This article considers the issue of opacity as a problem for socially consequential mechanisms of classification and ranking, such as spam filters, credit card fraud detection, search engines, news trends, market segmentation and advertising, insurance or loan qualification, and credit scoring. These mechanisms of classification all frequently rely on computational algorithms, and in many cases on machine learning algorithms to do this work. In this article, I draw a distinction between three forms of opacity: opacity as intentional corporate or state (...) secrecy, opacity as technical illiteracy, and an opacity that arises from the characteristics of machine learning algorithms and the scale required to apply them usefully. The analysis in this article gets inside the algorithms themselves. I cite existing literatures in computer science, known industry practices, and do some testing and manipulation of code as a form of lightweight code audit. I argue that recognizing the distinct forms of opacity that may be coming into play in a given application is a key to determining which of a variety of technical and non-technical solutions could help to prevent harm. (shrink)

With this third edition of Nelson Goodman's The Structure of Appear ance, we are pleased to make available once more one of the most in fluential and important works in the philosophy of our times. Professor Geoffrey Hellman's introduction gives a sustained analysis and appreciation of the major themes and the thrust of the book, as well as an account of the ways in which many of Goodman's problems and projects have been picked up and developed by others. Hellman (...) also suggests how The Structure of Appearance introduces issues which Goodman later continues in his essays and in the Languages of Art. There remains the task of understanding Good man's project as a whole; to see the deep continuities of his thought, as it ranges from logic to epistemology, to science and art; to see it therefore as a complex yet coherent theory of human cognition and practice. What we can only hope to suggest, in this note, is the b. road Significance of Goodman's apparently technical work for philosophers, scientists and humanists. One may say of Nelson Goodman that his bite is worse than his bark. Behind what appears as a cool and methodical analysis of the conditions of the construction of systems, there lurks a radical and disturbing thesis: that the world is, in itself, no more one way than another, nor are we. It depends on the ways in which we take it, and on what we do. (shrink)

ABSTRACTEmotional distractors can impair perception of subsequently presented targets, a phenomenon called emotion-induced blindness. Do emotional distractors lose their power to disrupt perception when appearing with increased frequency, perhaps due to desensitisation or enhanced recruitment of proactive control? Non-emotional tasks, such as the Stroop, have revealed that high frequency distractors or conflict lead to reduced interference, and distractor frequency appears to modulate attentional capture by emotional distractors in spatial attention tasks. But emotion-induced blindness is thought to reflect perceptual competition between (...) targets and emotional distractors, and it is unclear whether high frequency emotional stimuli cause less disruption at this relatively early stage of processing. In four experiments, participants searched streams of images for a rotated target image. A negative or neutral distractor appeared before the target, and their relative frequency was manipulated. Across all exper... (shrink)

Our primary focus is on analysis of the concept of voluntariness, with a secondary focus on the implications of our analysis for the concept and the requirements of voluntary informed consent. We propose that two necessary and jointly sufficient conditions must be satisfied for an action to be voluntary: intentionality, and substantial freedom from controlling influences. We reject authenticity as a necessary condition of voluntary action, and we note that constraining situations may or may not undermine voluntariness, depending on the (...) circumstances and the psychological capacities of agents. We compare and evaluate several accounts of voluntariness and argue that our view, unlike other treatments in bioethics, is not a value-laden theory. We also discuss the empirical assessment of individuals? perceptions of the degrees of noncontrol and self-control. We propose use of a particular Decision Making Control Instrument. Empirical research using this instrument can provide data that will help establish appropriate policies and procedures for obtaining voluntary consent to research. (shrink)

In the past 50 years, ethical concerns concerning human experimentation have arisen with the advancement of new medical research and technology. While the benefits of human experimentation are well known in the fields of biology, psychology, sociology, and medicine, the conditions of human subject research have been persistently controversial. This book discusses ethical perspectives, emerging developments and global challenged of patient rights. Topics include effective medical informed consent; rights to health and dental care; the ethics of HIV screening targeted to (...) the seriously mentally ill; and problems in ethics for medical publication. (shrink)

Artificial Intelligence (AI), especially of the machine learning (ML) variety, is used by health care organizations to assist with a number of tasks, including diagnosing patients and optimizing operational workflows. AI products already proliferate the health care market, with usage increasing as the technology matures. Although AI may potentially revolutionize health care, the use of AI in health settings also leads to risks ranging from violating patient privacy to implementing a biased algorithm. This chapter begins with a broad overview of (...) health care AI and how it is currently used. We then adopt a “lifecycle” approach to discussing issues with health care AI. We start by discussing the legal and ethical issues pertaining to how data to build AI are gathered in health care settings, focusing on privacy. Next, we turn to issues in algorithm development, especially algorithmic bias. We then discuss AI deployment to treat patients, focusing on informed consent. Finally, we will discuss existing oversight mechanisms for health AI in the United States: liability and regulation. (shrink)

This article illustrates how racial capitalism can enhance understandings of data, capital, and inequality through an in-depth study of digital platforms used for intervening in gender-based violence. Specifically, we examine an emergent sociotechnical strategy that uses software platforms and artificial intelligence chatbots to offer users emergency assistance, education, and a means to report and build evidence against perpetrators. Our analysis details how two reporting apps construct data to support institutionally legible narratives of violence, highlighting overlooked racialised dimensions of the data (...) capital generated through their use. We draw attention to how they reinforce property relations built on extraction and ownership, capital accumulation that reinforces benefits derived through data property relations and ownership, and the commodification of diversity and inclusion. Recognising these patterns are not unique to anti-violence apps, we reflect on how this example aids in understanding how racial capitalism becomes a constitutive element of digital platforms, which more generally extract information from users, rely on complex financial partnerships, and often sustain problematic relationships with the criminal legal system. We conclude with a discussion of how racial capitalism can advance scholarship at the intersections of data and power. (shrink)

With the introduction of new information communication technologies, employers are increasingly engaging in social media screening, also known as cybervetting, as part of their hiring process. Our research, using an online survey with 482 participants, investigates young people’s concerns with their publicly available social media data being used in the context of job hiring. Grounded in stakeholder theory, we analyze the relationship between young people’s concerns with social media screening and their gender, job seeking status, privacy concerns, and social media (...) use. We find that young people are generally not comfortable with social media screening. A key finding of this research is that concern for privacy for public information on social media cannot be fully explained by some “traditional” variables in privacy research. The research extends stakeholder theory to identify how social media data ethics should be inextricably linked to organizational practices. The findings have theoretical implications for a rich conceptualization of stakeholders in an age of social media and practical implications for organizations engaging in cybervetting. (shrink)

During the early twentieth century, the Bermuda Biological Station for Research functioned as a multipurpose scientific site. Jointly founded by New York University, Harvard University, and the Bermuda Natural History Society, the BBSR created opportunities for a mostly US-based set of practitioners to study animal biology in the field. I argue that mixed gender field stations like the BBSR supported professional advancement in science, while also operating as important places for women and men to experiment with the social and cultural (...) work of identity formation, courtship and marriage, and social critique. Between 1903 and 1930, the BBSR functioned as a laboratory of domesticity, a temporary scientific household in British Bermuda where women and men interacted with established colonial ideologies about science, sex difference, and racial hierarchy in their public and private accounts of doing biology and socializing in the field. Viewing field stations as generative of multiple forms of labor offers a corrective to narratives within the history of biology, in which scientific practices are considered to be the principal forms of output produced by practitioners in the field. Understanding how women and men at the BBSR engaged with the politics of gender and race from the periphery of U.S. networks of biology suggests that we might view field stations as shaping not only academic science but also domestic life and fields as disparate as fiction and the law. (shrink)

This article analyses the ‘live’ virtual human in ABBA Voyage, the long-awaited concert reunion of the Swedish pop group ABBA, via Vilém Flusser’s concept of the digital apparition. It first argues for these virtual performers (dubbed ‘ABBA-tars’) to be understood as externalized computational codes which shift the grounds of ownership over and consent to the use of one’s likeness. They are also key to disproportionate and as yet unaccountable power held by technology companies. Secondly, ABBA Voyage’s presentation of ABBA as (...) their past selves places time in a capitalism of immateriality profiting from the protean temporality of bodies. This temporal discombobulation thwarts finitude and confounds time in meanings of life, death and growth. The article thus addresses urgent confrontations between actual and virtual humans placed in the same physical environment, and paves the way for thinking about how we are going to deal and live with their virtuality. (shrink)

The Clarke/Rowe version of the Cosmological Argument is sound only if the Principle of Sufficient Reason is true, but many philosophers, including Rowe, think that there is not adequate evidence for the principle of sufficient reason. I argue that there may be indirect evidence for PSR on the grounds that if we do not accept it, we lose our best justification for an important principle of metaethics, namely, the Principle of Universalizability. To show this, I argue that all the other (...) justifications of the Principle of Universalizability on offer, including Richard Hare's, are inadequate. (shrink)

The article addresses the contributions psychoanalytic theory, particularly its concepts of transference and counter-transference, can make to our understanding of reflexivity in intercultural education (IE). After the introduction, the article is organized into three parts. The first part is a psychoanalytic discussion that focuses on the concepts of transference and counter-transference. The second part elaborates on the concepts of transference and counter-transference by presenting examples through existing studies in the fields of multicultural and IE and psychoanalysis to illuminate what it (...) would mean to psychoanalytically understand aspects of intercultural relations and reflexivity. In the third section, while contending that this article does not exclude other forms of reflexivity or delimit the danger of uncritically accepting the potentials for reflexivity, it offers the implications drawn from the discussions in the first and second sections by concluding that psychoanalysis is an area of inquiry that forces us to question how unconscious forces affect our interaction with students, the curriculum, and the meaning we give to teaching and learning experiences. The article concludes that reflexivity in IE can benefit from considering the effects of transference and counter-transference. (shrink)

Philosophical Papers, Volume 40, Issue 3, Page 279-283, November 2011.

This paper applies basic concepts of Logic-Based Therapy (LBT) to the case of a person in recovery from drug and alcohol addiction after relapse. The paper has been written in partial fulfillment of the requirements for the online Practical Reasoning course taught by Dr. Elliot D. Cohen at Indian River State College.

In this paper, I reconstruct Hobbes’ theory of self-love. I then examine Hume’s arguements that (i) self-love does not properly account for moral behavior and (ii) self-love is unnecessary for moral theory. I argue that Hobbesian self-love can account for both of Hume’s objections. Further, I use an analysis of Hobbes’ Deliberation to show, contra Hume, that self-love does not entail a lack of intention in moral action.

Nonsense‐mediated RNA decay (NMD) represents an established quality control checkpoint for gene expression that protects cells from consequences of gene mutations and errors during RNA biogenesis that lead to premature termination during translation. Characterization of NMD‐sensitive transcriptomes has revealed, however, that NMD targets not only aberrant transcripts but also a broad array of mRNA isoforms expressed from many endogenous genes. NMD is thus emerging as a master regulator that drives both fine and coarse adjustments in steady‐state RNA levels in the (...) cell. Importantly, while NMD activity is subject to autoregulation as a means to maintain homeostasis, modulation of the pathway by external cues provides a means to reprogram gene expression and drive important biological processes. Finally, the unanticipated observation that transcripts predicted to lack protein‐coding capacity are also sensitive to this translation‐dependent surveillance mechanism implicates NMD in regulating RNA function in new and diverse ways. (shrink)

Sexual harassment is often understood as a subjective notion that asks the woman if she has been victimized. This paper argues that we need not ask women if they are victims by conceptualizing sexual harassment as an objective notion that holds the perpetrator accountable for his actions. In making my case, I will apply an objective conception of sexual harassment to the U.S. Supreme Court case Meritor Savings Bank v. Vinson by drawing on the feminist view of sexual harassment given (...) by Anita Superson and the role of equality and autonomy as motivated by Ronald Dworkin and James Griffin, respectively. (shrink)

This paper will explore the 1948 Universal Declaration of Human Rights as an exemplar of political mythmaking, a genre of narrative designed to channel and thereby to quell social anxiety and to orient select groups toward desirable beliefs and practices. One of the Declaration’s most fundamental and forceful elements is its enshrinement of the “inherent dignity” of each member of the human family. Drawing upon contemporary theorizations of mythmaking and sacralization, this article will elucidate the manner in which inherent dignity (...) functions as the central item of sacredness within what we might call the “secular morality” of universal human rights. (shrink)

Presented as a Vorlesung in the German philosophical tradition, this book presents the most detailed account of Nelson's method of argument analysis, celebrated by many luminaries such as Karl Popper. It was written in 1921 in opposition to the relativistic, subjectivistic and nihilistic tendencies of Nelson's time. The book contains an exposition of a method that is a further development of Kant's transcendental dialectics, followed by an application to the critical analysis of arguments by many famous thinkers, including (...) Bentham, Mill, Poincaré, Leibniz, Hegel, Einstein, Bergson, Rickert, Simmel, Brentano, Stammler, Jellinek, Dingler, and Meinong. The book presents a general theory of philosophical argumentation as seen from the viewpoint of the typical fallacies committed by anybody arguing philosophically, whether professional philosophers or philosophical laypeople. Although the nature of philosophy and philosophical argumentation is one of the most recurrent objects of reflection for philosophers, this book represents the first attempt at a general theory of philosophical fallacy. According to Nelson, it is in the shape of false dilemmas that errors in reasoning always emerge, and false dilemmas are always the result of the same mechanism--the unwitting replacement of one concept for another. (shrink)

In response to Jürgen Habermas’s critical assessment of the import of Theodor Adorno’s aesthetics, I revisit Adorno’s aesthetics in the context of the question of whether and to what extent there can be an aesthetics of nature, and the potential ethical and social-political significance of such an aesthetics.

This study empirically investigates the dismissal of U.S. CEOs following negative media coverage of environmental, social, and governance (ESG) practices. Extending related literature on the media, ESG, and CEO dismissal, I develop a theoretical framework that considers the media as an influential third party that forms and reflects public opinion about ESG issues. In this role, the media reduces information asymmetry by providing cues on their relative salience and prompting corporate directors to attribute firm-level ESG issues to the CEO, regardless (...) of their involvement in the misconduct. Findings confirm this framework and particularly suggest that coverage of issues in prominent media sources is more likely to result in CEO dismissal. Further, companies that have made public commitments to ESG oversight and those with stronger monitoring are more likely to dismiss the CEO following negative coverage of ESG issues. Overall, this study builds an understanding of how contemporary boards approach the uncertain CEO dismissal decision amidst media coverage of ESG- related misconduct and reflects a shifting norm towards ESG integration at the board-level. (shrink)

In this moment of rising nationalism worldwide, governments, civil society groups, transnational companies, and web users all complain of increasing regional fragmentation online. While prior work in this area has primarily focused on issues of government censorship and regulatory compliance, we use an inductive and qualitative approach to examine targeted blocking by corporate entities of entire regions motivated by concerns about fraud, abuse, and theft. Through participant-observation at relevant events and intensive interviews with experts, we document the quest by professionals (...) tasked with preserving online security to use new machine-learning based techniques to develop a “fairer” system to determine patterns of “good” and “bad” usage. However, we argue that without understanding the systematic social and political conditions that produce differential behaviors online, these systems may continue to embed unequal treatments, and troublingly may further disguise such discrimination behind more complex and less transparent automated assessment. In order to support this claim, we analyze how current forms of regional blocking incentivize users in blocked regions to behave in ways that are commonly flagged as problematic by dominant security and identification systems. To realize truly global, non-Eurocentric cybersecurity techniques would mean incorporating the ecosystems of service utilization developed by marginalized users rather than reasserting norms of an imagined user that casts aberrations as suspect. (shrink)

This article is an analysis of rumors about Internet scamming told by Internet café users in the West African capital city of Accra, Ghana. Rumors provided accounts of how the Internet can be effectively operated by young Ghanaians to realize ‘‘big gains’’ through foreign connections. Yet these accounts were contradicted by the less promising direct experiences users had at the computer interface. Rumors amplified evidence of wildly successful as well as especially harmful encounters with the Internet. Rather than simply transferring (...) information, through the telling of rumors, Internet users reclaimed a social stability that was disrupted by the presence of the Internet. These stories cast young Ghanaian Internet users as both good and effective in relation to the Internet. The study of accounts as they relate to the activities accounted for is an established area of interest in social theory. By considering how rumors function as accounts and how such interpretations of the technology are propagated among users, this analysis contributes to a broader understanding of user agency. (shrink)

So often deployed as a jingoistic, even menacing rallying cry, or limited by a focus on passing moments of liberation, the rhetoric of freedom both rouses and repels. Does it remain key to autonomy, justice, and well-being, or is freedom's long star turn coming to a close? Does a continued obsession with it enliven and emancipate, or reflect a deepening nihilism (or both)? On Freedom examines such questions by tracing the concept's complexities in four realms: art, sex, drugs, and climate. (...) Drawing on a vast range of material, Maggie Nelson explores how we might think, experience, or talk about freedom in ways responsive to the conditions of our day. Her abiding interest lies in ongoing "practices of freedom" by which we negotiate our interrelation with others, with all the care and constraint that entails, while accepting difference and conflict as integral to our communion. As with all of Nelson's work, how she thinks-and how that thinking expresses itself in style-is crucial to the book's achievement. Through her generosity, rigor, and willingness to critically engage reigning pieties, Nelson shows that new forms of thinking and talking are available to us, ones that welcome a chorus of voices, and recommit us to our entanglement, even at its most difficult. On Freedom is an ambitious, essential book that reinvigorates the art of criticism. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Reviewed by:WisCon 46Laurie Fuller, Jenna N. Hanchey, and E. OrnelasExistence as Resistance, WisCon 46, May 26–29, 2023, Madison, Wisconsin, United StatesIn a world that seems structured to kill most of its occupants, there is a utopian impulse in the act of existence itself. WisCon 46 represented a prefigurative utopian impulse through centering continued marginalized existence as resistance.1 Leah Lakshmi Piepzna-Samarasinha calls “prefigurative politics” the “fancy term for the (...) idea of imagining and building the world we want to see now,” particularly in terms of access needs.2 The structure as well as the content of the convention itself created a space in which to set the groundwork for utopia: the ways that we live and act to resist structures of oppression in order to prefigure a better world.Since WisCon’s founding in 1977, its intended audience has been fans, authors, and academics interested in the intersection between feminism and “science fiction, fantasy, and speculative literature of all sorts.”3 While neither feminism nor speculative fiction could be solely defined as utopian, both do explore utopian impulses that inspire change for the better. Therein lies the hope of Alessa Johns’s proposal that “the utopian imagination has been crucial for feminists.”4 Lisa Yaszek agrees: “for nearly 200 years writers have used speculative fiction consciously and collectively to dramatize the political issues most central to women living in a technocultural world and to create a sense of wonder about the interrelated possibilities of social and scientific change.”5 Envisioning a liberatory world is a feminist imperative, and speculative fiction offers a unique venue to do so. This imperative informed WisCon this year, as participants collectively worked to imagine and enact a better future for marginalized folks, in and beyond the space of the conference. [End Page 618]Enabling Existence through Con StructuresWisCon is unique in attuning its organizational structure to the creation of liberatory futures in the here and now. WisCon is strongly attentive to disability access of all kinds, COVID safety, antiracist/anti-oppression principles, and safety and anti-abuse support for all these areas. In the contemporary US context—where COVID-19 remains a major barrier to disabled people wishing to participate in conventions, where racist violence continues to threaten BIPOC (Black, Indigenous, and People of Color) life, where queer and trans folks are under exacerbated legal attacks—creating a convention space that protects and enables marginalized participation becomes a means of prefiguring utopian potential through embodied praxis. As mask, capacity, and vaccination mandates disappear (despite these ongoing pandemic times), and as bigotry of all forms continues relatively unabated, WisCon 46 remains steadfast in its commitment to safety. In short, the conference itself aims to become a utopian space.WisCon organizers are also keenly aware of the challenges that many different bodyminds might encounter in large group settings.6 Trained monitors oversee in-person and online programming in an effort to discourage harmful words and actions as well as ensure the fullest participation for those most impacted. Hence, disability justice lies at the center of the Con’s policies and practices. The event is made as accessible as possible through careful attention to venue selection, including the availability of gender-neutral bathrooms, scent-free spaces, and quiet rooms, as well as the use of color communication badges.This year’s event followed strict masking and testing protocols: individually packaged rapid COVID-19 tests were available without cost at registration, as were KN95 masks. The Con kept an anonymized record of self-reported positive COVID-19 tests, in case of possible exposure. This mutual responsibility reflects the kind of utopianism inherent to disability politics; that is, disability “allows for reformulation of in/dependence and community,” a way of rethinking how we share space and produce knowledge together.7The conference’s decidedly feminist approach “to creating a space for feminism and its consideration within the science fiction community” is applied at every level. The Con’s general organization and procedures are structured as nonhierarchically as possible. There is a board of directors as well as co-chairs, but these are rotating positions. This “commitment to feminism” is [End Page 619] reflected... (shrink)

There are many important methodological decisions that need to be made when examining emotional reactivity in psychopathology. In the present study, we examined the effects of two such decisions in an investigation of emotional reactivity in depression: (1) which (if any) comparison condition to employ; and (2) how to define change. Depressed (N = 69) and control (N = 37) participants viewed emotion-inducing film clips while subjective and facial responses were measured. Emotional reactivity was defined using no comparison condition (i.e., (...) raw scores), baseline comparison condition (i.e., no stimulus presented), and neutral comparison condition (i.e., neutral stimulus presented). Change in emotional reactivity was assessed using four analytic approaches: difference scores, percentage change, residualised change, and ANCOVA. Results differed among the three comparison conditions and among several of the analytic approaches. Overall, our investigation suggests that choosing a comparison condition and the definition of change can significantly influence the presence of group differences in emotional reactivity. Recommendations for studies of emotional reactivity in psychopathology are discussed. (shrink)

The primary intention of this book is to elucidate the relations between sensory perception and art as a form of knowledge. This enables us to understand how different kinds of art are given their meaning not only from observation, resemblance and reason but also from an artist’s sensitivity to the inner form of sensory experience as it is realized in perception, reflection, memory and imagination. By assuming a number of different points of view, Part 1 shows how the physical object (...) and the act of sensory perception are logically interdependent, and I give my elaboration of this argument two kinds of emphasis. In the first place, it opposes all arguments that support a merging of the mental and physical, as in idealism, materialism, neutral monism and panpsychism. A conceptual distinction is observed because sensory perception gives the physical object its identity. This idea also implies that the physical object is only realized by sentient life - self-aware inner life and a world become possible simultaneously. The second emphasis concerns the mind-body problem, and towards the end of Part 1 I offer an argument which places this problem in a certain light by representing the brain not as a physical counterpart to inner experience but as essentially instrumental to perception and self-awareness, and related experience. The argument in Part 2 is distinguished by a sense of continuity between the nature of sensory perception and the formal resources of artists in both physical and literary media. Hence, in a discussion of Titian’s Assumption of the Virgin, I indicate ways in which the painter conveys the inner experience and character of the figures in the painting by means of compositional design, light and colour, and thereby uses these and other sensuous resources to portray human life and experience. This is followed by a discussion of two sonnets by Shakespeare, in which the same general aim is pursued by using the literary resources of figurative language. Finally, a discussion of Hamlet shows how, in this work, the augmentation of figurative language by dramatic form strengthens the view that art can provide a form of knowledge that is based as completely upon intuition about our sensory experience as it is upon reason and observation. Just as my (true) perception of a cup as a vessel for drinking tea or coffee arises immediately from past experience, so the dramatist can see immediately from his or her past experience how a character might perceive things and behave. -/- . (shrink)