The actions performed by individuals, as consumers and citizens, have aggregate negative consequences for the environment. The question asked in this paper is to what extent it is reasonable to hold individuals and institutions responsible for environmental problems. A distinction is made between backward-looking and forward-looking responsibility. Previously, individuals were not seen as being responsible for environmental problems, but an idea that is now sometimes implicitly or explicitly embraced in the public debate on environmental problems is that individuals are appropriate (...) targets for blame when they perform actions that are harmful to the environment. This idea is criticized in this paper. It is argued that instead of blaming individuals for performing actions that are not environmentally friendly we should ascribe forward-looking responsibility to individuals, a notion that focuses more on capacity and resources than causation and blameworthiness. Furthermore, it is important to emphasize that a great share of forward-looking responsibility should also be ascribed to institutional agents, primarily governments and corporations. The urge to ascribe forward-looking responsibility to institutional agents is motivated by the efficiency aim of responsibility distributions. Simply put, if responsibility is ascribed to governments and corporations there is a better chance of creating a society in which the opportunities to act in an environmentally friendly way increase. (shrink)

In contrast to medical care, which is focused on the individual patient, public health is focused on collective health. This article argues that, in order to better protect the individual, discussions of public health would benefit from incorporating the insights of virtue ethics. There are three reasons to for this. First, the collective focus may cause neglect of the effects of public health policy on the interests and rights of individuals and minorities. Second, whereas the one-on-one encounters in medical care (...) facilitate a compassionate and caring attitude, public health involves a distance between professionals and the public. Therefore, public health professionals must use imagination and care to evaluate the effects of policies on individuals. Third, the relationship between public health professionals and the people who are affected by the policies they design is characterized by power asymmetry, demanding a high level of responsibility from those who wield them. Against this background, it is argued that public health professionals should develop the virtues of responsibility, compassion and humility. The examples provided, i.e. breastfeeding information and vaccination policy, illustrate the importance of these virtues, which needed for normative as well as instrumental reasons, i.e. as a way to restore trust. (shrink)

Public health ethics is commonly analyzed within a consequentialist or rights-based perspective, but recent approaches explore public health from a virtue ethical perspective. Rozier focuses on the virtues of individual members of the public and I discuss public health professionals. MacKay emphasizes the role of the collective level, the practice and social structure of public health. The structure can be important in two ways. First, it potentially affects the cultivation of the virtues of individuals. Second, the structure itself could have (...) virtues. MacKay defends the latter notion and argues that structures become objective reality that is non-reducible to individuals. She implicitly describes public health as an actor, as having hopes and aspirations. MacKay’s account is an interesting contribution to the field. I agree with that the social structure is important but argue that it is primarily important in relation to the cultivation of individual virtues. Public health is not an agent and if it is described as such, it needs a supporting argument concerning moral group agency. I argue that there are no collectives without individuals. Future studies should focus on the links between the individual and social levels and discuss which virtues are the most important. (shrink)

Traditionally, the management of technology has focused on the stages before or after development of technology. In this approach the technology itself is conceived as the result of a deterministic enterprise; a result that is to be either rejected or embraced. However, recent insights from Science and Technology Studies (STS) have shown that there is ample room to modulate technology during development. This requires technology managers and engineering ethicists to become more involved in the technological research rather than assessing it (...) from an outsider perspective. Instead of focusing on the question whether or not to authorize, approve, or adopt a certain technology or on the question of who is to blame for potential mistakes, the guiding question in this new approach is how research is to be carried out. (shrink)

Risks, including health and technological, attract a lot of attention in modern societies, from individuals as well as policy-makers. Human beings have always had to deal with dangers, but contemporary societies conceptualise these dangers as risks, indicating that they are to some extent controllable and calculable. Conceiving of dangers in this way implies a need to analyse how we hold people responsible for risks and how we can and should take responsibility for risks. Moral Responsibility and Risk in Societycombines philosophical (...) discussion of different concepts and notions of responsibility with context-specific applications in the areas of health, technology and environment. The book consists of two parts addressing two crucial aspects of risks and responsibility: holding agents responsible, i.e. ascribing and distributing responsibility for risks and taking responsibility for risk. More specifically, the book discusses the values of fairness and efficacy in responsibility distributions and makes distinctions between backward-looking and forward-looking responsibility as well as individual and collective responsibility. Additionally, it analyses what it means to take responsibility for technological risks, conceptualizing this kind of responsibility as a virtue, and furthermore, explores the notion of responsible risk communication and the implications for adult-child relationships. This book will be of great interest to students and scholars of environmental ethics, bioethics, public health ethics, engineering ethics, philosophy of risk and moral philosophy. (shrink)

The COVID-19 pandemic during 2020–2022 raised ethical questions concerning the balance between individual autonomy and the protection of the population, vulnerable individuals and the healthcare system. Pediatric COVID-19 vaccination differs from, for example, measles vaccination in that children were not as severely affected. The main question concerning pediatric vaccination has been whether the autonomy of parents outweighs the protection of the population. When children are seen as mature enough to be granted autonomy, questions arise about whether they have the right (...) to decline vaccination and who should make the decision when parents disagree with each other and/or the child. In this paper, I argue that children should be encouraged to not only take responsibility for themselves, but for others. The discussion of pediatric vaccination in cases where this kind of risk–benefit ratio exists extends beyond the 2020–2022 pandemic. The pandemic entailed a question that is crucial for the future of public health as a global problem, that is, to what extent children should be seen as responsible decision-makers who are capable of contributing to its management and potential solution. I conclude that society should encourage children to cultivate such responsibility, conceived as a virtue, in the context of public health. (shrink)

The general aim of this thesis is to present and analyse traffic safety from an ethical perspective and to explore some conceptual and normative aspects of moral responsibility. Paper I presents eight ethical problem areas that should be further analysed in relation to traffic safety. Paper II is focused on the question of who is responsible for traffic safety, taking the distribution of responsibility adopted through the Swedish policy called Vision Zero as its starting point. It is argued that a (...) distinction should be made between backwardlooking and forward-looking responsibility and that Vision Zero should be understood in terms of this distinction. Paper III discusses responsibility ascriptions in relation to public health problems like obesity and lung cancer. It is argued that what makes discussions about who is responsible for such problems complicated is that we have two aims when ascribing responsibility to someone. First, we want responsibility ascriptions to be fair and morally justified. Second, we also want to achieve progress and solve problems through ascribing responsibility to someone. It is argued that the two aims influence debates concerning who is responsible for problems like obesity and lung cancer and that we should attempt at striking a balance that is both perceived as fair and that is efficient. Paper IV discusses two potential arguments against the suggestion that alcohol interlocks should be mandatory in all cars, namely 1) that it displaces the responsibility of individual drivers, and 2) that it constitutes a paternalistic interference with drivers. The first objection is found unconvincing, while the second only has limited bite and may be neutralized if paternalism is accepted for the sake of greater net liberty. It is argued that if technological development can make mandatory interlocks cost-efficient, the policy seems a commendable public health measure. In Paper V, the question discussed is to what extent individuals should be ascribed moral responsibility for the environmentally damaging consequences of their actions. It is argued that responsibility depends on the reasonableness of the alternatives open to an individual when acting. The lack of reasonable alternatives should reduce the degree of individual responsibility. (shrink)

Women who suffer from fertility issues often use in vitro fertilization (IVF) to realize their wish to have children. However, IVF has its own set of strict administration rules that leave the women physically and emotionally exhausted. Feeling alienated and frustrated, many IVF users turn to internet IVF-centered forums to share their stories and to find information and support. Based on the observation of Dutch and Greek IVF forums and a selection of 109 questionnaires from Dutch and Greek IVF forum (...) users, we investigate the reasons why users of IVF participate in online communities centered on IVF, their need for emotional expression and support, and how they experience and use the information and support they receive through their participation in the online community. We argue that the emotional concerns expressed in such forums should be taken into account by health care ethics committees for IVF-related matters in order to promote more patient-oriented care and support for women going through IVF. (shrink)

Antibiotic resistance (AR) is a major threat to public health and healthcare worldwide. In this article, we analyse and discuss the claim that taking actions to minimize AR is everyone's responsibility, focusing on individual moral responsibility. This should not be merely interpreted as a function of knowledge of AR and the proper use of antibiotics. Instead, we suggest a circumstantial account of individual responsibility for AR, where individuals do or do not engage in judicious antibiotic behaviour with different degrees of (...) voluntariness. Furthermore, we suggest a notion of responsibility as a virtue, in which individuals have the opportunity to develop a sensitivity towards the AR theme and, consequently, are capable of engaging, actively and voluntarily, in judicious antibiotic behaviour. The development of such sensitivity depends on the creation of adequate circumstances, that is individual capacities and availability of resources. (shrink)

Due to the alarming rise of antibiotic resistance, medically unwarranted use of antibiotics has assumed new moral significance. In this paper, a thematic content analysis of focus group discussions was conducted to explore lay people’s views on the moral challenges posed by antibiotic resistance. The most important finding is that lay people are morally sensitive to the problems entailed by antibiotic resistance. Participants saw the decreasing availability of effective antibiotics as a problem of justice. This involves individual as well as (...) collective moral responsibility. Yet, holding agents responsible for their use of antibiotics involves varying degrees of demandingness. In our discussion, these findings are related to the contemporary ethical debate on antibiotic resistance and two proposals for the preservation of antibiotic effectiveness are compared to and evaluated against participants’ views. (shrink)

Most sources providing information on infant feeding strongly recommend breastfeeding. The WHO and UNICEF recommend that women breastfeed their babies and that health professionals promote breastfeeding. This creates severe pressure on women to breastfeed, a pressure which is ethically questionable since many women have physical or emotional problems with breastfeeding. In this article, we use insights from the ethics of risk to criticize the current breastfeeding policy. We argue that there are problems related to balancing aggregate wellbeing versus individual wellbeing, (...) that not enough attention is paid to alternatives, that women’s emotions and their need for free choice should be considered and that issues of equity are currently overlooked. We also criticize the way scientific information is presented in the current policy. We conclude that the official sources of information on infant feeding should be revised. Information should be more nuanced and designed to support mothers, and families in making a free choice on what is the best way to feed their babies. (shrink)

In some situations in which undesirable collective effects occur, it is very hard, if not impossible, to hold any individual reasonably responsible. Such a situation may be referred to as the problem of many hands. In this paper we investigate how the problem of many hands can best be understood and why, and when, it exactly constitutes a problem. After analyzing climate change as an example, we propose to define the problem of many hands as the occurrence of a gap (...) in the distribution of responsibility that may be considered morally problematic. Whether a gap is morally problematic, we suggest, depends on the reasons why responsibility is distributed. This, in turn, depends, at least in part, on the sense of responsibility employed, a main distinction being that between backward-looking and forward-looking responsibility. (shrink)

Drink driving causes great suffering and material destruction. The alcohol interlock promises to eradicate this problem by technological design. Traditional counter-measures to drink driving such as policing and punishment and information campaigns have proven insufficient. Extensive policing is expensive and intrusive. Severe punishment is disproportionate to the risks created in most single cases. If the interlock becomes inexpensive and convenient enough, and if there are no convincing moral objections to the device, it may prove the only feasible as well as (...) the only justifiable solution to the problem of drink driving. A policy of universal alcohol interlocks, in all cars, has been proposed by several political parties in Sweden and is supported by the National Road Administration and the 2006 Alcohol Interlock Commission. This article assesses two possible moral objections to a policy of universal interlocks: (i) that it displaces the responsibility of individual drivers and (ii) that it constitutes a paternalistic interference with drivers. The first objection is found unconvincing, while the second has only limited bite and may be neutralized if paternalism is accepted for the sake of greater net liberty. Given the expected technological development, the proposed policy seems a commendable health promotion measure for the near future. (shrink)

In this short piece, I attempt to respond to some of the challenges raised by Jessica Nihlén Fahlquist and Karen Meagher in their commentaries on my paper, ‘Public Health Virtue Ethics’. While these authors have made many insightful and challenging remarks, I mostly focus on two questions here: first, about the nature of collectives as moral agents, in response to Nihlén Fahlquist, and second, about the concept of a collective-level virtue, in response to Meagher.

Is there a need for a distinctively diachronic conception of metaphysical emergence? Here I argue to the contrary. In the main, my strategy consists in considering a representative sample of accounts of purportedly diachronic metaphysical emergence, and arguing that in each case, the purportedly diachronic emergence at issue either can (and should) be subsumed under a broadly synchronic account of metaphysical emergence, or else is better seen as simply a case of causation. In addition, I consider and argue against the (...) suggestion that 'in-principle unpredictability' accounts of diachronic emergence support there being distinctively diachronic metaphysical emergence. (shrink)

Fallibilists claim that one can know a proposition on the basis of evidence that supports it even if the evidence doesn't guarantee its truth. Jessica Brown offers a compelling defence of this view against infallibilists, who claim that it is contradictory to claim to know and yet to admit the possibility of error.

Plato's Epistemology presents an original interpretation of one of the central topics in Plato's work: epistemology. Moss argues, against the grain of much modern scholarship, that Plato's epistemology is radically different from our own.

A core principle of modern science holds that a scientific explanation must not attribute will or agency to natural phenomena.The Restless Clock examines the origins and history of this, in particular as it applies to the science of living things. This is also the story of a tradition of radicals—dissenters who embraced the opposite view, that agency is an essential and ineradicable part of nature. Beginning with the church and courtly automata of early modern Europe, Jessica Riskin guides us (...) through our thinking about the extent to which animals might be understood as mere machines. We encounter fantastic robots and cyborgs as well as a cast of scientific and philosophical luminaries, including Descartes and Leibnitz, Lamarck and Darwin, whose ideas gain new relevance in Riskin's hands. The book ends with a riveting discussion of how the dialectic continues in genetics, epigenetics, and evolutionary biology, where work continues to naturalize different forms of agency.The Restless Clock reveals the deeply buried roots of current debates in artificial intelligence, cognitive science, and evolutionary biology. (shrink)

did plato and aristotle have anything to say about belief? The answer to this question might seem blindingly obvious: of course they did. Plato distinguishes belief from knowledge in the Meno, Republic, and Theaetetus, and Aristotle does so in the Posterior Analytics. Plato distinguishes belief from perception in the Theaetetus, and Aristotle does so in the De anima. They talk about the distinction between true and false beliefs, and the ways in which belief can mislead and the ways in which (...) it can steer us aright. Indeed, they make belief a central component of their epistemologies.The view underlying these claims—one so widespread these days as to remain largely unquestioned—is that when Plato and Aristotle talk... (shrink)

Pt. I. The apparent good. Evaluative cognition -- Perceiving the good -- Phantasia and the apparent good -- pt. II. The apparent good and non-rational motivation. Passions and the apparent good -- Akrasia and the apparent good -- pt. III. The apparent good and rational motivation. Phantasia and deliberation -- Happiness, virtue, and the apparent good -- Practical induction -- Conclusion : Aristotle's practical empiricism.

I argue that the best explanation of the multiplicity of available frameworks for treating any given philosophical topic is that philosophy currently (though not insuperably) lacks fixed standards; I then go on to identify three barriers to philosophical progress associated with our present epistemic situation. First is that the lack of fixed standards encourages what I call “intra‐disciplinary siloing,” and associated dialectical and argumentative failings; second is that the lack of fixed standards makes room for sociological factors (including elite influence (...) and disciplinary inertia) to be determinative of which philosophical frameworks are embraced; third is that the lack of fixed standards encourages (implicit and/or explicit) bias. I close by offering some suggestions about how to move beyond these barriers, even in the absence of fixed standards. (shrink)

This book is a collection of essays written by Bob Hale (three co-authored), with a critical introduction from Kit Fine. They comprise Hale’s final years of work, adding to and extending beyond his landmark monograph Necessary Beings: An Essay on Ontology, Modality, and the Relations Between Them (OUP, 2013, 2nd edition 2015). The essays develop and consolidate several key themes in Hale’s work, most notably the notion of definition, especially as it extends beyond definition of a word to definition of (...) a thing more generally, and its relations to essence and existence; how the recently influential notion of truthmaking relates to and illuminates some of these issues; and ontological questions connected with Hale’s metaphysical commitments on the one hand, and his commitments in the foundations of mathematics on the other. Several of the essays engage with and respond to work by Kit Fine, and contributions to Being Necessary: Themes of Ontology and Modality from the Work of Bob Hale (OUP 2018). As such, these essays also demonstrate a rich and fruitful philosophical dialogue between Hale and his critics and friends. (shrink)

What are rules? -- Why are rules important? -- Rules for the classroom -- Rules at school -- Rules in the community -- Follow the law! -- Rules and laws must be fair -- All together now -- It's good to have rules.

O povo Kaingang é o mais populoso do Sul do Brasil e está entre os mais numerosos povos indígenas do país. Neste trabalho faz-se uma relação entre as informações encontradas na literatura e a atualidade na Terra Indígena Kaingang em relação ao conhecimento que possuem sobre o uso de plantas para a cura de doenças e como interpretam a ação da erva no organismo. Para isto, realizou-se uma pesquisa de campo em uma Terra Indígena Kaingang no Paraná, cujo entrevistas forneceram (...) confirmações históricas em relação aos etnoconhecimentos da etnia, da evolução dos aspectos químicos e das atitudes perante a química e os remédios de origem farmacêutica e natural. (shrink)

Horgan (1993) proposed that "superdupervenience" - supervenience preserving physicalistic acceptability - is a matter of robust explanation. I argued against him (1999) that (as nearly all physicalist and emergentist accounts reflect) superdupervenience is a matter of Condition on Causal Powers (CCP): every causal power bestowed by the supervenient property is identical with a causal power bestowed by its base property. Here I show that CCP is, as it stands, unsatisfactory,for on the usual understandings of causal power bestowal, it is trivially (...) satisfied or falsified. I offer a revision of CCP which incorporates the evident fact that causal powers are grounded in fundamental forces. (shrink)

Here I compare two accounts of metaphysical indeterminacy (MI): first, the 'meta-level' approach described by Elizabeth Barnes and Ross Cameron in the companion to this paper, on which every state of affairs (SOA) is itself precise/determinate, and MI is a matter of its being indeterminate which determinate SOA obtains; second, my preferred 'object-level' determinable-based approach, on which MI is a matter of its being determinate---or just plain true---that an indeterminate SOA obtains, where an indeterminate SOA is one whose constitutive object (...) has a determinable property, but no unique determinate of that determinable. In S1, I first note an important difference between our accounts, concerning whether MI is taken to induce propositional indeterminacy; in S2, I highlight and defend certain advantages of my account; in S3, I address certain of Barnes and Cameron's objections to my account. (shrink)

de Anima III.10 characterizes akrasia as a conflict between phantasia (“imagination”) on one side and rational cognition on the other: the akratic agent is torn between an appetite for what appears good to her phantasia and a rational desire for what her intellect believes good. This entails that akrasia is parallel to certain cases of perceptual illusion. Drawing on Aristotle's discussion of such cases in the de Anima and de Insomniis , I use this parallel to illuminate the difficult discussion (...) of akrasia in Nicomachean Ethics VII.3, arguing that its account of akrasia as involving ignorance is compatible with, and in fact crucially supplements, the more straightforward account we find elsewhere in the corpus of akrasia as a struggle between desires. (shrink)

The null morpheme POS -- The null morpheme EVAL -- Implicature : a brief review -- Evaluativity as implicature -- Extensions of the evaluativity implicature.

This is a comprehensive discussion of determinables, determinates, and their relation ('determination', for short), covering the historical development of these notions, the theoretical options for understanding them, and certain of their contemporary applications.

In lieu of an abstract, here is a brief excerpt of the content:Editor’s NoteJessica HeybachThis issue of education and culture offers readers theoretical in-sights and clarifications to social dilemmas as well as the concerns of the classroom. The authors contained in this issue take up questions of political literacy, moral judgment, the mathematics curriculum and classroom, and the social studies curriculum and classroom. If I had to offer a throughline within these articles, it is the pragmatist conception of judgment that (...) should be cultivated through social relations and classroom practices. These authors are concerned with citizens’ capacity for intelligent judgment within communities and society at large. Pushing back against prevailing logics, these authors offer corrective arguments by positioning Dewey’s thought and pragmatism in contrast to the current logics operating in classrooms and society.Charles Lowery takes up the consequences of modern society’s “conflation of an associated way of living with government, and government with politics, and politics with partisanship” on conceptions of community in his article, “The Role of Education in The Public and Its Problems: A Deweyan Perspective on Political Literacy.” Building on key authors that have previously advanced this line of inquiry central to Dewey’s The Public and Its Problems, Lowery attends to how contemporary education and the development of a politically literate citizenry through democratic habits rather than knowledge accumulation should be centered as the central task of schooling. Lowery highlights current obstacles to cultivating political literacy in the schools such as dogma, disinformation, divisiveness, and de-democratization, and concludes by underscoring the work of school leaders as central to the task of political literacy.Davin Carr-Chellman puts forth a provocative argument which attends to the consequences of instrumental rationality and identity thinking on moral judgment in his article, “Education for Moral Judgment: Situational Creativity and Dewey’s Aesthetics.” Drawing from critical theory, Carr-Chellman emphasizes how dehumanization, moral indifference, and alienation are byproducts of instrumental rationality, measurability, and identity thinking. He then engages Dewey’s aesthetics and Joas’s concept of situational creativity as possible resources to reconstruct human experience and renew the human capacity for moral judgment. According to Carr-Chellman, small acts of creativity and relationship-building become essential to resisting human relations that have become “abstract, impersonal, vague, and competitive.” Thus, an education for moral judgment must humanize through authentic relationships and meaning-making learning opportunities that resist the alienation now culturally rampant. [End Page 1]Marshall Gordon argues that mathematics curriculum and classroom should be understood as a site for developing habits of mind that foster democracy in his article, “Teaching Mathematics with Democracy in Mind.” Gordon elaborates on the problematic persistence of abstracted, procedural mathematics which valorizes memorization and calls for mathematics to capitalize on the unrealized democratic potentials in the mathematics classroom. Drawing on Dewey’s claim in Democracy and Education that “Education is not an affair of ‘telling’ and being told, but an active and constructive process,” Gordon describes a mathematics for democracy. Gordon describes mathematics as a powerful force in the development of students’ reflective intelligence and their capacity for problem-solving by problem-clarifying strategies rather than problem-solving procedures (for example, “take things apart, make the problem simpler, reason by analogy, and tinker”) and collaboration through “multiple-centers” which capitalizes on shared-interest investigations.Dave Powell explores the relationship between inquiry and Dewey’s pragmatic epistemology to advance democratic citizenship education in the social studies classroom in his article, “Has Anybody Here Seen My Old Friend John? Making the Case for a More Pragmatic Social Studies.” In particular, Powell attends to educators’ stance on truth and how “reframing their epistemological orientations” opens up possibilities for different future actions. He begins by describing how pragmatist thinking and Dewey’s philosophical commitments of child-centeredness could shape conceptions of inquiry and allow a reflective practitioner to ask different kinds of questions associated with social studies. Through a rich discussion of what Deweyan thought makes possible in social studies, Powell advances the promise of a citizenry able to think pragmatically in a democracy. He argues that social studies can reject fixed notions of truth, foster trust among students as they exchange ideas, reject opportunities for reverse indoctrination, and cultivate intelligence, as practical... (shrink)

Stoics and Sceptics distinguish belief (doxa) from a representationally and functionally similar but sub-doxastic state: passive yielding to appearance. Belief requires active assent to appearances, that is, affirmation of the appearances as true. I trace the roots of this view to Plato's accounts of doxa in the Republic and Theaetetus. In the Republic, eikasia and pistis (imaging and conviction) are distinguished by their objects, appearances versus ordinary objects; in the Theaetetus, perception and doxa are distinguished by their objects, proper perceptibles (...) versus ‘commons’, including being. But underlying these ontological distinctions is a psychological one: the lower mental states are confined to their lower objects because they are passive; the higher mental states have access to higher objects because they result from questioning appearances and making active affirmations about how things are. This doctrine of doxa anticipates both the Hellenistic one and modern accounts of belief as ‘aiming at truth’; it also shows Plato's views of doxa to have more in their favour philosophically and to cohere better with one another than generally thought. (shrink)

Two studies tested whether observers could differentiate between two facets of pride—authentic and hubristic—on the basis of a single prototypical pride nonverbal expression combined with relevant contextual information. In Study 1, participants viewed targets displaying posed pride expressions in response to success, while causal attributions for the success (target's effort vs. ability) and the source of this information (target vs. omniscient narrator conveying objective fact) were varied. Study 2 used a similar method, but attribution information came from both the target (...) and an omniscient narrator; the congruence of these attributions was varied. Across studies, participants tended to label expressions as authentic pride, but were relatively more likely to label them as hubristic pride when (a) contextual information indicated that targets were arrogant and (b) no mitigating information about the target's potential value as a hard-working group member (i.e., that success was actually due to effort) was presented. (shrink)

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)

Representing a crucial intervention in the history of internationalism, transnationalism and global history, this edited collection examines a variety of internationalisms developed by Europeans over the course of the 20th century.