As artificial intelligence (AI) thrives and propagates through modern life, a key question to ask is how to include humans in future AI? Despite human involvement at every stage of the production process from conception and design through to implementation, modern AI is still often criticized for its “black box” characteristics. Sometimes, we do not know what really goes on inside or how and why certain conclusions are met. Future AI will face many dilemmas and ethical issues unforeseen by their (...) creators beyond those commonly discussed (e.g., trolley problems and variants of it) and to which solutions cannot be hard-coded and are often still up for debate. Given the sensitivity of such social and ethical dilemmas and the implications of these for human society at large, when and if our AI make the “wrong” choice we need to understand how they got there in order to make corrections and prevent recurrences. This is particularly true in situations where human livelihoods are at stake (e.g., health, well-being, finance, law) or when major individual or household decisions are taken. Doing so requires opening up the “black box” of AI; especially as they act, interact, and adapt in a human world and how they interact with other AI in this world. In this article, we argue for the application of cognitive architectures for ethical AI. In particular, for their potential contributions to AI transparency, explainability, and accountability. We need to understand how our AI get to the solutions they do, and we should seek to do this on a deeper level in terms of the machine-equivalents of motivations, attitudes, values, and so on. The path to future AI is long and winding but it could arrive faster than we think. In order to harness the positive potential outcomes of AI for humans and society (and avoid the negatives), we need to understand AI more fully in the first place and we expect this will simultaneously contribute towards greater understanding of their human counterparts also. (shrink)

This paper examines relationships between accountants’ personal values and their moral reasoning. In particular, we hypothesize that there is an inverse relationship between accountants’ “Conformity” values and principled moral reasoning. This investigation is important because the literature suggests that conformity with rule-based standards may be one reason for professional accountants’ relatively lower scores on measures of moral reasoning (Abdolmohammadi et al. J Bus Ethics 16 (1997) 1717). We administered the Rokeach Values Survey (RVS) (Rokeach: 1973, The Nature of Human Values (...) (The Free Press, New York)) and the Defining Issues Test (DIT) (Rest: 1979, Development in Judgment Moral Issues (University of Minnesota Press, Minneapolis, MN)) to164 graduating accounting students enrolled in capstone courses at two universities in the Northeastern United States. As potential entrants into the accounting profession, these subjects bring their values and moral reasoning to bear on attitudes and behaviors in the workplace. We find a highly significant inverse relationship between “Conformity” values and principled moral reasoning (i.e., those who prefer Conformity values have lower levels of moral reasoning). However, we also find that accounting students as a group do not prefer Conformity values above other values such as Self-actualization and Idealism, and we find positive relationships between Self-actualization and Idealism values and moral reasoning. Implications for values and ethics research are discussed. (shrink)

This paper traces an expanded ethical perspective for youth and community work (YCW) practice in response to the climate and biodiversity crises. Discussing ecological ethics, we problematise the liberal humanist emphasis on utilitarianism and reject it as inappropriate for YCW in these times. Instead, we argue for an ecocentric practice ethic which intrinsically values the non-human world. To advance an ecocentric ethical perspective for YCW we draw on decolonial and posthuman theory. Inspired by a Freirean dialogical approach, we apply these (...) theoretical domains as lenses to problematise YCW practice, seeking a generative dialogue between perspectives. Through this, we identify three emergent tasks for ecocentric YCW: (a) thinking and acting beyond the individual; (b) cultivating reciprocal care and connection and (c) practicing critical pedagogies of place. This third element builds on YCW's social pedagogic tradition and provides a practical means to incorporate ecocentric ideas into practice. We conclude that, given the unprecedented implications of climate crises and biodiversity collapse, a YCW ethics that does not consider these implications for young people is insufficient for the context of practice today. Enacting an ecocentric YCW ethics requires ongoing collective praxis and dialogue between young people, practitioners, educators, managers and students. (shrink)

Deep convolutional networks exceed humans in sensitivity to local image properties, but unlike biological vision systems, do not discover and encode abstract relations that capture important properties of objects and events in the world. Coupling network architectures with additional machinery for encoding abstract relations will make deep networks better models of human abilities and more versatile and capable artificial devices.

ABSTRACTDifficulties with inhibiting fear have been associated with the emergence of anxiety problems and poor response to cognitive–behavioural treatment. Fear inhibition problems measured using experimental paradigms involving aversive stimuli may be inappropriate for vulnerable samples and may not capture fear inhibition problems evident in everyday life. We present the Fear Inhibition Questionnaire, a self-report measure of fear inhibition abilities. We assess the FIQ’s factor structure across two cultures and how well it correlates with fear inhibition indices derived experimentally. Adolescent participants (...) from Hong Kong and England completed the FIQ, with the English participants also completing a conditioning and extinction task to assess fear inhibition problems. Across both cultures, the FIQ showed a single factor structure and low FIQ scores, or worse fear inhibition problems, were associated with self-reports of heightened anxiety. Correlation of FIQ scores with experimental indices, whi... (shrink)

Over 40 years of research have shown that traumatic brain injury affects brain volume. However, technical and practical limitations made it difficult to detect brain volume abnormalities in patients suffering from chronic effects of mild or moderate traumatic brain injury. This situation improved in 2006 with the FDA clearance of NeuroQuant®, a commercially available, computer-automated software program for measuring MRI brain volume in human subjects. More recent strides were made with the introduction of NeuroGage®, commercially available software that is based (...) on NeuroQuant® and extends its utility in several ways. Studies using these and similar methods have found that most patients with chronic mild or moderate traumatic brain injury have brain volume abnormalities, and several of these studies found—surprisingly—more abnormal enlargement than atrophy. More generally, 102 peer-reviewed studies have supported the reliability and validity of NeuroQuant® and NeuroGage®. Furthermore, this updated version of a previous review addresses whether NeuroQuant® and NeuroGage® meet the Daubert standard for admissibility in court. It concludes that NeuroQuant® and NeuroGage® meet the Daubert standard based on their reliability, validity, and objectivity. Due to the improvements in technology over the years, these brain volumetric techniques are practical and readily available for clinical or forensic use, and thus they are important tools for detecting signs of brain injury. (shrink)

In The Postmodern Animal, Steve Baker explores how animal imagery has been used in modern and contemporary art and performance, and in postmodern philosophy and literature, to suggest and shape ideas about identity and creativity. Baker cogently analyses the work of such European and American artists as Olly and Suzi, Mark Dion, Paula Rego and Sue Coe, at the same time looking critically at the constructions, performances and installations of Robert Rauschenberg, Louise Bourgeois, Joseph Beuys and other (...) significant late twentieth-century artists. Baker's book draws parallels between the animal's place in postmodern art and poststructuralist theory, drawing on works as diverse as Jacques Derrida's recent analysis of the role of animals in philosophical thought and Julian Barnes's best-selling Flaubert's Parrot. (shrink)

Following Schelling (1960), coordination problems have mainly been considered in a context where agents can achieve a common goal (e.g., rendezvous) only by taking common actions. Dynamic versions of this problem have been studied by Crawford and Haller (1990), Ponssard (1994), and Kramarz (1996). This paper considers an alternative dynamic formulation in which the common goal (dispersion) can only be achieved by agents taking distinct actions. The goal of spatial dispersion has been studied in static models of habitat selection, location (...) or congestion games, and network analysis. Our results show how this goal can be achieved gradually, by indistinguishable non-communicating agents, in a dynamic setting. (shrink)

An international team of ethicists refresh the debate about human enhancement by examining whether resistance to the use of technology to enhance our mental and physical capabilities can be supported by articulated philosophical reasoning, or explained away, e.g. in terms of psychological influences on moral reasoning.

As a criterion for judging avant-garde art, newness has been regarded as more important than excellence. kermode's single venture into art criticism, "objects, jokes & art," suggests this search for the new has led to a trivialisation of art. ideas from his more recent literary criticism such as "the classic" could be applied to avant-garde art, providing a non-reactionary means of assessing value on the basis of a work's openness to a plurality of interpretations. this would offer an alternative reading (...) of the history of modern art, opposed to formalist and reductionist views of the modernist continuum. (shrink)

Are there circumstances under which scientists and engineers doing their ordinary jobs can be thought of as participants in a social movement? The technoscientists analyzed in this article are at the forefront of a new way of doing chemistry; they are attempting to redesign chemical products and synthesis pathways to significantly reduce health effects and environmental damage from industrial chemicals. Green chemistry practitioners and entrepreneurs now constitute a small minority of chemists and chemical engineers in the university, government, and corporate (...) sectors, but the innovators gradually are institutionalizing their efforts and winning converts. Drawing on concepts from social movement theory, the authors argue that examining green chemistry as a social movement sheds light on the intentional social organization of emerging scientific and engineering disciplines, advances thinking about the role of expertise in social change, and uncovers a possible pathway toward reconstructing chemical technologies on a more environmentally sustainable basis. The article closes with questions about potential coalitions among green chemists and engineers, regulators, and activist sectors of civil society. (shrink)

This dialogue concerns the nature of ethical responsibility in contemporary art practice, and its relation to questions of creativity; the role of writing in shaping the perception of transgenic art and related practices; and the problems that may be associated with trusting artists to act with integrity in the unchartered waters of their enthusiastic engagement with genetic technologies.

Hypnagogic and hypnopompic experiences (HHEs) accompanying sleep paralysis (SP) are often cited as sources of accounts of supernatural nocturnal assaults and paranormal experiences. Descriptions of such experiences are remarkably consistent across time and cultures and consistent also with known mechanisms of REM states. A three-factor structural model of HHEs based on their relations both to cultural narratives and REM neurophysiology is developed and tested with several large samples. One factor, labeled Intruder, consisting of sensed presence, fear, and auditory and visual (...) hallucinations, is conjectured to originate in a hypervigilant state initiated in the midbrain. Another factor, Incubus, comprising pressure on the chest, breathing difficulties, and pain, is attributed to effects of hyperpolarization of motoneurons on perceptions of respiration. These two factors have in common an implied alien ''other'' consistent with occult narratives identified in numerous contemporary and historical cultures. A third factor, labeled Unusual Bodily Experiences, consisting of floating/flying sensations, out-of-body experiences, and feelings of bliss, is related to physically impossible experiences generated by conflicts of endogenous and exogenous activation related to body position, orientation, and movement. Implications of this last factor for understanding of orientational primacy in self-consciousness are considered. Central features of the model developed here are consistent with recent work on hallucinations associated with hypnosis and schizophrenia. (shrink)

This collection of articles and associated discussion papers focuses on a problem that has attracted increasing attention from linguists and psychologists throughout the world during the past several years. Reduced to essentials, the problem is that of discovering the character of the mental capacities that make it possible for human beings to attain knowledge of their language on the basis of fragmentary and haphazard early linguistic experience. A fundamental assumption running through all of these contributions is that people possess strong (...) innate predispositions that are critical for success in this task. (shrink)

Was Descartes a Cartesian Dualist? In this controversial study, Gordon Baker and Katherine J. Morris argue that, despite the general consensus within philosophy, Descartes was neither a proponent of dualism nor guilty of the many crimes of which he has been accused by twentieth century philosophers. In lively and engaging prose, Baker and Morris present a radical revision of the ways in which Descartes' work has been interpreted. Descartes emerges with both his historical importance assured and his philosophical (...) importance redeemed. (shrink)

Attempts to understand visual attention have produced models based on location, in which attention selects particular regions of space, and models based on other visual attributes . Previous studies of inattentional blindness have contributed to our understanding of attention by suggesting that the detection of an unexpected object depends on the distance of that object from the spatial focus of attention. When the distance of a briefly flashed object from both fixation and the focus of attention is systematically varied, detection (...) appears to have a location-based component. However, the likelihood that people will detect an unexpected event in sustained and dynamic displays may depend on more than just spatial location. We investigated the influence of spatial location on inattentional blindness under precisely controlled, sustained and dynamic conditions. We found that although location-based models cannot fully account for the detection of unexpected objects, spatial location does play a role even when displays are visible for an extended period. (shrink)

With no precise boundaries, always on the move and too complex to be defined by space and time, is it possible to map the human subject? This book attempts to do just this, exploring the places of the subject in contemporary culture. The editors approach this subject from four main aspects--its construction, sexuality, limits and politics--using a wide ranging review of literature on subjectivity across the social and human sciences. The first part of the book establishes the idea that the (...) subject is constructed through detailed histories of the subject. The second part shows that sexuality cannot be assumed to be natural through the contributors' research on the place of sexuality in subjectivity and subjectivity in sexuality. The essays in the third part take issue with the idea of a singular, self-contained identity. Power relations and the effects of power are consistent themes throughout the book and the final section deals explicitly with relations of power, whether organized around gender, race, class or other kinds of difference. Contributors: Steve Pile, Nigel Thrift, Miles Ogborn, Carolyn Steedman, David Matless, David Sibley, David Bell, Julia Cream, Vic Seidler, Hester Parr, Chris Philo, Marcus Doel, Paul Rodaway, Nigel Rapport, Stephen Frosh, Valerie Walkerdine, Gillian Rose and Michael Keith. (shrink)

The U.S. Supreme Court recently held that the Second Amendment of the Constitution protects an individual's right to bear and keep arms.1 The Court's opinion will stimulate f...

The decision-theoretic account of probability in the Everett or many-worlds interpretation, advanced by David Deutsch and David Wallace, is shown to be circular. Talk of probability in Everett presumes the existence of a preferred basis to identify measurement outcomes for the probabilities to range over. But the existence of a preferred basis can only be established by the process of decoherence, which is itself probabilistic.

This study examines events at the conclusion of the 2006 stock option backdating scandal: the departures of C-level executives from firms implicated in backdating. The authors ask whether removing executives brings closure to the scandal, or if executive turnover creates greater uncertainty. Using a sample of 236 executive departures, the authors find that although overall market reaction to executive departures is negative, those departures involving a firm’s CEO or CFO ameliorate the market reaction. The authors also find that market reaction (...) worsens when the CEO “resigns,” versus being terminated, and when the firm involved has been previously identified as socially responsible. Results suggest that firms, by shaping who and how executives depart, may amplify or dampen the damage of existing scandalizing events. (shrink)