Artificial intelligent (AI) systems that perform image classification tasks are being used to great success in many application contexts. However, many of these systems are opaque, even to experts. This lack of understanding can be problematic for ethical, legal, or practical reasons. The research field Explainable AI (XAI) has therefore developed several approaches to explain image classifiers. The hope is to bring about understanding, e.g., regarding why certain images are classified as belonging to a particular target class. Most of these (...) approaches use visual explanations. Drawing on Elgin’s work (True enough. MIT Press, Cambridge, 2017), I argue that analyzing what those explanations exemplify can help to assess their suitability for producing understanding. More specifically, I suggest to distinguish between two forms of examples according to their suitability for producing understanding. I call these forms samples and exemplars, respectively. Samples are prone to misinterpretation and thus carry the risk of leading to misunderstanding. Exemplars, by contrast, are intentionally designed or chosen to meet contextual requirements and to mitigate the risk of misinterpretation. They are thus preferable for bringing about understanding. By reviewing several XAI approaches directed at image classifiers, I show that most of them explain with samples. If my analysis is correct, it will be beneficial if such explainability methods use explanations that qualify as exemplars. (shrink)

For many of us, entry into motherhood involves an ambiguous visibility and intelligibility, where our acceptance into mainstream spaces as mothers entails a loss of lesbian difference. Mann explores this loss using the work of two philosophers of lesbian difference, Monique Wittig and Judith Butler. She argues that the figure of the lesbian mother is deployed on a broad cultural scale to reinvigorate and renaturaUze the myth of the happy, natural, heterosexual mother.

The philosophers agree that philosophy begins in wonder. How wonder is understood, however, is not at all clear and has implications for contemporary work in feminist phenomenology. Luce Irigaray, for example, has insisted on wonder as the passion that will renew relationships between women and men, provide a foundation for democracy, and launch a new era in history. She calls on women to enact practices of wonder in relation to men. In what follows I briefly review the most significant claims (...) about wonder in the history of philosophy generally, and as related to the phenomenological practice of the epoché particularly. I consider Irigaray’s claims about wonder as they arise out of this tradition, and try to spell out both what is promised to women and what is asked of them through affirmations of wonder. I suggest that this prescriptive notion is at the heart of a new conservatism in “feminist” thought that turns on nostalgia for age-old beliefs about women’s proper mode of relation toward men and their accomplishments, and is deeply homophobic. I urge readers to adopt a more critical attitude toward wonder as related to sexual difference by historicizing the inquiry in keeping with the phenomenological practice of Simone de Beauvoir. Drawing on Kant, Beauvoir, and contemporary work by Sara Ahmed, I suggest that there is a politics of wonder at work here which feminists have every reason to question. Reflecting on the politics of wonder also discloses some key features of critical feminist phenomenological practice. (shrink)

El objetivo de este proyecto es implementar una metodología de aprendizaje cooperativo en el entorno universitario con una estrategia de gamificación que promueva cambios conductuales en los estudiantes. La herramienta de estímulo es una innovada práctica de doble corrección que incorpora el concepto de diversión. A los datos obtenidos se les aplicó el estadístico Chi-cuadrado. Además, se realizó a los estudiantes un cuestionario, sobre las competencias adquiridas, al que se aplicó el test U de Mann Whitney. Tras el análisis (...) de los datos resultantes se corrobora que la estrategia implementada mejora las habilidades interpersonales y el rendimiento académico. (shrink)

It is impossible to imagine contemporary critical theory without the work of Michel Foucault. His radical reworkings of the concepts of power, knowledge, discourse and identity have influenced the widest possible range of theories and impacted upon disciplinary fields from literary studies to anthropology. Aimed at students approaching Foucault's texts for the first time, this volume offers: * an examination of Foucault's contexts * a guide to his key ideas * an overview of responses to his work * practical hints (...) on 'using Foucault' * an annotated guide to his most influential works * suggestions for further reading. Challenging not just what we think but how we think, Foucault's work remains the subject of heated debate. Sara Mills' Michel Foucault offers an introduction to both the ideas and the debate, fully equipping student readers for an encounter with this most influential of thinkers. (shrink)

A welcome addition to the Routledge Critical Thinkers series, Judith Butler is the first guidebook on this renowned feminist and queer theory scholar, which will help not only students of literary criticism but also students of law, sociology, philosophy, film and cultural studies. Examining Butler's work through a variety of contexts, including the formation of gender performativity, identity and subjecthood, Sarah Salih address Butler's crucial ideas on the gender agenda, the body, pornography, race, gay self-expression and power and psychoanalysis. Concluding (...) with an annotated bibliography, this book will be the ideal starting point for all new to Butler. (shrink)

Down Girl is a broad, original, and far ranging analysis of what misogyny really is, how it works, its purpose, and how to fight it. The philosopher Kate Manne argues that modern society's failure to recognize women's full humanity and autonomy is not actually the problem. She argues instead that it is women's manifestations of human capacities -- autonomy, agency, political engagement -- is what engenders misogynist hostility.

This chapter develops an alternative to the dominant articulation of human existence on the basis of classical phenomenology, arguing that Edmund Husserl's phenomenological inquiries into the structures of embodiment provide a very different and more fruitful starting point for the investigation of sexual difference than the ideas of social gender and biological sex. The ways of classifying sex and gender characteristics mark them out on several different conceptual bases, and thus their categories may not correspond or coincide. Moreover historical and (...) biological inquiries indicate that the dimorphic notion of sex is prescriptive and constructive. Finally the sex/gender paradigm is dominated by the explanatory framework of causes and effects. The phenomenological analysis shows that the causal-functional framework is inadequate for the investigation of the plurality of the bodily existence and sexual difference as a dimension of this existence. In the light of the explication of the concepts of sex and gender, and the phenomenological analysis of embodiment, the sex/gender paradigm cannot offer a basis for a comprehensive philosophy of sexual existence. (shrink)

The Routledge Handbook of Women and Ancient Greek Philosophy is an essential reference source for cutting-edge scholarship on women, gender, and philosophy in Greek antiquity. The volume features original research that crosses disciplines, offering readers an accessible guide to new methods, new sources, and new questions in the study of ancient Greek philosophy and its multiple afterlives. Comprising 40 chapters from a diverse international group of experts, the Handbook considers questions about women and gender in sources from Greek antiquity spanning (...) the period from 7th c. BCE to 2nd c. BCE, and in receptions of Greek antiquity from the Roman Imperial period, through the European Renaissance to the current day. Chapters are organized into five major sections: I. Early Greek antiquity – including Sappho, Presocratic philosophy, Sophists, and Greek tragedy – 700s–400s BCE II. Classical Greek antiquity – including Aeschines, Plato, and Xenophon – 400s–300s BCE III. Late Classical Greek to Hellenistic antiquity – including Cyrenaics, Cynics, the Hippocratic corpus, and Aristotle – 300s–200s BCE IV. Late Greek antiquity to Roman Imperial period – including Pythagorean women, Stoics, Pyrrhonian Skeptics, and late Platonists – 200s BCE to 700s CE V. Later receptions – including Shakespeare, the European Renaissance, Anna Julia Cooper, W.E.B. DuBois, Jane Harrison, Sarah Kofman, and Toni Morrison The Routledge Handbook of Women and Ancient Greek Philosophy is a vital resource for students and scholars in philosophy, Classics, and gender studies who want to gain a deeper understanding of philosophy’s rich past and explore sources and questions beyond the traditional canon. The volume is a valuable resource, as well, for students and scholars from history, humanities, literature, political science, religious studies, rhetorical studies, theatre, and LGBTQ and sexuality studies. (shrink)

Feminism is sensational -- On being directed -- Willfulness and feminist subjectivity -- Trying to transform -- Being in question -- Brick walls -- Fragile connections -- Feminist snap -- Lesbian feminism -- Conclusion 1: A killjoy survival kit -- Conclusion 2: A killjoy manifesto.

Introduction: find your way -- Orientations toward objects -- Sexual orientation -- The orient and other others -- Conclusion: disorientation and queer objects.

Differences That Matter challenges existing ways of theorising the relationship between feminism and postmodernism which ask 'is or should feminism be modern or postmodern?' Sara Ahmed suggests that postmodernism has been allowed to dictate feminist debates and calls instead for feminist theorists to speak (back) to postmodernism, rather than simply speak on (their relationship to) it. Such a 'speaking back' involves a refusal to position postmodernism as a generalisable condition of the world and requires closer readings of what postmodernism (...) is actually 'doing' in a variety of disciplinary contexts. Sara Ahmed hence examines constructions of postmodernism in relation to rights, ethics, subjectivity, authorship, meta-fiction and film. (shrink)

This paper gives a framework for understanding causal counterpossibles, counterfactuals imbued with causal content whose antecedents appeal to metaphysically impossible worlds. Such statements are generated by omissive causal claims that appeal to metaphysically impossible events, such as “If the mathematician had not failed to prove that 2+2=5, the math textbooks would not have remained intact.” After providing an account of impossible omissions, the paper argues for three claims: (i) impossible omissions play a causal role in the actual world, (ii) causal (...) counterpossibles have broad applications in philosophy, and (iii) the truth of causal counterpossibles provides evidence for the nonvacuity of counterpossibles more generally. (shrink)

_The Promise of Happiness_ is a provocative cultural critique of the imperative to be happy. It asks what follows when we make our desires and even our own happiness conditional on the happiness of others: “I just want you to be happy”; “I’m happy if you’re happy.” Combining philosophy and feminist cultural studies, Sara Ahmed reveals the affective and moral work performed by the “happiness duty,” the expectation that we will be made happy by taking part in that which (...) is deemed good, and that by being happy ourselves, we will make others happy. Ahmed maintains that happiness is a promise that directs us toward certain life choices and away from others. Happiness is promised to those willing to live their lives in the right way. Ahmed draws on the intellectual history of happiness, from classical accounts of ethics as the good life, through seventeenth-century writings on affect and the passions, eighteenth-century debates on virtue and education, and nineteenth-century utilitarianism. She engages with feminist, antiracist, and queer critics who have shown how happiness is used to justify social oppression, and how challenging oppression causes unhappiness. Reading novels and films including_ Mrs. Dalloway_, _The Well of Loneliness_, _Bend It Like Beckham_, and _Children of Men_, Ahmed considers the plight of the figures who challenge and are challenged by the attribution of happiness to particular objects or social ideals: the feminist killjoy, the unhappy queer, the angry black woman, and the melancholic migrant. Through her readings she raises critical questions about the moral order imposed by the injunction to be happy. (shrink)

Mental simulation — such as imagining tilting a glass to figure out the angle at which water would spill — can be a way of coming to know the answer to an internally or externally posed query. Is this form of learning a species of inference or a form of observation? We argue that it is neither: learning through simulation is a genuinely distinct form of learning. On our account, simulation can provide knowledge of the answer to a query even (...) when the basis for that answer is opaque to the learner. Moreover, through repeated simulation, the learner can reduce this opacity, supporting self-training and the acquisition of more accurate models of the world. Simulation is thus an essential part of the story of how creatures like us become effective learners and knowers. (shrink)

The paper suggests that we can usefully approach whiteness through the lens of phenomenology. Whiteness could be described as an ongoing and unfinished history, which orientates bodies in specific directions, affecting how they `take up' space, and what they `can do'. The paper considers how whiteness functions as a habit, even a bad habit, which becomes a background to social action. The paper draws on experiences of inhabiting a white world as a non-white body, and explores how whiteness becomes worldly (...) through the noticeability of the arrival of some bodies more than others. A phenomenology of whiteness helps us to notice institutional habits; it brings what is behind to the surface in a certain way. (shrink)

The free energy principle is notoriously difficult to understand. In this paper, we relate the principle to a framework that philosophers of biology are familiar with: Ruth Millikan’s teleosemantics. We argue that: systems that minimise free energy are systems with a proper function; and Karl Friston’s notion of implicit modelling can be understood in terms of Millikan’s notion of mapping relations. Our analysis reveals some surprising formal similarities between the two frameworks, and suggests interesting lines of future research. We hope (...) this will aid further philosophical evaluation of the free energy principle. (shrink)

After briefly considering Plato’s objections to rhetoric—it disregards the truth, aiming only to persuade, and it manipulates our emotions rather than instructing us—I turn to the historical Gorgias. The ‘Encomium of Helen’ ascribes to logos virtually all-powerful capacities for persuasion, seduction, and even bewitchment. Here Gorgias celebrates the very things Plato rejects. Yet in the ‘Defense of Palamedes’ considerable anxieties about whether logos actually does possess such strength are voiced: the weakness, not the power, of logos comes to occupy center (...) stage. Gorgias’ own views thus are likely more complex than Plato allows. (shrink)

This paper develops and articulates a metaphysics of intersectionality, the idea that multiple axes of social oppression cross-cut each other. Though intersectionality is often described through metaphor, theories of intersectionality can be formulated using the tools of contemporary analytic metaphysics. A central tenet of intersectionality theory, that intersectional identities are inseparable, can be framed in terms of explanatory unity. Further, intersectionality is best understood as metaphysical and explanatory priority of the intersectional category over its constituents, akin to metaphysical priority of (...) the whole over its parts. (shrink)

Debates over what is fundamental assume that what is most fundamental must be either a “top” level (roughly, the biggest or highest-level thing), or a “bottom” level (roughly, the smallest or lowest-level things). Here I sketch an alternative to top-ism and bottom-ism, the view that a middle level could be the most fundamental, and argue for its plausibility. I then suggest that the view satisfies the desiderata of asymmetry, irreflexivity, transitivity, and well-foundedness of fundamentality, that the view has explanatory power (...) on par with that of top-ism and bottom-ism, and that it satisfies the Principle of Sufficient Reason. (shrink)

The debate on love's reasons ignores unrequited love, which—I argue—can be as genuine and as valuable as reciprocated love. I start by showing that the relationship view of love cannot account for either the reasons or the value of unrequited love. I then present the simple property view, an alternative to the relationship view that is beset with its own problems. In order to solve these problems, I present a more sophisticated version of the property view that integrates ideas from (...) different property theorists in the love literature. However, even this more sophisticated property view falls short in accounting for unrequited love's reasons. In response, I develop a new version of the property view that I call the experiential view. On this view, we love a person not only in virtue of properties shaped by and experienced in a reciprocal loving relationship, but also in virtue of perspectival properties, whose value can be properly assessed also outside of a reciprocal loving relationship. The experiential view is the only view that can account not only for reciprocated love's reasons, but also for unrequited love's reasons. (shrink)

The purpose of this paper is to introduce a bi-intuitionistic sequent calculus and to give proofs of admissibility for its structural rules. The calculus I will present, called SC2Int, is a sequent calculus for the bi-intuitionistic logic 2Int, which Wansing presents in [2016a]. There he also gives a natural deduction system for this logic, N2Int, to which SC2Int is equivalent in terms of what is derivable. What is important is that these calculi represent a kind of bilateralist reasoning, since they (...) do not only internalize processes of verifcation or provability but also the dual processes in terms of falsifcation or what is called dual provability. In [Wansing, 2017] a normal form theorem for N2Int is stated, here, I want to prove a cut-elimination theorem for SC2Int, i.e., if successful, this would extend the results existing so far. (shrink)

The social categories to which we belong—Latino, disabled, American, woman— causally influence our lives in deep and unavoidable ways. One might be pulled over by police because one is Latino, or one might receive a COVID vaccine sooner because one is American. Membership in these social categories most often falls outside of our control. This paper argues that membership in social categories constitutes a restriction on human agency, creating a situation of non-ideal agency for many human individuals. -/- However, there (...) are ways to resist the causal influence of social categories, and certain socially marginalized groups can be understood as attempting to do just this. I discuss two instances of social category resistance: gender pronouns and the rights of trans individuals. I suggest that the intentional declaration of gender pronouns (“she/her” or “they/them”) can be understood as an attempt to resist the causal powers of nonconsensual social categorization. Similarly, one among many reasons to support the rights of trans individuals is that their self-declarations of gender identity can be viewed as a reclamation of agency in the face of causal constraints imposed by socially defined and imposed gender categories. This lesson can be generalized to people belonging to a broad range of marginalized groups. (shrink)

What does it mean to hold a belief? Some of our ways of speaking in English suggest that to hold a belief is to have something in your mind: beliefs are things we acquire, defend, recover, and so on (Abelson, 1986). That is, believing is a matter of being in a state of having a thing. In this paper, I will argue for an alternative: believing is something we do. This is not a new suggestion. For instance, Matthew Boyle (2011) (...) defends a theory of belief as an activity, which he traces back to Aristotle. This paper, however, makes two new contributions: first, I argue for an analogy between belief and planning that fleshes out what it would mean to understand belief as an activity, and second, I aim to show how the resulting view can help sense of a variety of theories in cognitive psychology that suggest cognitive information storage is dynamic and reconstructive. (shrink)

Envy is almost universally condemned. But is its reputation warranted? Sara Protasi argues envy is multifaceted and sometimes even virtuous.

The most popular uniting theme in feminist peace literature grounds women's peace work in mothering. I argue if maternal arguments do not address the variety of relationships different races and classes of mothers have to institutional violence and/or the military, then the resulting peace politics can only draw incomplete conclusions about the relationships between maternal work/thinking and peace. To illustrate this I compare two models of mothering: Sara Ruddick's decription of "maternal practice" and Patricia Hill Collins's account of racial-ethnic (...) women's "motherwork.". (shrink)

In this paper I present a novel taxonomy of envy, according to which there are four kinds of envy: emulative, inert, aggressive and spiteful envy. An inquiry into the varieties of envy is valuable not only to understand it as a psychological phenomenon, but also to shed light on the nature of its alleged viciousness. The first section introduces the intuition that there is more than one kind of envy, together with the anecdotal and linguistic evidence that supports it. The (...) second section proposes and explains in detail a definition of envy tout court. The third section presents a recurring distinction between behavioral tendencies of envy, which has been explained in two distinct ways, one mostly proposed by psychologists, the other discernible in the philosophical tradition. The fourth section argues that these models of explanation track two variables, whose interplay is responsible for the existence of the four envies. The fifth section illustrates four paradigmatic cases, and provides a detailed analysis of the phenomenology, motivational structure, and typical behavioral outputs of each. The paper ends with a brief discussion of the implications of the taxonomy for moral education. (shrink)

Is morality intuitive or deliberative? The distinction can obscure the role of folk moral theories in moral judgment; judgments may arise 'intuitively' yet result from abstract theoretical and philosophical commitments that participate in 'deliberative' reasoning.

Generative AI programs can produce high-quality written and visual content that may be used for good or ill. We argue that a credit–blame asymmetry arises for assigning responsibility for these outputs and discuss urgent ethical and policy implications focused on large-scale language models.

This paper poses an original puzzle about the relationship between causation and moral responsibility called The Moral Difference Puzzle. Using the puzzle, the paper argues for three related ideas: (1) the existence of a new sort of moral luck; (2) an intractable conflict between the causal concepts used in moral assessment; and (3) inability of leading theories of causation to capture the sorts of causal differences that matter for moral evaluation of agents’ causal contributions to outcomes.

This paper aims to reconfigure the place of memory in epistemology. I start by rethinking the problem that memory systems solve; rather than merely functioning to store information, I argue that the core function of any memory system is to support accurate and relevant retrieval. This way of specifying the function of memory has consequences for which structures and mechanisms make up a memory system. In brief, memory systems are modeling systems. This means that they generate, update and manage a (...) series of overlapping, simplified, relational representations that map out features of the world. Succeeding at building and maintaining models requires the kind of active knowledge generation traditionally associated only with deliberative reasoning. (shrink)

The Judith Butler Reader is a collection of writings that span her impressive career and trace her intellectual history. Judith Butler, author of influential books such as Gender Trouble, has built her international reputation as a theorist of power, gender, sexuality and identity Organized in active collaboration between Judith Butler and Sara Salih Collects together writings that span Butler’s impressive career as a critical philosopher, including selections from both well-known and lesser-known works Includes an introduction and editorial material to (...) assist students in their readings of theories that stand at the forefront of contemporary theoretical and political debates. (shrink)

In this paper I will show the problems that are encountered when dealing with uniqueness of connectives in a bilateralist setting within the larger framework of proof-theoretic semantics and suggest a solution. Therefore, the logic 2Int is suitable, for which I introduce a sequent calculus system, displaying - just like the corresponding natural deduction system - a consequence relation for provability as well as one dual to provability. I will propose a modified characterization of uniqueness incorporating such a duality of (...) consequence relations, with which we can maintain uniqueness in a bilateralist setting. (shrink)

In _Willful Subjects_ Sara Ahmed explores willfulness as a charge often made by some against others. One history of will is a history of attempts to eliminate willfulness from the will. Delving into philosophical and literary texts, Ahmed examines the relation between will and willfulness, ill will and good will, and the particular will and general will. Her reflections shed light on how will is embedded in a political and cultural landscape, how it is embodied, and how will and (...) willfulness are socially mediated. Attentive to the wayward, the wandering, and the deviant, Ahmed considers how willfulness is taken up by those who have received its charge. Grounded in feminist, queer, and antiracist politics, her sui generis analysis of the willful subject, the figure who wills wrongly or wills too much, suggests that willfulness might be required to recover from the attempt at its elimination. (shrink)

I present and develop the view that omissions are de re possibilities of actual events. Omissions do not literally fail to occur; rather, they possibly occur. An omission is a tripartite metaphysical entity composed of an actual event, a possible event, and a contextually specified counterpart relation between them. This view resolves ontological, causal, and semantic puzzles about omissions, and also accounts for important data about moral responsibility for outcomes resulting from omissions.

Sometimes, we face choices between actions most likely to lead to valuable outcomes, and actions which put us in a better position to learn. These choices exemplify what is called the exploration/exploitation trade-off. In computer science and psychology, this trade-off has fruitfully been applied to modulating the way agents or systems make choices over time. This article extends the trade-off to belief. We can be torn between two ways of believing, one of which is expected to be more accurate in (...) light of current evidence, whereas the other is expected to lead to more learning opportunity and accuracy in the long run. Further, it is sometimes rationally permissible to choose the latter. The article breaks down the features of action which give rise to the trade-off, and then argues that each feature applies equally well to belief. This conclusion is an instance of a systematic, foreseeable way in which what is rational to believe now depends on what one expects to be doing in the future. That is, epistemic rationality fundamentally concerns time. (shrink)

Different ideas of the normative relevance of autonomy can give rise to profoundly different action-guiding principles in healthcare. If autonomy is seen as a value rather than as a right, it can be argued that patients’ decisions should sometimes be overruled in order to protect or promote their own autonomy. We refer to this as paternalism in the name of autonomy. In this paper, we discuss different elements of autonomy (decision-making capacity, efficiency, and authenticity) and arguments in favor of paternalism (...) for the sake of autonomy that have been proposed in the bioethical debate. We argue that if autonomy is valuable, then paternalism for the sake of autonomy may be justified. However, policies allowing paternalism in the name of autonomy may be self-defeating. (shrink)