The debate about the ethical implications of Artificial Intelligence dates from the 1960s :741–742, 1960; Wiener in Cybernetics: or control and communication in the animal and the machine, MIT Press, New York, 1961). However, in recent years symbolic AI has been complemented and sometimes replaced by Neural Networks and Machine Learning techniques. This has vastly increased its potential utility and impact on society, with the consequence that the ethical debate has gone mainstream. Such a debate has primarily focused on principles—the (...) ‘what’ of AI ethics —rather than on practices, the ‘how.’ Awareness of the potential issues is increasing at a fast rate, but the AI community’s ability to take action to mitigate the associated risks is still at its infancy. Our intention in presenting this research is to contribute to closing the gap between principles and practices by constructing a typology that may help practically-minded developers apply ethics at each stage of the Machine Learning development pipeline, and to signal to researchers where further work is needed. The focus is exclusively on Machine Learning, but it is hoped that the results of this research may be easily applicable to other branches of AI. The article outlines the research method for creating this typology, the initial findings, and provides a summary of future research needs. (shrink)

As the range of potential uses for Artificial Intelligence, in particular machine learning, has increased, so has awareness of the associated ethical issues. This increased awareness has led to the realisation that existing legislation and regulation provides insufficient protection to individuals, groups, society, and the environment from AI harms. In response to this realisation, there has been a proliferation of principle-based ethics codes, guidelines and frameworks. However, it has become increasingly clear that a significant gap exists between the theory of (...) AI ethics principles and the practical design of AI systems. In previous work, we analysed whether it is possible to close this gap between the ‘what’ and the ‘how’ of AI ethics through the use of tools and methods designed to help AI developers, engineers, and designers translate principles into practice. We concluded that this method of closure is currently ineffective as almost all existing translational tools and methods are either too flexible or too strict. This raised the question: if, even with technical guidance, AI ethics is challenging to embed in the process of algorithmic design, is the entire pro-ethical design endeavour rendered futile? And, if no, then how can AI ethics be made useful for AI practitioners? This is the question we seek to address here by exploring why principles and technical translational tools are still needed even if they are limited, and how these limitations can be potentially overcome by providing theoretical grounding of a concept that has been termed ‘Ethics as a Service.’. (shrink)

Technologies to rapidly alert people when they have been in contact with someone carrying the coronavirus SARS-CoV-2 are part of a strategy to bring the pandemic under control. Currently, at least 47 contact-tracing apps are available globally. They are already in use in Australia, South Korea and Singapore, for instance. And many other governments are testing or considering them. Here we set out 16 questions to assess whether — and to what extent — a contact-tracing app is ethically justifiable.

If there is any consensus about knowledge in contemporary epistemology, it is that there is one primary kind: knowledge-that. I put forth a view, one I find in the works of Aristotle, on which knowledge-of – construed in a fairly demanding sense, as being well-acquainted with things – is the primary, fundamental kind of knowledge. As to knowledge-that, it is not distinct from knowledge-of, let alone more fundamental, but instead a species of it. To know that such-and-such, just like to (...) know a person or place, is to be well-acquainted with a portion of reality – in this case a fact. In part by comparing classic Gettier cases to cases in which one has true impressions of but fails to know a person, I argue that this account not only respects our intuitions about knowledge-that – in particular that it is or entails non-accidentally true justified belief – but also explains them, providing a compelling analysis. (shrink)

We argue that once a normative claim is developed, there is an imperative to effect changes based on this norm. As such, ethicists should adopt an “implementation mindset” when formulating...

Something Aristotle calls ‘right logos’ plays a crucial role in his theory of virtue. But the meaning of ‘logos’ in this context is notoriously contested. I argue against the standard translation ‘reason’, and—drawing on parallels with Plato’s work, especially the Laws—in favor of its being used to denote what transforms an inferior epistemic state into a superior one: an explanatory account. Thus Aristotelian phronēsis, like his and Plato’s technē and epistēmē, is a matter of grasping explanatory accounts: in this case, (...) accounts that identify the right action and say why it is right. Arguably, Aristotelian rationality is a matter of being able to grasp accounts in general. (shrink)

This article highlights the limitations of the tendency to frame health- and wellbeing-related digital tools (mHealth technologies) as empowering devices, especially as they play an increasingly important role in the National Health Service (NHS) in the UK. It argues that mHealth technologies should instead be framed as digital companions. This shift from empowerment to companionship is advocated by showing the conceptual, ethical, and methodological issues challenging the narrative of empowerment, and by arguing that such challenges, as well as the risk (...) of medical paternalism, can be overcome by focusing on the potential for mHealth tools to mediate the relationship between recipients of clinical advice and givers of clinical advice, in ways that allow for contextual flexibility in the balance between patiency and agency. The article concludes by stressing that reframing the narrative cannot be the only means for avoiding harm caused to the NHS as a healthcare system by the introduction of mHealth tools. Future discussion will be needed on the overarching role of responsible design. (shrink)

_ Source: _Volume 63, Issue 1, pp 64 - 86 Five times in the extant corpus, Aristotle refers to a distinction between two ways of being a ‘that for the sake of which’ that he sometimes marks by using genitive and dative pronouns. Commentators almost universally say that this is the distinction between an aim and beneficiary. I propose that Aristotle had a quite different distinction in mind, namely: that which holds between something and the aim or objective it is (...) in the business of producing or achieving, and that which holds between some instrument and the user of that instrument. (shrink)

Despite his awareness that organisms are well suited to the habitats they are typically found in, Aristotle nowhere tries to explain this. It is unlikely that he thinks this “fit” (as I call it) between organisms and their habitats is simply a lucky coincidence, given how vehemently he rejects that as an explanation of the fit between organisms’ various body parts. But it is quite puzzling that Aristotle never explicitly addresses this, since it is a question that seemed so pressing (...) to later philosophers and biologists such as Darwin. In this paper I offer a solution to that puzzle. As I argue, the type of habitat an organism lives in is partly constitutive of its essence or nature. The reason Aristotle does not ask, for instance, why marsh-dweller birds live in marshes, is that it is simply constitutive of their nature that they do so. Given that habitat is built into a kind’s essence, the answer to such a question is obvious and the question would have seemed to him trivial. By attending to the details of his biological treatises, I show that Aristotle’s conception of a living being’s essence is much more nuanced than one can glean from his discussions in the Physics and Metaphysics alone. (shrink)

This article has two aims. The first is to introduce some novel data that highlight rather surprising pragmatic abilities in autism spectrum disorder (ASD). The second is to consider a possible implication of these data for an emerging empirical methodology in philosophy of language and mind. In pursuing the first aim, we expect our main audience to be clinicians and linguists interested in pragmatics. It is when we turn to methodological issues that we hope to pique the interest of philosophers. (...) Still, the methodological issue becomes pressing precisely because of the empirical finding—thus the first part is important for the philosophical readers as well. The game plan is as follows. Given our intended dual audience, we begin with background on autism and pragmatics. Some of this material will be familiar to some of our readership, but few will know all of it. (Those who do are invited to skip these sections.) We then present some results from our pilot study on a corpus of speech by people with ASD. The heart of our finding is that certain speakers with ASD, who have severe trouble with familiar pragmatic phenomena such as metaphor and conversational implicature, exhibit surprising abilities with respect to what is often called “pragmatic determinants of what is said.” We turn next to a possible implication of this finding: It seems to suggest that hitherto seemingly promising evidence from ASD about the semantics/pragmatics boundary is.. (shrink)

Healthcare systems across the globe are struggling with increasing costs and worsening outcomes. This presents those responsible for overseeing healthcare with a challenge. Increasingly, policymakers, politicians, clinical entrepreneurs and computer and data scientists argue that a key part of the solution will be ‘Artificial Intelligence’ (AI) – particularly Machine Learning (ML). This argument stems not from the belief that all healthcare needs will soon be taken care of by “robot doctors.” Instead, it is an argument that rests on the classic (...) counterfactual definition of AI as an umbrella term for a range of techniques that can be used to make machines complete tasks in a way that would be considered intelligent were they to be completed by a human. Automation of this nature could offer great opportunities for the improvement of healthcare services and ultimately patients’ health by significantly improving human clinical capabilities in diagnosis, drug discovery, epidemiology, personalised medicine, and operational efficiency. However, if these AI solutions are to be embedded in clinical practice, then at least three issues need to be considered: the technical possibilities and limitations; the ethical, regulatory and legal framework; and the governance framework. In this article, we report on the results of a systematic analysis designed to provide a clear overview of the second of these elements: the ethical, regulatory and legal framework. We find that ethical issues arise at six levels of abstraction (individual, interpersonal, group, institutional, sectoral, and societal) and can be categorised as epistemic, normative, or overarching. We conclude by stressing how important it is that the ethical challenges raised by implementing AI in healthcare settings are tackled proactively rather than reactively and map the key considerations for policymakers to each of the ethical concerns highlighted. (shrink)

In this preface, we introduce Roger Schwarzschild’s body of work, as well as the papers in this volume. Because Roger’s work is so diverse and comprehensive, the book is divided into four categories: papers that address the semantics of nouns and plurals; papers on focus semantics; papers on degree semantics; and papers addressing the semantics of tense and aspect. We end with compelling arguments that Roger is the best.

The paper explores conceptual approaches to business ethics from the Japanese tradition and their potential to enhance our global approach to social and environmental sustainability, including discussion of a framework for understanding the embeddedness of the business in society. As globalization and economic and sociopolitical challenges proliferate, the nature of the connections between the USA and Asia is more important than ever. Following an expressed “pivot” or “rebalance” to Asia and the current nebulous alliances, we hope to raise the profile (...) of Japan’s potential to shape the conception and practice of business in society. We explore attempts to offer a universal business ethic, intended as guidance for businesses globally, and examine contributions of Japanese thought to these frameworks. Considering the traditional approaches of sanpoyoshi, or tri-directional welfare in business transactions, kyosei, which can mean “living and working together for the common good”, and mottainai, or “grateful and sustainable consumption,” the research explores the relationships between the private sector, government, and civil society. Further, we examine the related notion of moralogy, which has been described as a virtue-based stakeholder approach to business. We suggest that these concepts merit promoting the conception of the “homo socio-economicus” model to replace the prevailing “homo economicus” model that threatens what sound business should be. Through interviews with Japanese scholars and practitioners and exploration of Japanese cultural traditions, we present an overview of these approaches. With this perspective, we cite the case of the Tōhoku earthquake and Fukushima nuclear disaster as one illustrative example. We hope that this understanding of the embeddedness of business in society based on Japanese traditions and experience can contribute to a global conception of the role of business in society, relevant to the USA as well. Our goals are to contribute to existing discussions of Japanese business ethics and relevance to a global perspective, and to inspire ongoing exploration of applications of these ideas in teaching and scholarship. (shrink)

Recently scholars have been claiming that Aristotle’s biological explanations treat “facts about matter”—facts such as the degree of heat or amount of fluidity in an organism’s material constitution—as explanatorily basic or “primitive.” That is, these facts about matter are taken to be unexplained, brute facts about organisms, rather than ones that are explained by the organism’s form or essence, as we would have expected from Aristotle’s general commitment to the causal and explanatory priority of form over matter. In this paper, (...) I present three considerations for rejecting the view that facts about matter are primitive. First, there is evidence that those putative unexplained facts about degrees of heat, dryness, fluidity, etc. are, in fact, explained. Second, there are certain cases, such as human intelligence, where it would be quite implausible to consider the explanation in terms of degrees of heat to be starting from what Aristotle considers primitive facts. Third, the idea that facts about matter are as explanatorily primitive as facts about form requires a particular conception of the causal processes that the explanations mirror. But this conception of the causal processes conflicts with the way Aristotle characterizes them in Generation of Animals. There, heat is not treated as a causal factor that works “independently” of soul. In my view, these three considerations provide compelling reason to reject the claim that Aristotle’s biology treats facts about matter as primitive. (shrink)

In the December 2006 edition of Harvard Business Review , Michael Porter and Mark Kramer argue that by approaching corporate social responsibility (CSR) based on corporate priorities, strengths and abilities, firms can develop socially and fiscally responsible solutions to current CSR issues, which will provide operational and competitive advantages. We agree that an effective approach to CSR includes a mapping of strategy, risk and opportunity. However, we also caution that the identification of these to the exclusion of societal input may (...) not be to the corporation's advantage. Instead, an investment in both strategic analysis and social capital can pay off from a social and an organizational standpoint. Compared with their larger counterparts, small- and medium-sized enterprises (SMEs) frequently have stronger relationships with their internal and external stakeholders that foster the development of social capital. As such, we believe that the sector offers a unique opportunity to identify additional models and frameworks in order to approach a strategic CSR model as espoused by Porter and Kramer. This paper explores a case study of one Canadian SME that uses a community development framework called Asset Based Community Development (ABCD) for its CSR programming. Because ABCD relies heavily on the development and maintenance of social capital and can be utilized to attain set objectives, we propose that it provides a supplementary framework through which the arguments of Porter and Kramer can be expanded. In applying the ABCD framework for CSR, we can begin to establish a programme that supports strategy, integrates employees and stakeholders towards a common vision, and creates unique and sustainable alternatives towards the resolution of social and corporate goals. (shrink)

In this paper, I examine one central strand of Lackey’s The Epistemology of Groups, namely her account of group justified belief and the puzzle cases she uses to develop it. Her puzzle cases involve a group of museum guards most of whom justifiably believe a certain claim but do so on different bases. Consideration of these cases leads her to hold that a group justifiably believes p if and only if (1) a significant proportion of its operative members (a) justifiably (...) believe p on (b) bases that are consistent when combined and (2) the total evidence which members of the group do and should have had sufficiently support p. I question her judgement about these cases and condition 2, by examining the nature of group evidence as well as ‘transmission’ principles governing the relationship between the epistemic standing of members of a group and the group itself. (shrink)

This paper explores the various ways Aristotle refers to and employs “heat and cold” in his embryology. In my view, scholars are too quick to assume that references to heat and cold are references to matter or an animal’s material nature. More commonly, I argue, Aristotle refers to heat and cold as the “tools” of soul. As I understand it, Aristotle is thinking of heat and cold in many contexts as auxiliary causes by which soul activities (primarily “concoction”) are carried (...) out. This, as I argue, is what it means to call them “tools” of soul. An upshot of this investigation is the fuller picture of Aristotle’s conception of efficient causation it provides in general, and the better understanding of the efficient causal operation of an organism’s nature or soul it provides in particular. (shrink)

Digital Health Tools (DHTs), also known as patient self-surveilling strategies, have increasingly been promoted by health-care policy makers as technologies that have the capacity to transform patients’ lives. At the heart of the debate is the notion of empowerment. In this paper, we argue that what is required is not so much empowerment but rather a shift to enabling DHTs as digital companions. This will enable policy makers and health-care system designers to provide a more balanced view—one that capitalises on (...) the benefits of DHTs, while minimising the risks of potential harms. -/- . (shrink)

How does Aristotle view the production of females? The prevailing view is that Aristotle thinks female births are teleological failures of a process aiming to produce males. However, as I argue, that is not a view Aristotle ever expresses, and it blatantly contradicts what he does explicitly say about female births: Aristotle believes that females are and come to be for the sake of something, namely, reproduction. I argue that an alternative to that prevailing view, according to which the embryo’s (...) sex is determined solely by “non-teleological necessity,” also misrepresents Aristotle’s view. As I show, the explanation Aristotle gives is more sophisticated and less egalitarian than the alternative account allows: There is some sense in which males are, for Aristotle, the “default” result. I offer instead an interpretation that can accommodate the asymmetry between Aristotle’s biological account of the production of males and females, but which does not imply that females are thereby teleological failures. There is no doubt that Aristotle thinks females are inferior to males in many respects. However, if he thinks that inferiority is grounded in biological facts, it is not the fact that females are the results of a failure of form to be realized. (shrink)

Aristotle's De Anima discusses the psychological causes of what he calls locomotion – i.e, roughly, purpose-driven behavior. One cause is desire. The other is cognition, which falls into two kinds: thought (nous) and imagination (phantasia). Aristotle’s discussion is dense and confusing, but I argue that we can extract from it an account that is coherent, compelling, and that in many ways closely anticipates modern psychological theories, in particular Dual Processing theory. Animals and humans are driven to pursue objects that attract (...) us. Objects take on that power when we cognize them as valuable. If we rely on imagistic, automatic, uncontrolled processing mechanisms – Aristotle’s phantasia, which closely anticipates the modern notion of Type 1 processing – our resulting desires and actions will be impulsive. If we rely instead on rational, critical, deliberative capacities – Aristotle’s thought, which closely anticipates the modern notion of Type 2 processing – our resulting desires and actions will be reflective. Animals are capable only of the first kind of behavior; the human psyche is constituted of an animal psyche united with an intellectual one, so we are capable of both. (shrink)

If you just can't decide what to wear, this enlightening guide will lead you through the diverse and sometimes contradictory aspects of fashion in a series of lively, entertaining and thoughtful essays from prominent philosophers and writers. A unique and enlightening insight into the underlying philosophy behind the power of fashion Contributions address issues in fashion from a variety of viewpoints, including aesthetics, the nature of fashion and fashionability, ethics, gender and identity politics, and design Includes a foreword by Jennifer (...) Baumgardner, feminist author, activist and cultural critic, editor of Ms magazine and regular contributor to major women's magazines including Glamour and Marie-Claire. (shrink)

Este artículo analiza las percepciones de los estudiantes de Ciencias de la Actividad Física y el Deporte sobre la formación de los profesores de Educación Física en primeros auxilios y su relación con el uso de las urgencias. Se ha empleado una metodología cualitativa en la que se utilizó la entrevista colectiva. Los resultados mostraron que los profesores son los encargados de valorar la gravedad de una lesión, trasladando o aconsejando el uso del servicio de urgencias. La selección de ejercicios, (...) entre otros, mejoraría la prevención de accidentes. Por último, se señala la formación en primeros auxilios como deficitaria. (shrink)

Volume 20, Issue 7, July 2020, Page 193-195.

BackgroundThis study explored the proportion of variance in depressive symptoms explained by processes targeted by BA (activation, behavioral avoidance, anticipatory pleasure, and brooding), and processes targeted by cognitive control training (cognitive control, attentional biases, and brooding).MethodsFive hundred and twenty adults were recruited. They completed a spatial cueing task as a measure of attentional biases and a cognitive task as a measure of cognitive control and completed self-report measures of activation, behavioral avoidance, anticipatory pleasure, brooding, and depressive symptoms. With path analysis (...) models, we explored the relationships between these predictors and depressive symptoms.ResultsBA processes were significant predictors of depressive symptoms, and activation partially predicted anticipatory pleasure, which in turn predicted depressive symptoms. However, cognitive control and attentional biases predicted neither brooding nor depressive symptoms. A comprehensive model including all processes fit the data but did not explain more of the variance in brooding or depressive symptoms than a model including only BA processes.LimitationsThe spatial cueing task was associated with low reliability and the use of a non-clinical sample limited the generalizability of the conclusions.ConclusionActivation, behavioral avoidance, brooding, and anticipatory pleasure are relevant processes to target in order to reduce depressive symptoms, while cognitive control and attentional biases are not. (shrink)

This article examines the relationship between the precautionary principle and the well-known Hill criteria of causation. Some have charged that the Hill criteria are anti-precautionary because the...

Infertility patients and patient advocates have long argued for classifying infertility as a disease, in the hopes that this recognition would improve coverage for and access to fertility treatment. However, for many fertility patients, including older women, single women and same-sex couples, infertility does not represent a true disease state. Therefore, while calling infertility a ‘disease’ may seem politically advantageous, it might actually exclude patients with ‘social’ or ‘relational’ infertility from treatment. What is needed is a new conceptual framing of (...) infertility that better reflects the profound significance of being infertile for many people and the importance of addressing infertility in order to improve their lives. In this paper, we argue that the capability approach provides this moral underpinning. The capability approach is concerned with what people are able todo, and whether they are able to act in a way that is in keeping with their own values and goals. The ability to procreate and build a family is a fundamental capacity and can be a major part of self-fulfilment, regardless of sexual orientation or family arrangement. Since the capability approach asks us to conceive of equality in terms of equal capabilities, it provides a strong ethical impetus for society to help those who cannot conceive on their own to do so with assisted reproduction. (shrink)

Ethical questions posed by emerging technologies call for greater understanding of their societal, economic, and environmental aspects by policymakers, citizens, and the engineers and applied scientists at the heart of their development and application. This article reports on the efforts of one research project that assessed the growth of critical thinking and awareness of these multiple aspects in undergraduate engineering and applied science students, with specific regard to nanotechnology. Students in two required courses, a first-year writing and engineering ethics course (...) and a second-year social science course, went through nanotechnology modules as a part of their regular coursework. In the first-year humanities course, we observed self-reported increases in risk awareness, significant educational impact of the module, and a greater awareness of nanotechnology’s applications and social context. In the second-year social science course, we noted changes in risk/benefit analysis as well as in the character and depth of students’ historical analysis, but no change in comparative awareness of other topics, including labor issues and corporate motivations. (shrink)

There exists a countable structure of Scott rank where and where the -theory of is not ω-categorical. The Scott rank of a model is the least ordinal β where the model is prime in its -theory. Most well-known models with unbounded atoms below also realize a non-principal -type; such a model that preserves the Σ1-admissibility of will have Scott rank . Makkai [M. Makkai, An example concerning Scott heights, J. Symbolic Logic 46 301–318. [4]] produces a hyperarithmetical model of Scott (...) rank whose -theory is ω-categorical. A computable variant of Makkai’s example is produced in [W. Calvert, S.S. Goncharov, J.F. Knight, J. Millar, Categoricity of computable infinitary theories, Arch. Math. Logic . [1]; J. Knight, J. Millar, Computable structures of rank J. Math. Logic . [2]]. (shrink)

Background: Mental healthcare can be considered a unique practice due to its ethical characteristics, and an awareness of ethics is crucial when working in a mental health setting. Several ethical challenges exist, and professionals may not always recognize the ethical aspects of psychiatric care. Research on psychiatric care from nurse leaders’ perspective is scarce but important, because nurse leaders can impact and cultivate workplace culture. Aim: To explore the phenomenon of unethical conduct in a psychiatric inpatient context from nurse leaders’ (...) perspectives. Research design: Qualitative exploratory design. In-depth semi-structured interviews. Participants and research context: Eight nurse leaders from two different healthcare organizations in Finland. Leadership experience ranged between 2 and 30 years. Ethical considerations: Research ethics permission was received from a Research Ethics Board where the researchers are domiciled. Guidelines on good scientific practice as delineated by the Finnish Advisory Board on Research Integrity TENK were followed. Findings: Six main categories were generated: Unethical conduct and violations against patients, Unethical conduct and violations against staff, Unethical conduct and violations by staff against other staff, Unethical conduct and violations against leaders, Reasons underlying unethical conduct, and Consequences of unethical conduct and the positive development of psychiatric care. Conclusions: Unethical conduct was seen to be a multifaceted phenomenon, and patients and staff alike can experience and engage in unethical conduct. Unethical conduct against patients was linked to power imbalance (nature of involuntary care, staff attitudes) and a focus on rules based in historical precedent (paternalistic, routine-focused, not patient-centered). Unethical conduct against staff was linked to the nature of involuntary care and patient ill-health. Unethical conduct by staff against other staff was linked to a lack of understanding for others’ work, interpersonal chemistry, (length of) work experience, and staff character. Unethical conduct against leaders was linked to leaders being perceived as the organization. (shrink)

In September 2009, the First Circuit Court of Appeals decided Blue Cross & Blue Shield v. AstraZeneca Pharmaceuticals LP, part of the class action suit known as In re Pharmaceutical Industry Average Wholesale Price Litigation. The First Circuit upheld a Massachusetts District Court finding that AstraZeneca violated Massachusetts’ consumer protection laws by manipulating the “average wholesale price” of its physician-administered injectable cancer drug Zoladex, leading to overpayment by the government, third-party payers, and consumers. This case, which highlights the persistent tension (...) between pharmaceutical pricing flexibility and consumer protection, has important implications for similar pending class actions.Between 1991 and 2003, Medicare, as well as many private insurance companies, pegged reimbursement for certain pharmaceutical products to a national “average wholesale price” for each drug. Although the amended 1991 Medicare Part B regulations3 that introduced the term “average wholesale price” failed to define it explicitly, there is some indication in the legislative history that AWP was intended to refer to the prices that physicians and pharmacists actually pay to the drug manufacturers. (shrink)

This article furnishes a systematisation of the Mediaval aesthetic vocabulary. This task is developed by means of the adoption of a dynamic of intersection among the various Aristotelic species qualitatis, which are taken as the basic structural elements of the requested system. Two versions of beauty are established, which will expand into two kinds of aesthetics, one leaded by pulchritudo, with intellectualistic implications and the other leaded by formositas, which will turn into an autonomus aesthetics; both of them have let (...) a strong legacy to contemporaneus aesthetics. (shrink)

The target article raises important questions about the applicability of experimental social psychology research on topics with policy implications. This commentary focuses on the importance of attending to a variety of factors to improve ecological validity as well as considering the ultimate factors shaping behavior and the role of natural categories in the stability of stereotypes and their influence.

Sunstein advocates a more systematic approach to the study of moral decision-making, namely the heuristics-and-biases paradigm. We offer two concerns and suggest that a focus on decision processes can add value. Recent research on decision modes suggest that it is useful to distinguish between the qualitative differences in the ways in which moral decisions can be made when they are not made by reflective, consequentialist reasoning.

On 8th August 2019, Secretary of State for Health and Social Care, Matt Hancock, announced the creation of a £250 million NHS AI Lab. This significant investment is justified on the belief that transforming the UK’s National Health Service (NHS) into a more informationally mature and heterogeneous organisation, reliant on data-based and algorithmically-driven interactions, will offer significant benefit to patients, clinicians, and the overall system. These opportunities are realistic and should not be wasted. However, they may be missed (one may (...) recall the troubled Care.data programme) if the ethical challenges posed by this transformation are not carefully considered from the start, and then addressed thoroughly, systematically, and in a socially participatory way. To deal with this serious risk, the NHS AI Lab should create an Ethics Advisory Board and monitor, analyse, and address the normative and overarching ethical issues that arise at the individual, interpersonal, group, institutional and societal levels in AI for healthcare. (shrink)

This chapter addresses an interpretive question about why Aristotle identifies generation, growth and nourishment as the three distinct functions or activities of nutritive soul. Scholars typically try to explain this by appealing to the shared goal of these activities, though there is no consensus about what that goal is: Does Aristotle think that generation is a way of keeping oneself alive (and thus that the shared goal is self-maintenance), or is nourishment really a quasi-generative activity (and thus that the shared (...) goal is “form (re)production”)? Rather than taking that approach, Gelber offers a different but complementary way of accounting for the unity of these activities, by focussing on the continuity of their shared physiological basis. As it is argued here, the fact that these biological processes form a continuous cycle stems from Aristotle’s adherence, in his biological theory, to principles from his hylomorphic metaphysics. Attending to the details in works such as Generation of Animals that focus on the mechanisms underlying generation, growth and nourishment, it is shown how we can construct a coherent account of the unity of the three nutritive soul activities. (shrink)

Over the past year, technology companies have made headlines claiming that their artificially intelligent (AI) products can outperform clinicians at diagnosing breast cancer, brain tumours, and diabetic retinopathy. Claims such as these have influenced policy makers, and AI now forms a key component of the national health strategies in England, the United States, and China. While it is positive to see healthcare systems embracing data analytics and machine learning, concerns remain about the efficacy, ethics, and safety of some commercial, AI (...) health solutions. This paper argues that improved regulation and guidance is urgently required to mitigate risks, ensure transparency and best practice, Without this, patients, clinicians, and other stakeholders cannot be assured of an app’s efficacy, and safety. (shrink)

This argues for a reading of PA I.1, 639b11-640a9 as a continuous argument, which I divide into 3 main sections. Aristotle’s point in the first section is that teleological explanations should precede non-teleological explanations in the order of exposition. His reasoning is that the ends cited in teleological explanations are definitions, and definitions—which are not subject to further explanation—are appropriate starting points, insofar as they prevent explanations from going on ad infinitum. Moreover, I argue that Aristotle proceeds in the following (...) two sections to criticize certain non-teleological accounts offered by his predecessors on the grounds that they are explanatorily defective: I take Aristotle’s complaints to be that those accounts—unlike teleological explanations—neither begin from appropriate starting points nor entail the phenomena that they purport to explain. Along the way, I am defending an alternative way of understanding what "hypothetical necessity" refers to, for Aristotle. Comments are welcome! (shrink)

A right to family privacy is considered a cornerstone of American life, and yet access to it is apportioned by race. Our notion of the “racialization of privacy” refers to the phenomenon that family privacy, including the freedom to create a family uninhibited by law, pressure, and custom, is delimited by race. Building upon racial formation theory, this article examines three examples: the Native American boarding school system (1870s to 1970s), eugenic laws and practices (early/mid 1900s), and contemporary deportation. Analysis (...) reveals that state-sponsored limitations on family privacy is a racial project that shapes the racial state. Performing an ideological genealogy with our cases, this article makes three contributions: it illustrates how the state leverages policies affecting families to define national belonging; it reveals how access to family privacy is patterned by race, ethnicity, gender, class, sexuality, and national origin; and it distills how Whiteness and a national racial hierarchy are socially constructed and maintained over time. With the racialization of privacy, we identify how the state seeks to reproduce institutionalized White supremacy and the effects this has on families. We argue that families are the linchpin in state-sponsored racial projects that construct the nation and that the racialization of privacy, as a form of inequality, is a defining characteristic of the color-line. (shrink)