Paul Schilpp, but in vain. This book is overwhelmingly about Russell before 1918, almost entirely about philosophy of mathematics, epistemology and logic, and several of the pieces easily could have been included in a festschrift for Frege instead.What is included is well done, but to call it "the most convenient and accessible guide to Russell available" is to speak in comparative terms. To be fair, it sets out to focus on a narrow definition of Russell's contributions to modern philosophy, and the contributors accomplish this task. Ian Grattan-Guinness writes on "Mathematics in and behind Russell's Logicism, and its Reception," a subject that continues into "Bertrand Russell's Logicism" by Martin Godwyn and Andrew D. Irvine. The roots of analytic philosophy are of primary concern in this volume, so Richard L. Cartwright explores "Russell and Moore, 1898-1905" and Michael Beaney relates "Russell and Frege." "The Theory of Descriptions" by Peter Hylton sets up two pieces on "Russell's Substitutional Theory" (Gregory Landini) and "The Theory of Types" (Alasdair Urquhart), while Paul Hager's "Russell's Method of Analysis" leads into "Russell's Neutral Monism" (R.E.Tully) and "The Metaphysics of Logical Atomism" (Bernard Linsky).The next portion of the book expands the intellectual focus somewhat, with "Russell's Structuralism and the Absolute Description of the World" by William Demopoulos—perhaps [End Page 349] the best in a series of good papers—and "From Knowledge by Acquaintance to Knowledge by Causation" by Thomas Baldwin. Approaching the end of the book, Anthony Grayling's essay on "Russell, Experience, and the Roots of Science" remains firmly planted in the pre-1918 milieu, though his tentative commentary on Human Knowledge at least glimmers the extension of Russell's intellectual life into the post-Great War period.Effectively the entire second half of Russell's life is left to the final contributor, Charles Pidgen, for commentary. Author of Russell on Ethics, much of Pigden's short essay here ("Bertrand Russell: Moral Philosopher or Unphilosophical Moralist?") somewhat plaintively directs the reader to his book for an elaboration of why Russell is worth reading after 1918, at least on the subject of ethics. Of the other authors, only Hager (317) observes the extent to which Russell's post-War work mistakenly has been ignored.The book concludes with a selective bibliography. The audience, for the most part, is a specialist one, with only some essays accessible to the general reader. On that score, Griffin's introduction and his own essay, "Russell's Philosophical Background," are easily the most readable. At the risk of quibbling, I was disturbed by the uneven production of the book, as each author set his own standard for footnotes, endnotes and bibliography (creating a jumble of styles). Even within individual contributions, there are a number of inconsistencies in notation as well as typographical errors.By the end, I was left hoping there might be a second companion volume for Bertrand Russell, one that reflects what he spent the last fifty years of his life thinking, writing, and doing. In the absence of such material (which is of far greater popular interest today just as it was in Russell's lifetime), this book by itself is more of a companion to current Russell studies than to Bertrand Russell himself.Peter H. DentonThe University of WinnipegCopyright © 2004 Journal of the History of Philosophy, Inc.... (shrink)

Primordial emotions are the subjective element of the instincts which are the genetically programmed behaviour patterns which contrive homeostasis. They include thirst, hunger for air, hunger for food, pain and hunger for specific minerals etc.There are two constituents of a primordial emotion—the specific sensation which when severe may be imperious, and the compelling intention for gratification by a consummatory act. They may dominate the stream of consciousness, and can have plenipotentiary power over behaviour.It is hypothesized that early in animal evolution (...) complex reflex mechanisms in the basal brain subserving homeostatic responses, in concert with elements of the reticular activating system subserving arousal, melded functionally with regions embodied in the progressive rostral development of the telencephalon. This included the emergent limbic and paralimbic areas, and the insula. This phylogenetically ancient organization subserved the origin of consciousness as the primordial emotion, which signalled that the organisms existence was immediately threatened. Neuroimaging confirms major activations in regions of the basal brain during primordial emotions in humans. The behaviour of decorticate humans and animals is discussed in relation to the possible existence of primitive awareness.Neuroimaging of the primordial emotions reveals that rapid gratification of intention by a consummatory act such as ingestion causes precipitate decline of both the initiating sensation and the intention. There is contemporaneous rapid disappearance of particular regions of brain activation which suggests they may be part of the jointly sufficient and severally necessary activations and deactivations which correlate with consciousness [Crick, F. & Koch, C. . A framework for consciousness. NatureNeuroscience,6, 119–126]. (shrink)

While numerous studies have examined the impact that powerful CEOs have on their compensation and overall firm decisions, relatively little is known about how powerful CFOs influence their compensation and important firm financial reporting and operational outcomes. This is somewhat surprising given the critical role CFOs play in the financial reporting process of a firm. Using managerial power theory and the theory of power and self-focus :635–658, 2013), we predict that powerful CFOs employ a two-part strategy to camouflage excessive incentive (...) compensation above what efficient contracting would dictate. First, powerful CFOs use their power and influence to negotiate shorter incentive pay duration to maximize the present value of their performance—based compensation. Second, when their incentive equity compensation vests, we suggest that CFOs manage earnings to further enhance their personal income. Consistent with our theoretical expectations, we find higher levels of income-increasing accrual-based earnings management and real transactions management, a potentially unethical practice, in firms with powerful CFOs who have short pay durations. We discuss the implications of our analysis in the context of mitigating CFO power and managing the ethical environment “tone at the top.”. (shrink)

This paper examines the idea of objective phenomenology, or a way of understanding the phenomenal character of conscious experiences that doesn’t require one to have had the kinds of experiences under consideration. My central thesis is that structural facts about experience—facts that characterize purely how conscious experiences are structured—are objective phenomenal facts. I begin by precisifying the idea of objective phenomenology and diagnosing what makes any given phenomenal fact subjective. Then I defend the view that structural facts about experience are (...) objective. I also argue that structural facts about experience, despite being objective, nevertheless still give rise to an explanatory gap. (shrink)

This work has been selected by scholars as being culturally important and is part of the knowledge base of civilization as we know it. This work is in the public domain in the United States of America, and possibly other nations. Within the United States, you may freely copy and distribute this work, as no entity (individual or corporate) has a copyright on the body of the work. Scholars believe, and we concur, that this work is important enough to be (...) preserved, reproduced, and made generally available to the public. To ensure a quality reading experience, this work has been proofread and republished using a format that seamlessly blends the original graphical elements with text in an easy-to-read typeface. We appreciate your support of the preservation process, and thank you for being an important part of keeping this knowledge alive and relevant. (shrink)

This work has been selected by scholars as being culturally important, and is part of the knowledge base of civilization as we know it. This work was reproduced from the original artifact, and remains as true to the original work as possible. Therefore, you will see the original copyright references, library stamps (as most of these works have been housed in our most important libraries around the world), and other notations in the work.This work is in the public domain in (...) the United States of America, and possibly other nations. Within the United States, you may freely copy and distribute this work, as no entity (individual or corporate) has a copyright on the body of the work.As a reproduction of a historical artifact, this work may contain missing or blurred pages, poor pictures, errant marks, etc. Scholars believe, and we concur, that this work is important enough to be preserved, reproduced, and made generally available to the public. We appreciate your support of the preservation process, and thank you for being an important part of keeping this knowledge alive and relevant. (shrink)

Some accounts of moral responsibility hold that an agent's responsibility is completely determined by some aspect of the agent's mental life at the time of action. For example, some hold that an agent is responsible if and only if there is an appropriate mesh among the agent's particular psychological elements. It is often objected that the particular features of the agent's mental life to which these theorists appeal (such as a particular structure or mesh) are not necessary for responsibility. This (...) is because there appear to be cases in which an agent acts at an earlier time which causes her to lack the appropriate psychological features at some later time and yet, intuitively, she is responsible at that later .. (shrink)

Perception is riddled with cases of reliable misperception. These are cases in which a perceptual state is tokened inaccurately any time it is tokened under normal conditions. On the face of it, this fact causes trouble for theories that provide an analysis of perceptual content in non-semantic, non-intentional, and non-phenomenal terms, such as those found in Millikan (1984), Fodor (1990), Neander (2017), and Schellenberg (2018). I show how such theories can be extended so that they cover such cases without giving (...) up their core commitments. (shrink)

We are all familiar with the phenomenon of a proposition seeming true. Many think that these seeming states can yield justified beliefs. Very few have seriously explored what these seeming states are. I argue that seeming states are not plausibly analyzed in terms of beliefs, partial beliefs, attractions to believe, or inclinations to believe. Given that the main candidates for analyzing seeming states are unsatisfactory, I argue for a brute view of seemings that treats seeming states as irreducible propositional attitudes.

This is a discussion of the state of discussion on pragmatic reasons for belief.

This book brings together an international group of scholars to discuss the ramifications of Heidegger's Black Notebooks for philosophy and the humanities. In contrast to both those who seek to exonerate Heidegger and those who simply condemn him, they urge careful reading and rereading of his work to turn Heideggerian thought against itself.

For Kant, knowledge involves certainty. If “certainty” requires that the grounds for a given propositional attitude guarantee its truth, then this is an infallibilist view of epistemic justification. Such a view says you can’t have epistemic justification for an attitude unless the attitude is also true. Here I want to defend an alternative fallibilist interpretation. Even if a subject has grounds that would be sufficient for knowledge if the proposition were true, the proposition might not be true. And so there (...) is sometimes still rational room for doubt. The goal of this paper is to present four different models of what “certainty” amounts to, for Kant, each of which is compatible with fallibilism. (shrink)

In his 1978 paper “Mathematical Explanation”, Mark Steiner attempts to modernize the Aristotelian idea that to explain a mathematical statement is to deduce it from the essence of entities figuring in the statement, by replacing talk of essences with talk of “characterizing properties”. The language Steiner uses is reminiscent of language used for proofs deemed “pure”, such as Selberg and Erdős’ elementary proofs of the prime number theorem avoiding the complex analysis of earlier proofs. Hilbert characterized pure proofs as those (...) that use only “means that are suggested by the content of the theorem”, a characterization we have elsewhere called “topical purity”. In this paper we will examine the connection between Steiner’s account of mathematical explanation and topical purity. Are Steiner-explanatory proofs necessarily topically pure? Are topically pure proofs necessarily Steiner-explanatory? Answers to these questions will shed light on the general question of the relation between purity and explanatory power. (shrink)

The aim of the Analytic of Concepts is to derive and deduce a set of pure concepts of the understanding, the categories, which play a central role in Kant’s explanation of the possibility of synthetic a priori cognition and judgment. This chapter is structured around two questions. First, what is a pure concept of the understanding? Second, what is involved in a deduction of a pure concept of the understanding? In answering the first, we focus on how the categories differ (...) from the pure forms of sensibility and examine whether they are known only to be the pure forms of human thinking or rather the forms of discursive cognition as such. In answering the second, we draw a distinction between the application and the exemplification of the categories and use it to identify different ways of understanding Kant’s project in the Transcendental Deduction of the Categories. These questions connect because the answer to the first determines how we should understand the kind of entitlement which is to be established in the Deduction. (shrink)

While many aspects of cognition have been shown to be shared between humans and non-human animals, there remains controversy regarding whether the capacity to mentally time travel is a uniquely human one. In this paper, we argue that there are four ways of representing when some event happened: four kinds of temporal representation. Distinguishing these four kinds of temporal representation has five benefits. First, it puts us in a position to determine the particular benefits these distinct temporal representations afford an (...) organism. Second, it provides the conceptual resources to foster a discussion about which of these representations is necessary for an organism to count as having the capacity to mentally time travel. Third, it enables us to distinguish stricter from more liberal views of mental time travel that differ regarding which kind(s) of temporal representation is taken to be necessary for mental time travel. Fourth, it allows us to determine the benefits of taking a stricter or more liberal view of mental time travel. Finally, it ensures that disagreement about whether some species can mentally time travel is not merely the product of unrecognised disagreement about which temporal representation is necessary for mental time travel. We argue for a more liberal view, on the grounds that it allows us to view mental time travel as an evolutionarily continuous phenomenon, and to recognise that differences in the ways that organisms mentally time travel might reflect different temporal representations, or combinations thereof, that they employ. Our ultimate aim, however, is to create the conceptual framework for further discussion regarding what sorts of temporal representations are required for mental time travel. (shrink)

Public reason in practice and theory -- False starts: unsuccessful justifications of public reason -- Respect for persons as a constraint on coercion -- Higher-order unanimity escape clause -- Civic friendship as a constraint on reasons for decision -- Public reason and (same-sex) marriage.

The fallacy fallacy is either the misdiagnosis of fallacy or the supposition that the conclusion of a fallacy must be a falsehood. This paper explores the relevance of these and related errors of reasoning for the appraisal of arguments, especially within virtue theories of argumentation. In particular, the fallacy fallacy exemplifies the Owl of Minerva problem, whereby tools devised to understand a norm make possible new ways of violating the norm. Fallacies are such tools and so are vices. Hence a (...) similar problem arises with argumentative vices. Fortunately, both instances of the problem have a common remedy. (shrink)

Some have it that wholes are, somehow, identical to their parts. This doctrine is as alluring as it is puzzling. But in this paper, I show that the doctrine is inconsistent with two widely accepted theses. Something has to go.

This chapter addresses an ambiguity in some of the literature on rational peer disagreement about the use of the term 'rational'. In the literature 'rational' is used to describe a variety of normative statuses related to reasons, justification, and reasoning. This chapter focuses most closely on the upshot of peer disagreement for what is rationally required of parties to a peer disagreement. This follows recent work in theoretical reason which treats rationality as a system of requirements among an agent's mental (...) states. It is argued that peer disagreement has either no, or a very limited, affect on what rationality requires of an agent in a given circumstance. This is in part because of difficulties generated by a novel example of evidence of evidence of p being evidence against p. This example calls into question the mechanisms whereby peer disagreement might affect what is rationally required of an agent. The chapter also reevaluates the importance of actual peer disagreement against the backdrop of prior expectations about whether disagreement is believed to be likely, arguing that peer disagreement is most likely to change what is rationally required of an agent when it is believed to be unlikely. (shrink)

Towards the unconditioned: Kant, Epicurus and Glückseligkeit -- Arendt and the time of the pardon -- Kant, evil, and the unconditioned -- Judgment after Derrida.

The norm of monogamy is pervasive, having remained widespread, in most Western cultures at least, in spite of increasing tolerance toward more diverse relationship types. It is also puzzling. People willingly, and often with gusto, adhere to it, yet it is also, prima facie at least, highly restrictive. Being in a monogamous relationship means agreeing to give up certain sorts of valuable interactions and relationships with other people and to severely restrict one’s opportunities for sex and love. It is this (...) restrictiveness which has led for calls among some philosophers for the justification of the norm, and some have argued that it cannot be justified. John McMurtry, for example, writing in 1972, compared monogamy to private property and argued that it serves the capitalist order (McMurtry 1972, 596–97). More recently, Harry Chalmers (2019) has argued that monogamy is morally impermissible. In this chapter we argue that rather than justify the norm, we ought to explain and understand its pervasiveness. Not everyone who follows the norm is doing so blindly, irrationally, or immorally. Indeed, many people are monogamous because being monogamous supports their needs and best enables them to flourish. We suggest that the human need for trust and attachment could underlie many people’s desires for monogamy and, therefore, explain monogamy’s pervasiveness. Focusing on the human need for trust and attachment security can also help us to understand why sexual infidelity can feel like such a betrayal. It can make sense to mutually agree to exclusivity in relationships, in spite of the apparent restrictions this brings. In a sense, not all restrictions are restrictive, because holding ourselves to limits on our behavior can in fact help us to invest in and experience the things we value most. (shrink)

Many say that ontological disputes are defective because they are unimportant or without substance. In this paper, we defend ontological disputes from the charge, with a special focus on disputes over the existence of composite objects. Disputes over the existence of composite objects, we argue, have a number of substantive implications across a variety of topics in metaphysics, science, philosophical theology, philosophy of mind, and ethics. Since the disputes over the existence of composite objects have these substantive implications, they are (...) themselves substantive. (shrink)

European Journal of Philosophy, EarlyView.

This is a critical, but sympathetic, examination of the manifesto for naturalized metaphysics that forms the first chapter of James Ladyman and Don Ross's 2006 book, Every Thing Must Go, but it has wider implications than this description suggests.

I argue that the following theses are both popular among evidentialists but also jointly inconsistent with evidentialism: 1) Time-Slice Mentalism: one’s justificational properties at t are grounded only by one’s mental properties at t; 2) Experience Ultimacy: all ultimate evidence is experiential; and 3) Sleep Justification: we have justified beliefs while we have dreamless, nonexperiential sleep. Although I intend for this paper to be a polemic against evidentialists, it can also be viewed as an opportunity for them to clarify their (...) views. Furthermore, the paper is not only relevant to evidentialists. For example, the arguments of this paper could give Time-Slice Mentalists a reason to deny evidentialism. (shrink)

To be conscious—according to a common metaphor—is for the “lights to be on inside.” Is this a good metaphor? I argue that the metaphor elicits useful intuitions while staying neutral on controversial philosophical questions. But I also argue that there are two ways of interpreting the metaphor. Is consciousness the inner light itself? Or is consciousness the illuminated room? Call the first sense subjectivity (where ‘consciousness’ =def what makes an entity feel some way at all), and the second sense phenomenal (...) character (where ‘consciousness’ =def what it feels like to be an entity). I use this distinction—as well as the metaphor of the inner light—to clarify some philosophical questions about whether consciousness comes in degrees, whether consciousness is multidimensional, and whether there are borderline cases of consciousness. (shrink)