Recent events have highlighted large-scale systemic racial disparities in U.S. criminal justice based on race and other demographic characteristics. Although criminological datasets are used to study and document the extent of such disparities, they often lack key information, including arrestees’ racial identification. As AI technologies are increasingly used by criminal justice agencies to make predictions about outcomes in bail, policing, and other decision-making, a growing literature suggests that the current implementation of these systems may perpetuate racial inequalities. In this paper, (...) we argue that AI technologies should be investigated to understand how they recognize racial categories and whether they can be harnessed to fill missing race data. By bridging this gap, we can work towards better understanding racial inequalities in a wide range of contexts, most notably criminal justice. Using a multidisciplinary perspective, we rethink the design and methodology used in facial processing technology (FPT) based on supervised deep learning model (DLM) image classification. By modifying standard FPT pipelines to tackle multiple sources of DLM bias, we propose an experimental methodology based on ethical AI principles to generate binary (Black and White) racial categories using mugshots. We go beyond simply reporting DLM accuracies and address fundamental issues such as generalizability and interpretability by using a “self-auditing” approach. First, we evaluate the inference performances of 42 fine-tuned DLMs using unseen test images from the same dataset but subject to varying data augmentations. Next, to interpret and validate our methodological approach, we apply gradient-based saliency maps to assess the consistency of facial region relevance and attribution. Finally, drawing upon insights from three areas (computer science, sociology, and law), we investigate the efficacy of our DLM-based method as a tool for detecting racial inequalities in criminal justice. (shrink)

Nick Bostrom's book *Superintelligence* outlines a frightening but realistic scenario for human extinction: true artificial intelligence is likely to bootstrap itself into superintelligence, and thereby become ideally effective at achieving its goals. Human-friendly goals seem too abstract to be pre-programmed with any confidence, and if those goals are *not* explicitly favorable toward humans, the superintelligence will extinguish us---not through any malice, but simply because it will want our resources for its own purposes. In response I argue that things might (...) not be as bad as Bostrom suggests. If the superintelligence must *learn* complex final goals, then this means such a superintelligence must in effect *reason* about its own goals. And because it will be especially clear to a superintelligence that there are no sharp lines between one agent's goals and another's, that reasoning could therefore automatically be ethical in nature. (shrink)

In a recent paper (2008), I presented two arguments against the thesis that intentional states are essentially normative. In this paper, I defend those arguments from two recent responses, one from Nick Zangwill in his (2010), and one from Daniel Laurier in the present volume, and offer improvements of my arguments in light of Laurier’s criticism.

ABSTRACTIn a series of articles, Asbjørn Steglich-Petersen and Nick Zangwill argue that, since propositional attitude ascription judgements do not behave like normative judgements in being subject to a priori normative supervenience and the Because Constraint, PAs cannot be constitutively normative.1 I argue that, for a specific version of normativism, according to which PAs are normative commitments, these arguments fail. To this end, I argue that commitments and obligations should be distinguished. Then, I show that the intuitions allegedly governing (...) all normative judgements do not even purport to hold for commitment-attributing judgements.RÉSUMÉDans une série d'articles, Asbjørn Steglich-Petersen et Nick Zangwill font valoir que, puisque les jugements d'attribution d'attitude propositionnelle ne se comportent pas comme des jugements normatifs en étant soumis à la survenance normative a priori et à la contrainte du Parce que, les AP ne peuvent être constitutivement normatives. Je soutiens que, pour une version spécifique du normativisme, selon laquelle les AP sont des engagements normatifs, ces arguments échouent. À cette fin, je soutiens d'abord que les engagements et les obligations devraient être séparés. Ensuite, je démontre que les intuitions qui régiraient prétendument tous les jugements normatifs ne prétendent même pas s'appliquer aux jugements attributifs d'un engagement. (shrink)

Articulate and perceptive, Intersubjectivity is a text that explains the notions of intersubjectivity as a central concern of philosophy, sociology, psychology, and politics. Going beyond this broad-ranging introduction and explication, author Nick Crossley provides a critical discussion of intersubjectivity as an interdisciplinary concept to shed light on our understanding of selfhood, communication, citizenship, power, and community. The volume traces the contributions of key thinkers engaged within the intersubjectivist tradition, including Husserl, Buber, Kojeve, Merlau-Ponty, Mead, Wittgenstein, Schutz, and Habermas. A (...) clear, concise introduction to a range of difficult concepts and thinkers, Intersubjectivity demystifies this very interdisciplinary subject for advanced and graduate-level students of philosophy, sociology, social psychology, and social and political theory. (shrink)

"Featuring seventeen original essays on the ethics of Artificial Intelligence by some of the most prominent AI scientists and academic philosophers today, this volume represents the state-of-the-art thinking in this fast-growing field and highlights some of the central themes in AI and morality such as how to build ethics into AI, how to address mass unemployment as a result of automation, how to avoiding designing AI systems that perpetuate existing biases, and how to determine whether an AI is conscious. As (...) AI technologies progress, questions about the ethics of AI, in both the near-future and the long-term, become more pressing than ever. Should a self-driving car prioritize the lives of the passengers over the lives of pedestrians? Should we as a society develop autonomous weapon systems that are capable of identifying and attacking a target without human intervention? What happens when AIs become smarter and more capable than us? Could they have greater than human moral status? Can we prevent superintelligent AIs from harming us or causing our extinction? At a critical time in this fast-moving debate, thirty leading academics and researchers at the forefront of AI technology development come together to explore these existential questions, including Aaron James, Allan Dafoe, Andrea Loreggia, Andrew Critch, Azim Shariff, Carrick Flynn, Cathy O'Neil, Eliezer Yudkowsky, Eric Schwitzgebel, Frances Kamm, Francesca Rossi, Hanna Gunn, Iyad Rahwan, Jessica Taylor, JF Bonnefon, K. Brent Venable, Kate Devlin, Mara Garza, Nicholas Mattei, Nick Bostrom, Patrick LaVictoire, Peter Asaro, Peter Railton, S. Matthew Liao, Shannon Vallor, Stephen Wolfram, Steve Petersen, Stuart Russell, Susan Schneider, Wendell Wallach "--. (shrink)

Theodicy, the enterprise of searching for greater goods that might plausibly justify God’s permission of evil, is often criticized on the grounds that the project has systematically failed to unearth any such goods. But theodicists also face a deeper challenge, one that places under question the very attempt to look for any morally sufficient reasons God might have for creating a world littered with evil. This ‘anti-theodical’ view argues that theists (and non-theists) ought to reject, primarily for moral reasons, the (...) project of ‘justifying the ways of God to men’. Unfortunately, this view has not received the serious attention it deserves, particularly in analytic philosophy of religion. Taking my cues from such anti-theodicists as Kenneth Surin, D.Z. Phillips and Dostoyevsky’s Ivan Karamazov, I defend several reasons for holding that the way of thinking about God and evil enshrined in theodical discourse can only add to the world’s evils, not remove or illuminate them. (shrink)

The quantum gravity program seeks a theory that handles quantum matter fields and gravity consistently. But is such a theory really required and must it involve quantizing the gravitational field? We give reasons for a positive answer to the first question, but dispute a widespread contention that it is inconsistent for the gravitational field to be classical while matter is quantum. In particular, we show how a popular argument (Eppley and Hannah 1997) falls short of a no-go theorem, and discuss (...) possible counterexamples. Important issues in the foundations of physics are shown to bear crucially on all these considerations. (shrink)

Expectations play a major role in ‘driving’ biotechnology research and development. However, their ethical significance has been largely overlooked. This article examines the dynamics and ethics of expectations surrounding biotechnologies, focusing on biobanks and the promise of personalised medicines. It explores the personal and social implications of expectations, especially where technologies fail to eventuate. The article identifies the claims and practices that support the expectations pertaining to biotechnologies and some of the factors that work against the fulfilment of predicted innovations. (...) It is argued that the role of expectations in shaping thinking and action needs to be taken seriously by those who are concerned about the ethical implications of biotechnologies. (shrink)

Metaphysics-—the enquiry into the constitution of reality-seems like the very crown of philosophy. What could be more exciting, more important, and more substantive than the pursuit of such a discipline? The majority of philosophers have been content to assume that metaphysics is a viable enterprise; they have held various metaphysical views and engaged in metaphysical arguments. But there has always been a small but persistent maverick minority of philosophers who have cast aspersions on the whole undertaking. Metaphysics, they tell us, (...) cannot be what it seems. There is something desperately wrong at the heart of the discipline. The jewel is a fake; it is in fact worthless glass. Philosophers make a lot of noise about metaphysics, but perhaps there are really no genuine metaphysical issues—only a lot of bogus hot air. Perhaps metaphysics is a meaningless tale told by idiot philosophers—full of sound and fury, signifying nothing. These pessimistic philosophers may have been few, but they rank among their numbers no less than Wittgenstein, the positivists, and perhaps Kant. So the attitude is to be taken seriously. (shrink)

This study examined the influence of two organizational context variables, codes of conduct and supervisor advice, on personnel decisions in an experimental simulation. Specifically, we studied personnel evaluations and decisions in a situation where codes of conduct conflict with supervisor advice. Past studies showed that supervisors’ advice to prefer ingroup over outgroup candidates leads to discriminatory personnel selection decisions. We extended this line of research by studying how codes of conduct and code enforcement may reduce this form of discrimination. Eighty (...) German managers evaluated and selected candidates from an applicant pool including Germans (ingroup members) and foreigners (outgroup members). Supervisor advice to prefer ingroup members lowered suitability ratings of outgroup members as well as their chances to be selected for an interview. Ethical codes of conduct referring to equal opportunities limited this form of discrimination, but only when codes were enforced by sanctions and integrated into organizational every-day practice. The implications of these findings for research and practice are discussed. (shrink)

Much of our private and public ethical discourse occurs in the giving, receiving, or demanding of an apology, yet we suffer deep confusion regarding what an apology actually is. Most of us have never made explicit precisely what we expect from a full apology and therefore apologizing has become a vague and clumsy ritual. Full apologies can be morally and emotionally powerful, but, as with most valuable things, frauds masquerade as the genuine article. These semblances of apologies often deceive and (...) manipulate, and such duplicity is common between lovers, families, litigants, and nations. In response to this, I propose nine elements that an apology must satisfy in order to be considered categorical. I believe we have such a categorical apology in mind when we seek a full apology. The standards for a categorical apology are rigorous and precise, and I hope to disentangle the distinct elements of apologies. A categorical apology is a rare and burdensome act, and under certain circumstances full apologies may not be possible regardless of how badly we may desire them. While the leading social science accounts by Aaron Lazare and Nicolas Tavuchis aptly demonstrate how apologies lubricate reciprocally egoist relationships, such theories ultimately prove unsatisfying because apologies achieve their highest meaning as morally rich acts. Both Tavuchis and Lazare offer merely descriptive accounts when a prescriptive argument seems necessary. No philosopher, however, has ever devoted a monograph to the topic and only a handful of papers on apologies have appeared in philosophy journals. (shrink)

Foucault's work has had a profound impact on the medical humanities over the last decade or so. However, most work to date has focused on Foucault's earlier writings rather than his later contributions on the self and governmentality. This article assesses the significance of the concept of governmentality for critical scholarship in the medical humanities, particularly in creating ethical awareness in the field of health care. It examines the context for Foucault's later work, and contributions arising from scholarship building on (...) this work. The governmentality literature, it is argued, raises novel questions about the ways we have come to think about health care in late modern societies. However, there are some limitations with this body of work which have not been fully acknowledged by scholars. The article discusses some of these limitations and offers some suggestions for a fruitful way forward. (shrink)

I argue that people do not and cannot have religious experiences that are perceptual experiences with theological content and that provide some justification for the belief in God. I discuss William Alston's resourceful defence of this idea. My strategy is to say that religious perception would either have to be by means of one of the ordinary five senses or else by means of some special sixth religious sense. In either case insoluble epistemological problems arise. The problem is with perceiving (...) God as God, which we need to do if reasons to believe in God are to be generated. To do so, we would have to perceive the instantiation of His essential properties – being all-knowing, all-powerful, and all-good. But perceiving the instantiation of these properties of God, even by some special sixth religious sense, is impossible. Hence, God cannot be perceived either by the ordinary five senses or by a sixth religious sense. Religious perceptual experiences are a myth. (Published Online February 17 2004). (shrink)

Received wisdom has it that a plausible explanation or theodicy for Gods permission of at least some instances of natural evil is not beyond the reach of the theist. In this paper I challenge this assumption, arguing instead that theism fails to account for any instance, kind, quantity, or distribution of natural evil found in the world. My case will be structured around a specific but not idiosyncratic conception of natural evil as well as an examination of three prominent theodicies (...) for natural evil. In contrast, however, to much contemporary discussion, my assessment of these theodicies will be grounded in the prior conviction that a successful theodicy for moral evil is available. (shrink)

I shall discuss several related issues about beauty. These are: (1) The place of beauty among other aesthetic properties. (2) The general principle of aesthetic supervenience. (3) The problem of aesthetic relevance. (4) The distinction between free and dependent beauty. (5) The primacy of our appreciation of free beauty over our appreciation of dependent beauty. (6) Personal beauty as a species of beauty. (7) The metaphysics of beauty.

We question Mark Evan Bonds’ interpretation of the deleted ending of Eduard Hanslick’s On the Musically Beautiful. We argue that there is no evidence that it reveals a commitment to Pythagoreanism or Idealism. We supply an alternative explanation of the deletion.

This paper argues that the introduction of access agreements following the establishment of the Office for Fair Access (OFFA) has consolidated how English higher education institutions (HEIs) position themselves in the marketplace in relation to widening participation. However, the absence of a national bursary scheme has led to obfuscation rather than clarification from the perspective of the consumer. This paper analyses OFFA's 2008 monitoring report and a sample of twenty HEIs' original 2006 and revised or updated access agreements (2008) to (...) draw conclusions about the impact of these agreements on notions of 'fair access' and widening participation. The authors conclude that, unsurprisingly in an increasingly market-driven system, institutions use access agreements primarily to promote enrolment to their own programmes rather than to promote system-wide objectives. As a consequence of this marketing focus, previous differences between pre-1992 and post-1992 institutions in relation to widening participation and fair access are perpetuated, leading to both confusion for consumers and an inequitable distribution of bursary and other support mechanisms for the poorest applicants to HE. (shrink)

The publication of _Reading Capital_—by Louis Althusser, Étienne Balibar, Roger Establet, Pierre Macherey, and Jacques Rancière—in 1965 marked a key intervention in Marxist philosophy and critical theory, bringing forth a stunning array of concepts that continue to inspire philosophical reflection of the highest magnitude. _The Concept in Crisis_ reconsiders the volume’s reading of Marx and renews its call for a critique of capitalism and culture for the twenty-first century. The contributors—who include Alain Badiou, Étienne Balibar, and Fernanda Navarro—interrogate Althusser's contributions (...) in particular within the context of what is surely the most famous collective reading of Marx ever undertaken. Among other topics, they offer a symptomatic critique of Althusser; consider his writing as a materialist production of knowledge; analyze the volume’s conceptualization of value and crisis; examine how leftist Latin American leaders like Che Guevara and Subcomandante Marcos engaged with Althusser and _Reading Capital_; and draw out the volume's implications and use for feminist theory and praxis. Retrieving the inspiration that drove Althusser's reinterpretation of Marx, _The Concept in Crisis_ explains why _Reading Capital_'s revolutionary inflection retains its critical appeal, prompting readers to reconsider Marx's relevance in an era of neoliberal capitalism. Contributors. Emily Apter, Alain Badiou, Étienne Balibar, Bruno Bosteels, Adrian Johnston, Warren Montag, Fernanda Navarro, Nick Nesbitt, Knox Peden, Nina Power, Robert J. C. Young. (shrink)

The rapid development of biobanks internationally reflects the considerable expectations attached to the exploitation of genetics knowledge. However, establishing consent and legitimacy for the new generation of biobanks is not without its challenges because they tend to be prospective in nature, involving the collection of DNA, personal medical and lifestyle data generally held over a very long period of time for unspecified research purposes. Thus far, biobanks have tended to be established ahead of wide-ranging debate about their broad implications. Making (...) specific reference to the 'engagement' processes employed by UK Biobank during its establishment phase, this article focuses on the politics of 'public engagement'. It examines the context of arguments for 'public engagement', drawing attention to how particular approaches to 'engagement' within biobank projects may serve to limit debate on substantive questions arising from their development. Unless biobanks' 'engagements' substantially involve publics in deliberations about their development, it is argued, publics are likely to become distrustful of projects and perhaps resist other similar population-based health initiatives in the future. (shrink)

The paper critically discusses a role-model argument (RMA) in favour of banning performance-enhancing drugs in sport. The argument concludes that athletes should be banned from using performance-enhancing drugs because if they are allowed to use such drugs they will encourage, or cause, youngsters who look up to them to use drugs in a way that would be harmful. In Section 2 the structure of the argument and some versions of it are presented. In Section 3 a critical discussion of RMA (...) is presented. It is argued that we should be reluctant to accept the argument as it stands for at least three reasons: (i) it rests on an unsupported empirical claim; (ii) it also makes a false empirical claim; and (iii) the normative premise of the argument is too demanding morally. Further objections to the RMA are also discussed, but argued to be beside the point. (shrink)

The aim of this paper is to criticise the well-discussed Principle of Procreative Beneficence (PB) lately refined by Julian Savulescu and Guy Kahane. First, it is argued that advocates of PB leave us with an implausible justification for the moral partiality towards the child (or children) reproducers decide to bring into existence as compared with all other individuals. This is implausible because the reasons given in favour of the partiality of PB, which are based on practical reason and common-sense morality, (...) can just as well be used to guide reproducers to make choices that do not support partiality towards one’s possible children. This seems to be true as least in some situations. Secondly, it is argued that Jakob Elster’s recent critique of PB is problematic, and specifically that a counterexample designed by Elster to criticise PB because of its partiality towards one’s own children misses the target. Finally, a genuine counterexample to PB is developed in order to show that the partiality of PB means it gives the wrong answer in a specific case. (shrink)

Research biobanks are heterogeneous and exist to manage diverse biosample types with the goal of facilitating and serving biomedical discovery. The perspectives of biobank managers are reviewed, and the perspectives of two biobank directors, one with experience in institutional biobanks and the other with national cooperative group banks, are presented. Most research biobanks are not designed, nor do they have the resources, to return research results and incidental findings to participants or their families.

In this article several justifications of what I call ‘the claim from adoption’ are examined. The claim from adoption is that, instead of expending resources on bringing new children into the world using reproductive technology and then caring for these children, we ought to devote these resources to the adoption and care of existing destitute children.Arguments trading on the idea that resources should be directed to adoption instead of assisted reproduction because already existing people can benefit from such a use (...) of resources whereas we cannot benefit individuals by bringing them into existence are rejected. It is then argued that a utilitarian argument proposed by Christian Munthe that supports the claim from adoption in some situations should be rejected because the support it offers does not extend to certain situations in which it seems morally obvious that resources should be expended on adoption rather than assisted reproduction. A version of the Priority View improves upon Munthe’s utilitarianism by supporting the claim from adoption in the cases in which Munthe’s argument failed. Some allegedly counterintuitive implications of the Priority View are then discussed, and it is concluded that the Priority View is more plausible than utilitarianism.n a concluding section on policy issues it is argued that, even though the claim from adoption can be justified in a variety of situations, it does not follow that, in these situations, governments should direct resources away from assisted reproduction and towards adoption. (shrink)

The aim of this paper is to explore the minimal representational requirements for pointing. One year old children are capable of pointing – what does this tell us about their representational capacities? We analyse three options: (1) pointing presupposes non-perceptual representations, (2) pointing does not presuppose any representation at all, (3) pointing presupposes perceptual representations. Rather than fully endorsing any of these three options, the aim of the paper is to explore the advantages and disadvantages of each.

With the rise of the internet and the proliferation of technology to gather and organize data, our era has been defined as "the information age." With the prominence of information as a research concept, there has arisen an increasing appreciation of the intertwined nature of fields such as logic, linguistics, and computer science that answer the questions about information and the ways it can be processed. The many research traditions do not agree about the exact nature of information. By bringing (...) together ideas from diverse perspectives, this book presents the emerging consensus about what a conclusive theory of information should be. The book provides an introduction to the topic, work on the underlying ideas, and technical research that pins down the richer notions of information from a mathematical point of view. The book contains contributions to a general theory of information, while also tackling specific problems from artificial intelligence, formal semantics, cognitive psychology, and the philosophy of mind. There is focus on the dynamics of information flow, and also a consideration of static approaches to information content; both quantitative and qualitative approaches are represented. (shrink)

BackgroundThe principle of equivalence in prison health has been established for nearly four decades. It seeks to ensure that prisoners have access to the same level of healthcare as members of society at large, which is entrenched within the international legal framework and England’s national health policies.AimsThis study examined how key policymakers interpret and implement the principle of equivalence in English prisons. It also identified opportunities and threats associated with the application of the principle.MethodsIn total, 30 policymakers took part in (...) this research. These participants engaged in policymaking activities and occupied positions of authority in the prison field.ResultsDespite the policymakers’ consensus on the importance of the equivalence principle, there was a varying degree of understanding regarding what constitutes ‘equivalence’. Participants described how the security culture impedes prisoners’ access to healthcare services. Additionally, the increasing size and complexity of the prison population, coupled with a diminishing level of resources, reduce the level of care being provided in prisons and thus compromise implementation of equivalence in English prisons.ConclusionsInconsistent interpretation of equivalence, the prevailing security drive, increasing numbers and health complexities of prisoners and fiscal austerity threaten the implementation of equivalence in English prisons. This research calls for new guidance on how to interpret and implement equivalence, along with measures to educate prison governors and staff on the prison rehabilitation value, ensure greater investment in prison health and consider alternatives to imprisonment to future-proof the principle of equivalence in the English prison system. (shrink)

Quasi-experimental evaluation methods promised to provide a way of testing and improving solutions to social problems. These methods have been found wanting. Alternative approaches, including “pragmatic evaluation,” “naturalistic evaluation,” and “pluralist evaluation” are also shown to be unsatisfactory. The initial promise of the evaluation movement has been disappointed. Realistic evaluation is advocated as an alternative to existing forms of evaluation. It is rooted in some European traditions in epistemology, ontology, and social theory. It offers a framework within which rigorous outcome (...) evaluations can be undertaken with results that can inform policy and practice. (shrink)

The purpose of this paper is to take a critical look at some of the assumptions and theories found in economics and management and discuss their implications for the practices found in the management of business and in public management. Two sets of assumptions are of interest here. First and foremost, the assumption that economic agents are only actuated by self-interest, accompanied by assumptions about the motivating effect of pecuniary incentives and assumptions about the regulation of behaviour through rules, controls (...) and sanctions; secondly, assumptions about “scientificness” and objectivity, accompanied by demands for mathematical formalism, clear goals, quantifiable models and measurements. The assertion is that unrealistic assumptions of economics have become taken for granted and tacitly included into theories and models of management. Guiding management to behave in a fashion that apparently makes these assumptions become “true”. Cases and illustrative examples are used to show how this influences the practice of decision makers and managers. (shrink)

Das Wort der "Genialität der Gerechtigkeit" stammt von Nietzsche selbst, der bekannte, dass er diese Form der Genialität mindestens ebenso hoch schätze wie alle übrigen. Gerade in den letzten Jahren seit Erscheinen der ersten Auflage ist die Problematik der Gerechtigkeit bei Nietzsche so stark in den Vordergrund gerückt wie lange nicht. Die Neuauflage unternimmt vor diesem Hintergrund den Versuch einer Neubewertung.

The Evidential Problem of Evil The evidential problem of evil is the problem of determining whether and, if so, to what extent the existence of evil (or certain instances, kinds, quantities, or distributions of evil) constitutes evidence against the existence of God, that is to say, a being perfect in power, knowledge and goodness. Evidential […].