Critical algorithm scholarship has demonstrated the difficulties of attributing accountability for the actions and effects of algorithmic systems. In this commentary, we argue that we cannot stop at denouncing the lack of accountability for algorithms and their effects but must engage the broader systems and distributed agencies that algorithmic systems exist within; including standards, regulations, technologies, and social relations. To this end, we explore accountability in “the Generated Detective,” an algorithmically generated comic. Taking up the mantle of detectives ourselves, we (...) investigate accountability in relation to this piece of experimental fiction. We problematize efforts to effect accountability through transparency by undertaking a simple operation: asking for permission to re-publish a set of the algorithmically selected and modified words and images which make the frames of the comic. Recounting this process, we demonstrate slippage between the “complication” of the algorithm and the obscurity of the legal and institutional structures in which it exists. (shrink)

A fundamental fact about human minds is that they are never truly alone: all minds are steeped in situated interaction. That social interaction matters is recognized by any experimentalist who seeks to exclude its influence by studying individuals in isolation. On this view, interaction complicates cognition. Here, we explore the more radical stance that interaction co-constitutes cognition: that we benefit from looking beyond single minds toward cognition as a process involving interacting minds. All around the cognitive sciences, there are approaches (...) that put interaction center stage. Their diverse and pluralistic origins may obscure the fact that collectively, they harbor insights and methods that can respecify foundational assumptions and fuel novel interdisciplinary work. What might the cognitive sciences gain from stronger interactional foundations? This represents, we believe, one of the key questions for the future. Writing as a transdisciplinary collective assembled from across the classic cognitive science hexagon and beyond, we highlight the opportunity for a figure-ground reversal that puts interaction at the heart of cognition. The interactive stance is a way of seeing that deserves to be a key part of the conceptual toolkit of cognitive scientists. (shrink)

More than forty years have passed since Congress, in response to the Civil Rights Movement, enacted sweeping antidiscrimination laws in the Civil Rights Act of 1964, the Voting Rights Act of 1965, and the Fair Housing Act of 1968. As a signal achievement of that legacy, in 2008, Americans elected their first African American president. Some would argue that we have finally arrived at a postracial America, butThe Imperative of Integration indicates otherwise. Elizabeth Anderson demonstrates that, despite progress toward (...) racial equality, African Americans remain disadvantaged on virtually all measures of well-being. Segregation remains a key cause of these problems, and Anderson skillfully shows why racial integration is needed to address these issues. Weaving together extensive social science findings--in economics, sociology, and psychology--with political theory, this book provides a compelling argument for reviving the ideal of racial integration to overcome injustice and inequality, and to build a better democracy. -/- Considering the effects of segregation and integration across multiple social arenas, Anderson exposes the deficiencies of racial views on both the right and the left. She reveals the limitations of conservative explanations for black disadvantage in terms of cultural pathology within the black community and explains why color blindness is morally misguided. Multicultural celebrations of group differences are also not enough to solve our racial problems. Anderson provides a distinctive rationale for affirmative action as a tool for promoting integration, and explores how integration can be practiced beyond affirmative action. -/- Offering an expansive model for practicing political philosophy in close collaboration with the social sciences, this book is a trenchant examination of how racial integration can lead to a more robust and responsive democracy. (shrink)

Feminist epistemology and philosophy of science studies the ways in which gender does and ought to influence our conceptions of knowledge, the knowing subject, and practices of inquiry and justification. It identifies ways in which dominant conceptions and practices of knowledge attribution, acquisition, and justification systematically disadvantage women and other subordinated groups, and strives to reform these conceptions and practices so that they serve the interests of these groups. Various practitioners of feminist epistemology and philosophy of science argue that dominant (...) knowledge practices disadvantage women by (1) excluding them from inquiry, (2) denying them epistemic authority, (3) denigrating their “feminine” cognitive styles and modes of knowledge, (4) producing theories of women that represent them as inferior, deviant, or significant only in the ways they serve male interests, (5) producing theories of social phenomena that render women's activities and interests, or gendered power relations, invisible, and (6) producing knowledge (science and technology) that is not useful for people in subordinate positions, or that reinforces gender and other social hierarchies. Feminist epistemologists trace these failures to flawed conceptions of knowledge, knowers, objectivity, and scientific methodology. They offer diverse accounts of how to overcome these failures. They also aim to (1) explain why the entry of women and feminist scholars into different academic disciplines, especially in biology and the social sciences, has generated new questions, theories, and methods, (2) show how gender has played a.. (shrink)

We citizens of the 21st century live in a world where division of epistemic labour rules. Most of what we know we learned from the spoken or written word of others, and we depend in endless practical ways on the technological fruits of the dispersed knowledge of others—of which we often know almost nothing—in virtually every moment of our lives. Interest has been growing in recent years amongst philosophers, in the issues in epistemology raised by this fact. One issue concerns (...) the depth and extent of our epistemic dependence on testimony, as we may label this broad epistemic source: Do we have any knowledge at all that is free of epistemic dependence on what we have learned from others? A related question is whether our entitlement to believe what we have learned from others can be explained without invoking any epistemic principles special to testimony. These questions concern, as it were, the macro-epistemology of testimony. In the present discussion I shall focus instead on the micro foundations. Testimony, in our broad sense, can occur through an extensive range of types of spoken and written means of purportedly factual communication, including telephone calls, e-mails and personal letters, lectures and radio broadcasts, newspapers, textbooks and encyclopaedias, personal diaries, and public records of all kinds. But the central paradigm—what started the whole communication thing off—is surely that of face-to-face spoken encounter, when one person tells something to another, thereby intending and hoping to share her knowledge with her audience. I begin by describing the speech act of telling, identifying what takes place in a felicitous act of telling. From the nature of the speech act of telling, we see precisely how it is that knowledge is, when all goes as it should, acquired from teller by trusting hearer, in such an act, and in acts of testimony more broadly. (shrink)

Permissivism is the thesis that, for some body of evidence and a proposition p, there is more than one rational doxastic attitude any agent with that evidence can take toward p. Proponents of uniqueness deny permissivism, maintaining that every body of evidence always determines a single rational doxastic attitude. In this paper, we explore the debate between permissivism and uniqueness about evidence, outlining some of the major arguments on each side. We then consider how permissivism can be understood as an (...) underdetermination thesis, and show how this moves the debate forward in fruitful ways: in distinguishing between different types of permissivism, in dispelling classic objections to permissivism, and in shedding light on the relationship between permissivism and evidentialism. (shrink)

Sri Aurobindo: the future -- Sri Aurobindo's contribution to humanity -- Sri Aurobindo's realisations -- Spirit & significance of Indian culture -- Sri Aurobindo's revelations.

Comparative study of yoga philosophy of Vemana, Telugu poet and Vijñānabhairava, Hindu Tantric text.

Traditional theistic arguments conclude that God exists. Pragmatic theistic arguments, by contrast, conclude that you ought to believe in God. The two most famous pragmatic theistic arguments are put forth by Blaise Pascal (1662) and William James (1896). Pragmatic arguments for theism can be summarized as follows: believing in God has significant benefits, and these benefits aren’t available for the unbeliever. Thus, you should believe in, or ‘wager on’, God. This article distinguishes between various kinds of theistic wagers, including finite (...) vs. infinite wagers, premortem vs. postmortem wagers, and doxastic vs. acceptance wagers. Then, we’ll turn to the epistemic-pragmatic distinction, and discusses the nuances of James’ argument, and how views like epistemic permissivism and epistemic consequentialism provide unique “hybrid” wagers. Finally, we’ll cover outstanding objections and responses. (shrink)

Recent defenses of same-sex marriage and polygamy have invoked the liberal doctrines of neutrality and public reason. Such reasoning is generally sound but does not go far enough. This paper traces the full implications of political liberalism for marriage. I argue that the constraints of public reason, applied to marriage law, entail ‘minimal marriage’, the most extensive set of state-determined restrictions on marriage compatible with political liberalism. Minimal marriage sets no principled restrictions on the sex or number of spouses and (...) the nature and purpose of their caring relationships, nor on which marital rights are exchanged, and whether they are exchanged reciprocally or asymmetrically. Minimal marriage supports adult care networks, urban tribes, friendships, and other forms of relationships as well as ‘traditional’ marriages. I provide a publically justifiable rationale for a legal framework supporting non-dependent caring relationships between adults. The argument is that caring relationships are primary goods, and that liberal justice accordingly requires legal frameworks supporting caring relationships. Minimal marriage is one such framework. (shrink)

This article is written by a descendant of enslaved Africans and explores the theological significance of Black bodies. Black bodies have been commodified, controlled and coerced by White hegemony, often lacking agency and self-determination. Using personal experience and contextual analysis, this article, drawing on Black theology inspired reflections, argues that we need to rethink how we conceive of Black bodies ethically, if Black lives are to really matter. The rehabilitation of Black bodies is achieved through a theological reappraisal of holiness (...) and sacraments, underpinned by an embodied pneumatology, in which Black bodies are shown to be sacramental and worthy of mattering in a world underpinned by White supremacy. (shrink)

In the data collection phase, the digital images are captured using sensors that often contaminated by noise (undesired random signal). In digital image processing task, enhancing the image quality and reducing the noise is a central process. Image denoising effectively preserves the image edges to a higher extend in the flat regions. Several adaptive filters (median filter, Gaussian filter, fuzzy filter, etc.) have been utilized to improve the smoothness of digital image, but these filters failed to preserve the image edges (...) while removing noise. In this paper, a modified fuzzy set filter has been proposed to eliminate noise for restoring the digital image. Usually in fuzzy set filter, sixteen fuzzy rules are generated to find the noisy pixels in the digital image. In modified fuzzy set filter, a set of twenty-four fuzzy rules are generated with additional four pixel locations for determining the noisy pixels in the digital image. The additional eight fuzzy rules ease the process of finding the image pixels,whether it required averaging or not. In this scenario, the input digital images were collected from the underwater photography fish dataset. The efficiency of the modified fuzzy set filter was evaluated by varying degrees of Gaussian noise (0.01, 0.03, and 0.1 levels of Gaussian noise). For performance evaluation, Structural Similarity (SSIM), Mean Structural Similarity (MSSIM), Mean Square Error (MSE), Normalized Mean Square Error (NMSE), Universal Image Quality Index (UIQI), Peak Signal to Noise Ratio (PSNR), and Visual Information Fidelity (VIF) were used. The experimental results showed that the modified fuzzy set filter improved PSNR value up to 2-3 dB, MSSIM up to 0.12-0.03, and NMSE value up to 0.38-0.1 compared to the traditional filtering techniques. (shrink)

In this project I am concerned with the extent to which conceptual engineering happens in domains outside of philosophy, and if so, what that might look like. Specifically, I’ll argue that...

A new resolution of the mind-body problem that reconciles materialism and idealism.

In spite of the remarkable progress made in the burgeoning field of social neuroscience, the neural mechanisms that underlie social encounters are only beginning to be studied and could —paradoxically— be seen as representing the ‘dark matter’ of social neuroscience. Recent conceptual and empirical developments consistently indicate the need for investigations, which allow the study of real-time social encounters in a truly interactive manner. This suggestion is based on the premise that social cognition is fundamentally different when we are in (...) interaction with others rather than merely observing them. In this article, we outline the theoretical conception of a second-person approach to other minds and review evidence from neuroimaging, psychophysiological studies and related fields to argue for the development of a second-person neuroscience, which will help neuroscience to really go social; this may also be relevant for our understanding of psychiatric disorders construed as disorders of social cognition. (shrink)

The question of how multinational enterprises respond to local corporate social responsibility expectations remains salient, also in the context of many African governments’ attempts to define and regulate business responsibilities. What determines whether MNEs respond to such local, state-driven expectations as congruent with their global commitment to CSR? Adopting an institutional logics perspective, we argue that a higher global CSR commitment will lead to higher local responsiveness when regulatory distance is low, but it will lead to lower local responsiveness when (...) regulatory distance is high. We find support for our hypothesis using data on 93 MNEs’ responses to the South African state’s Broad-Based Black Economic Empowerment policy. We thus contribute to the global–local CSR literature and show how MNEs’ local CSR responsiveness will be shaped by not only the local context but also their home country and firm-internal environments. (shrink)

On a rainy day in May 1988, a lowland gorilla named Willie B. stepped outdoors for the first time in twenty-seven years, into a new landscape immersion exhibit. Born in Africa, Willie B. had been captured by an animal collector and sold to a zoo. During the decades he spent in a cage, zoos stopped collecting animals from the wild and Americans changed the ways they wished to view animals in the zoo. Zoos developed new displays to simulate landscapes like (...) the Amazon River basin and African forests. Exhibits similar to animals' natural habitats began to replace old-fashioned animal houses. But such displays are only the most recent effort of zoos to present their audiences with an authentic experience of nature. Since the first zoological park opened in the United States in Philadelphia in 1874, zoos have promised their visitors a journey into the natural world. And for more than a century they have been popular places for education and recreation: every year more than 130 million Americans go to zoos to look at the animals and enjoy a day outdoors. The first book-length history of American zoos, Animal Attractions examines the meaning of nature in the city by looking at the ways zoos have assembled and displayed their animal collections. Situated literally and culturally in the American middle landscape, zoos are concrete expressions of longstanding tensions between wildness and civilization, science and popular culture, education and entertainment. In their efforts to promote nature appreciation, they reveal much about how our culture envisions the natural world and the human place in it and how these ideas have changed. (shrink)

This chapter defends the account of metaphysical indeterminacy of Barnes and Williams against Eklund's objections.

On the phenomenal view of evidence, seemings are evidence. More precisely, if it seems to S that p, S has evidence for p. Here, I raise a worry for this view of evidence; namely, that it has the counterintuitive consequence that two people who disagree would rarely, if ever, share evidence. This is because almost all differences in beliefs would involve differences in seemings. However, many literatures in epistemology, including the disagreement literature and the permissivism literature, presuppose that people who (...) disagree often do share evidence. I conclude that this is a reason to question the phenomenal view of evidence. (shrink)

The question of the relation between the collective and the individual has had a long but patchy history within both philosophy and psychology. In this chapter we consider some arguments that could be adopted for the primacy of the we, and examine their conceptual and empirical implications. We argue that the we needs to be seen as a developing and dynamic identity, not as something that exists fully fledged from the start. The concept of we thus needs more nuanced and (...) differentiated treatment than currently exists, distinguishing it from the idea of a ‘common ground’ and discerning multiple senses of ‘we-ness’. At an empirical level, beginning from the shared history of human evolution and prenatal existence, a simple sense of pre-reflective we-ness, we argue, emerges from second-person I-you engagement in earliest infancy. Developmentally, experientially and conceptually, engagement remains fundamental to the we throughout its many forms, characterized by reciprocal interaction and conditioned by the normative aspects of mutual addressing. (shrink)

This chapter contains sections titled: Rosen's Argument Objections to Rosen's Argument The Significance of the Narrower Conclusion My Proposed View Objections to the Proposed View Understanding My Disagreement with Rosen Conclusion.

In this article, we advance the perspective that distinct emotions amplify different moral judgments, based on the emotion’s core appraisals. This theorizing yields four insights into the way emotions shape moral judgment. We submit that there are two kinds of specificity in the impact of emotion upon moral judgment: domain specificity and emotion specificity. We further contend that the unique embodied aspects of an emotion, such as nonverbal expressions and physiological responses, contribute to an emotion’s impact on moral judgment. Finally, (...) emotions play a key role in determining which issues acquire moral significance in a society over time, in a process known as moralization (Rozin, 1999). The implications of these four observations for future research on emotion and morality are discussed. (shrink)

This paper defends the avowal view of self-deception, according to which the self-deceived agent has been led by the evidence to believe that ¬p and yet is sincere in asserting that p. I argue that the agent qualifies as sincere in asserting the contrary of what they in the most basic sense believe in virtue of asserting what they are committed to believing. It is only by recognizing such commitments and distinguishing them from the more basic beliefs whose rational regulation (...) is automatic that the tension between the self-deceived agent’s actions and assertions can be explained in a core subset of cases of self-deception. (shrink)

What is faith? How is faith different than belief and hope? Is faith irrational? If not, how can faith go beyond the evidence? This chapter introduces the reader to philosophical questions involving faith and reason. First, we explore a four-part definition of faith. Then, we consider the question of how faith could be rational yet go beyond the evidence.

As algorithms have become ubiquitous in consequential domains, societal concerns about the potential for discriminatory outcomes have prompted urgent calls to address algorithmic bias. In response, a rich literature across computer science, law, and ethics is rapidly proliferating to advance approaches to designing fair algorithms. Yet computer scientists, legal scholars, and ethicists are often not speaking the same language when using the term ‘bias.’ Debates concerning whether society can or should tackle the problem of algorithmic bias are hampered by conflations (...) of various understandings of bias, ranging from neutral deviations from a standard to morally problematic instances of injustice due to prejudice, discrimination, and disparate treatment. This terminological confusion impedes efforts to address clear cases of discrimination. -/- In this paper, we examine the promises and challenges of different approaches to disambiguating bias and designing for justice. While both approaches aid in understanding and addressing clear algorithmic harms, we argue that they also risk being leveraged in ways that ultimately deflect accountability from those building and deploying these systems. Applying this analysis to recent examples of generative AI, our argument highlights unseen dangers in current methods of evaluating algorithmic bias and points to ways to redirect approaches to addressing bias in generative AI at its early stages in ways that can more robustly meet the demands of justice. (shrink)

Credences are similar to levels of confidence, represented as a value on the [0,1] interval. This chapter sheds light on questions about credence, including its relationship to full belief, with an eye toward the empirical relevance of credence. First, I’ll provide a brief epistemological history of credence and lay out some of the main theories of the nature of credence. Then, I’ll provide an overview of the main views on how credences relate to full beliefs. Finally, I’ll turn to the (...) empirical, and suggest some ways that cognitive science does and could answer questions about credence, such as what credences one has, how credences relate to beliefs, and the extent to which we can control our credences. (shrink)

What attitude should philosophers take toward their favorite philosophical theories? I argue that the answer is belief and middling to low credence. I begin by discussing why disagreement has motivated the view that we cannot rationally believe our philosophical theories. Then, I show why considerations from disagreement actually better support my view. I provide two additional arguments for my view: the first concerns roles for belief and credence and the second explains why believing one’s philosophical theories is superior to accepting (...) them. I close by addressing objections, including implications my view has for the Lockean thesis, the view that there is a normative connection between belief and high credence. (shrink)

In this book, Christian Barry and Sanjay G. Reddy propose ways in which the international trading system can support poor countries in promoting the well-being of their peoples.

Epistemic paternalism is the practice of interfering with someone’s inquiry, without their consent, for their own epistemic good. In this chapter, I explore the relationship between epistemic paternalism and two other epistemological theses: epistemic permissivism and standpoint epistemology. I argue that examining this relationship is fruitful because it sheds light on a series of cases in which epistemic paternalism is unjustified and brings out notable similarities between epistemic permissivism and standpoint epistemology.

The aim of this study was to explore the obligations of nurses and physicians in providing end-of-life care. Nineteen nurses and 11 physicians from a single newborn intensive care unit participated. Using content analysis, an overarching obligation of creating the best possible experience for infants and parents was identified, within which two categories of obligations (decision making and the end of life itself) emerged. Obligations in decision making included talking to parents and timing withdrawal. End-of-life obligations included providing options, preparing (...) parents, being with, advocating, creating peace and normalcy, and providing comfort. Nurses and physicians perceived obligations in both categories, although nurse obligations centered on the end of life while physician obligations focused on decision making. The findings demonstrate that, although the ultimate goal is shared by both disciplines, the paths to achieving that goal are often different. This has important implications for collaboration, communication, and improving the end of life. (shrink)

Ruins are evocative structures, and we value them in different ways for the various things they mean to us. Ruins can be aesthetically appreciated, but they are also valued for their historical importance, what they symbolize to different cultures and communities, and as lucrative objects, i.e., for tourism. However, today an increasing number of ancient ruins have been damaged or completely destroyed by acts of war. In 2001 the Taliban struck a major blow to cultural heritage by blasting the Bamiyan (...) Buddhas out of existence. They were not easy to destroy. This direct targeting of cultural property might change our attitudes toward conservation practices. Francesco Bandarin, the UNESCO assistant director-general for culture, states, “Deliberate destruction has created a new context. At the time, Bamiyan was an exceptional case.” Bandarin’s comments notwithstanding, the destruction of cultural property in times of war is not new. Not only is there relatively settled international law prohibiting the looting of cultural property during times of war, we can find examples of intentional destruction of cultural property from thousands of years ago. In this paper I would like to focus on one particular case, that of the Mỹ Sơn Archaeological Sanctuary, in the Socialist Republic of Việt Nam. Mỹ Sơn is the foremost Champa archaeological site and the largest archaeological site in Việt Nam. The largest temple (kalan) at Mỹ Sơn, A1, was destroyed in a US bombing raid in 1969. In this paper I highlight different approaches to architectural cultural heritage preservation in terms of reconstruction, restoration, and ruination -- with an eye to applying these approaches to the remains of the A1 temple in Mỹ Sơn. I briefly discuss the history of Mỹ Sơn before providing some reasons to believe that we should allow A1 to ruinate. (shrink)