The disease status of mental disorders has been hotly debated and is still highly relevant for ethical and economic considerations regarding the human rights of psychiatric patients. Here we critically discuss traditional evolutionary and degenerative concepts of mental disorders and propose instead the differentiation between independent dimensions of mental health resources on the one hand and mental disorders on the other. We suggest that impairments of a minimal set of mental functions can serve as indicators of exogenous and endogenous psychoses, (...) while other mental disorders cannot be diagnosed without a reference to setting and culture. (shrink)

Patients suffering from mental disorders are often not treated on an equal basis with patients suffering from organic diseases. In Germany, for example, alcohol-dependent patients will be detoxified on a clinical ward to ensure that they survive acute alcohol withdrawal; however, medical insurances often do not cover treatment costs for a therapy for the addictive behavior that underlies the acute alcohol problem. While patients suffering from diabetes mellitus can also display personally harmful choices and, for example, consume sugar although they (...) know that this is detrimental for their health, medical insurances pay for the acute hyperglycemic shock treatment as well as for dietary and medical treatment of the .. (shrink)

Bei Kant tauchen viele antike Autoren und Theorien auf. In dieser ersten Gesamtbearbeitung zum Thema wird gegen eine langjährige Forschungsmeinung gezeigt, dass nicht so sehr Platon und Aristoteles als vielmehr der hellenistischen Philosophie die entscheidende Rolle für sein Denken zukommt. Anhand der drei Kritiken werden Konstanzen und Umbrüche seines Antikeverständnisses herausgearbeitet und in ihren Konsequenzen für die Kantdeutung beleuchtet.

Background: Recent research has demonstrated that depressed individuals show impairments in inhibiting irrelevant emotional material, and that these impairments are linked to rumination. Cognitive inhibition, however, is not a unitary construct but consists of several components which operate at different stages of information processing. The present study was designed to assess two components of inhibition and examine their relation to depression and rumination in a sample of clinically depressed and healthy control participants. Methods: Twenty-two individuals diagnosed with a current depressive (...) episode and 27 never-disordered control participants completed an Emotional Flanker Task to assess individual differences in interference control and a modification of the Working Memory Selection Task to assess individual differences in the ability to discard no longer relevant emotional material from working memory. Participants completed self-report measures to assess depressive symptoms and rumination. Results: Clinically depressed compared to control participants showed significantly reduced interference control of irrelevant negative information. The groups, however, did not differ in their ability to discard no longer relevant negative information from working memory. In contrast, rumination was associated with difficulty removing no longer relevant negative material from working memory but not with deficits in interference control. Conclusions: Results highlight the importance of differentiating among components of inhibition to gain a better understanding of cognitive mechanisms underlying depression and rumination. (shrink)

The buck-passing account of value (BPA) is very fertile ground that has given rise to a number of interpretations and controversies. It has originally been proposed by T.M. Scanlon as an analysis of value: according to it, being good ‘is not a property that itself provides a reason to respond to a thing in certain ways. Rather, to be good or valuable is to have other properties that constitute such reasons’. Buck-passing stands in a complicated relation to the fitting-attitude analysis (...) of normativity that reaches back to the work of Brentano and Ewing. Proponents of FA-analysis hold that, as a matter of the conceptual analysis of ‘good’, something is good if it is fitting to have pro-attitudes of a certain kind towards it. The ambition of FA-analysis is to explain all practical normativity in terms of the fittingness of attitudes, which – while being itself a normative concept – is the only normative concept which grounds all others. Wlodek Rabinowicz and Toni Rønnow-Rasmussen welcomed BPA as a contemporary version of FA-analysis, and others have followed this suggestion. But whether BPA should be regarded as a version of FA-analysis is a moot point. In section I, I show that BPA is not as obviously a successor of the fitting-attitude analysis of value as some have thought. The much discussed wrong-kind-of-reasons (for short: WKR) problem afflicts buck-passing only in so far as it incorporates a version of FA analysis, or at any rate is expressed in terms of reasons for attitudes. There can be a buck-passing account of value which is not affected by the problem: one that limits the account to reasons for actions (rather than attitudes). However, insofar as BPA does inherit elements of FA analysis, it also has a WKR problem. In section II, I discuss this problem and its solution. I show that it has been misidentified in the current literature, and that – once we understand the problem correctly – its solution is likely to be unavailable to the buck-passer. Hence we should reject any account of BPA that incorporates FA analysis. That leaves us with versions which do not: versions that formulate BPA in terms of reasons for actions only, rather than reasons for attitudes. Finally, in section III, I discuss why buck-passing seemed to be appealing to begin with, and whether a version of BPA that does not incorporate FA analysis is a viable contender of the account – beyond the WKR problem. (shrink)

A deep dive into the influences of Hegelian thought on the work of revolutionary and postcolonial theorist Frantz Fanon Hegel is most often mentioned – and not without good reason – as one of the paradigmatic exponents of Eurocentrism and racism in Western philosophy. But his thought also played a crucial and formative role in the work of one of the iconic thinkers of the ‘decolonial turn’, Frantz Fanon. This would be inexplicable if it were not for the much-quoted ‘lord-bondsman’ (...) dialectic – frequently referred to as the ‘master-slave dialectic’ – described in Hegel's The Phenomenology of Spirit. Fanon takes up this dialectic negatively in contexts of violence-riven (post-)slavery and colonialism; yet in works such as Black Skin, White Masks and The Wretched of the Earth he upholds a Hegelian-inspired vision of freedom. The essays in this collection offer close readings of Hegel’s text, and of responses to it in the work of twentieth-century philosophers, that highlight the entangled history of the translations, transpositions and transformations of Hegel in the work of Fanon, and more generally in colonial, postcolonial and decolonial contexts. (shrink)

It is an assumption common to many theories of rationality that all practical reasons are based on a person's given desires. I shall call any approach to practical reasons which accepts this assumption a "Humean approach". In spite of many criticisms, the Humean approach has numerous followers who take it to be the natural and inevitable view of practical reason. I will develop an argument against the Humean view aiming to explain its appeal, as well as to expose its mistake. (...) I focus on just one argument in favour of the Humean approach, which I believe can be constructed as the background idea of many Humean accounts: the argument from motivation. (shrink)

In this paper, I argue that a person can have a reason to do what she cannot do. In a nutshell, the argument is that a person can have derivate reasons relating to an action that she has a non-derivative reason to perform. There are clear examples of derivative reasons that a person has in cases where she cannot do what she (non-derivatively) has reason to do. She couldn’t have those derivative reasons, unless she also had the non-derivative reason to (...) do what she cannot do. I discuss a number of objections to this view, in particular two: (1) The objection that if there were reasons to do what one cannot do, many of those would be ‘crazy reasons’, and (2) the worry that if there were such reasons, then agents would have reasons to engage in futile deliberations and tryings. I develop an explanation of ‘crazy reasons’ that shows that not all reasons to do the impossible are crazy and only those that are need to be filtered out, and, regarding the second objecting, I show that the reasons for trying as well as for taking the means to doing something—instrumental reasons in a broad sense—are different from the reasons for performing the action in the first place. They are affected by impossibility, and we can explain why that is so. The view I argue for is that a person may have a reason to do what she cannot do, but she does not have a reason to try to do so or to take means to realizing the impossible. (shrink)

In this essay I examine the debate between Jürgen Habermas and Charles Taylor on the post-secular state. I argue that, although their views on the relation of religion and politics converge in certain respects, a profound difference remains between their overall approaches. Their disagreement on the epistemic status of religious as opposed to secular moral reasons, and on the role religious arguments can play in the public sphere testify to a deeper schism. Thus what might at first seem like a (...) quarrel about details proves to be a fundamental philosophical divide on the issue of modernity. I conclude that Taylor’s model of post-secularism is more promising as an approach to the challenge posed by growing religious and cultural diversity, for, if understood as a version of “reiterative universalism,” it avoids both moral relativism and Eurocentrism. (shrink)

In this paper, I comment on Waismann’s view of ‘motivational explanations’ as he develops it in his unfinished, posthumously published essay ‘Will and Motive’. According to a traditional view, when we act, the motive is an internal psychological state of which we can know through introspection, and it triggers or causes the action. Thus the motive causally explains an independent event which is the action. As Waismann sees it, everything here is false. The motive is (1) not an internal psychological (...) state. (2) We do not know it through introspection. (3) It does not trigger an action, and (4) there is no causal explanation in which the motive is the cause and the action the effect. I analyze Waismann’s arguments for these claims and work out his positive view. Waismann draws our attention to two features: the uncertainty and instability of motives, and the fact that they are often ascribed on the basis of the action even when the agent wasn’t aware of them prior to acting. Might this hold only for certain motives: viz. ‘Triebfedern’ (drives), in particular those that are unconscious, but not for motives in the sense of ‘Beweggrund’ (reason, purpose)? If action explanations in the light of an agent’s purposes or reasons are unaffected by Waismann’s arguments for the instability and uncertainty of motives, then perhaps the traditional view would not be false for this kind of explanation: it is not uncertain, or unstable. However, I understand Waismann as trying to show (in particular through his interpretation of Dostojevki’s Raskolnikov) that even if a reason for which a person acts or a purpose is something that the agent is aware of prior to action, we get the same kind of instability and uncertainty that occurs with unconscious motives. Here is why: agents are normally aware of quite a number of reasons for and against acting in a certain way. But for any one of those reasons, they may deny – as Raskolnikov does – that that is the reason for which they did it. It was a reason, all right, and even one that they considered, but not the one for which they acted. Thus the problems of instability and uncertainty that Waismann points out affects motives not only insofar as they are unconscious and mere drives. They affect motives in the sense of ‘Beweggrund’ as well. (shrink)

The notion of cerebral death is examined in relation to those of cardiopulmonary and whole-brain death. It is argued that rather than being a new concept of death, it is merely a new criterion that leaves the old concept — death as loss of personhood — intact. The argument begins on a theoretical level with the distinction between criteria and concepts, places both into context with the notion of a conceptual framework in its relation to empirical reality, and then particularizes (...) the result to criteria for the determination of death. It is argued that the suggestion of the cerebral criterion is nothing more than an attempt to realign the concept of death with the empirical data with which it has come out of step due to new developments in the empirical field. The paper considers tutioristic objections to the criterion, and shows its compatibility with dualistic religio-metaphysical positions by considering an actual example. It also addresses briefly the ethical impact of the criterion on medical practice. (shrink)

There is a fundamental inconsistency in Western society’s treatment of non-human animals on the one hand, and of human foetuses on the other. While most Western countries allow the butchering of animals and their use in experimentation, this must occur under carefully controlled conditions that are intended to minimize their pain and suffering as much as possible. At the same time, most Western countries permit various abortion methods without similar concerns for the developing fetus. The only criteria for deciding which (...) abortion method is used centre in the stage of the pregnancy, the size of the fetus, the health of the pregnant woman and the physician’s preference. This is out of step with the underlying ethos of animal cruelty legislation, cannot be justified ethically and should be rectified by adjusting abortion methods to the capacity of the fetus to experience nociception and/or pain. (shrink)

This chapter contains sections titled: Introduction Conceptual Issues Decision Issues Conclusion References Further reading.

At ’Opus Oxoniense’ book I, d.2, q.1, John Duns Scotus gives an argument for the existence of God that is based on the distinction between essentially and accidentally ordered efficient causes. Historically, this argument has been rejected because the claim that accidentally ordered causes require essentially ordered causes to account for the perpetuation of forms is question-begging. I argue that the critics of Scotus’s argument have failed to consider the ontology of the theory substance, accident and causation with which Scotus (...) is operating, and that once this is taken into account the traditional critique fails. (shrink)

St. Thomas’s argument for the immortality of the human soul in question 75, article 6 of his Summa Theologica has historically been rejected, most famously perhaps by Duns Scotus, who said that it was inconclusive at best and question begging at worst. This article argues that Scotus’s critique may be unfair because it rests on a mistaken understanding of what St. Thomas means by the phrase “natural desire,” and that if one unpacks the ontological assumptions that underlie St. Thomas’s reasoning (...) about the difference between sensible and intellective awareness, an argument emerges that does not suffer from the shortcomings that Scotus alleges. (shrink)

Topics in Cognitive Science, Volume 14, Issue 3, Page 602-620, July 2022.

Our paper addresses the question of what exactly the contribution of the humanities to management education could or should be, suggesting the concept of Literacy as both this contribution’s goal and method. Though there seems to emerge a consensus in the debate about the future of management education that the humanities should be involved with shaping it, some misconceptions about the humanities obscure the understanding of the why and how of it, most notably as to the manner in which they (...) are to provide for ethical values. Our paper in a first step endeavours to clear those misconceptions up drawing on some historical aspects of their development. It then proceeds to introducing the concept of Literacy and, based on it, the teaching framework of Critical Management Literacy we designed to operationalize the concept towards management students` needs. Our leading hypothesis is that the contribution of the humanities should focus on the cultivation of the capacity for epistemological doubt in order to prepare students for the complexity and indeterminacy of reality, thus at the same time laying the groundwork for ethical reflectivity. (shrink)

Luck, Value, and Commitment comprises eleven new essays which engage with, or take their point of departure from, the influential work in moral and political philosophy of Bernard Williams (1929-2003).

This is a PhD dissertation. Ethical particularism claims that any non-moral feature that in one situation is a reason why something is, for example, morally wrong, may in another situation be morally irrelevant or have an opposite moral valence. Ethical particularism entails, in other words, the non-existence of true or sound moral principles. Actions, persons, and situations acquire their moral features contextually in a way that escapes codification in principled terms. Particularism comes in this way in conflict with a classical (...) approach to moral philosophy. (shrink)

Freuds Entwurf von »Trauer und Melancholie« vom Februar 1915, der 1996 publiziert wurde, steht im Zentrum der Untersuchung. Nach einer Zusammenfassung der Thesen des Entwurfs werden Ferenczis und Abrahams Reaktionen auf den Text sowie Freuds Kommentar zu ihren Stellungnahmen dargestellt. Freuds partielle Übernahme von Ferenczis Introjektion und seine Zurückhaltung gegenüber Abrahams »Munderotik und Sadismus« werden erörtert sowie die Frage, ob und inwiefern die Einwürfe der Schüler in die Endfassung von »Trauer und Melancholie« einflossen, insbesondere Abrahams theoretischer Ansatz. Abschließend wird der (...) Begriff der narzisstischen Identifizierung, der den Kern von Freuds Verständnis der Depression bildet, mit seinen aus der gleichen Zeit stammenden Ausführungen über die »Vorstufen der Liebe« zu einem Bild der narzisstischen Beziehung zwischen Subjekt und Objekt zusammengefügt, unter Betonung der klinischen Relevanz der von Freud entwickelten Differenz zwischen der narzisstischen und libidinösen Besetzung des Objekts. (shrink)

Zwischen 1920 und 1925 kam es nach Vorarbeiten von Jones, Abraham, Stärcke, van Ophuijsen und Alexander sowie in Abrahams Hauptwerk, dem Versuch einer Entwicklungsgeschichte der Libido, zu einer Veränderung der psychoanalytischen Theorie, die sich vor allem auf die Stellung der Aggression bezog. Die stärkere Gewichtung der präödipalen Aggression wurde in London in erster Linie von Abrahams Analysanden James und Edward Glover durchgeführt. Ihre Arbeiten bereiteten den Boden für die Rezeption von Melanie Klein, einer weiteren Abraham-Analysandin, die ihrerseits von Alix Strachey, (...) auch sie eine Analysandin Abrahams, sowie von Ernest Jones unterstützt wurde. Klein entwickelte in der Analyse mit Kindern eine Technik, die sich bevorzugt auf die Wahrnehmung und Deutung der Aggression in der Stunde bezog. All dies, ohne dass Freud die neue Linie begrüßt hätte, was aber seit dem Erstarken der lokalen Gruppen in Berlin und London nicht mehr so stark ins Gewicht fiel. Gleichwohl blieb die Frage nach der Stellung der Aggression in der Schwebe, während sich Freud bis zuletzt für das Primat des Sexuellen aussprach und sich von den Positionen der hier erwähnten Schüler zwischen 1920 und 1925 mehrere Male ausdrücklich distanzierte. (shrink)

In this paper, it is argued that the most fruitful approach to developing normative models of argument quality is one that combines the argumentation scheme approach with Bayesian argumentation. Three sample argumentation schemes from the literature are discussed: the argument from sign, the argument from expert opinion, and the appeal to popular opinion. Limitations of the scheme-based treatment of these argument forms are identified and it is shown how a Bayesian perspective may help to overcome these. At the same time, (...) the contributions of the standard scheme-based approach are highlighted, and it is argued that only a combination of the insights of different traditions will yield a complete normative theory of argument quality. (shrink)

To cope with the already large, and ever increasing, amount of information stored in organizational memory, “forgetting,” as an important human memory process, might be transferred to the organizational context. Especially in intentionally planned change processes (e.g., change management), forgetting is an important precondition to impede the recall of obsolete routines and adapt to new strategic objectives accompanied by new organizational routines. We first comprehensively review the literature on the need for organizational forgetting and particularly on accidental vs. intentional forgetting. (...) We discuss the current state of the art of theory and empirical evidence on forgetting from cognitive psychology in order to infer mechanisms applicable to the organizational context. In this respect, we emphasize retrieval theories and the relevance of retrieval cues important for forgetting. Subsequently, we transfer the empirical evidence that the elimination of retrieval cues leads to faster forgetting to the forgetting of organizational routines, as routines are part of organizational memory. We then propose a classification of cues (context, sensory, business process-related cues) that are relevant in the forgetting of routines, and discuss a meta-cue called the “situational strength” cue, which is relevant if cues of an old and a new routine are present simultaneously. Based on the classification as business process-related cues (information, team, task, object cues), we propose mechanisms to accelerate forgetting by eliminating specific cues based on the empirical and theoretical state of the art. We conclude that in intentional organizational change processes, the elimination of cues to accelerate forgetting should be used in change management practices. (shrink)

Wang (_Philosophy & Technology_ 35, 2022) introduces a Foucauldian power account of algorithmic transparency. This short commentary explores when this power account is appropriate. It is first observed that the power account is a constructionist one, and that such accounts often come with both factual and evaluative claims. In an instance of Hume’s law, the evaluative claims do not follow from the factual claims, leaving open the question of how much constructionist commitment (Hacking, 1999) one should have. The concept of (...) acts in equilibrium (Nozick, 1981) is then used to explain how different individuals reading Wang can end up with different evaluative attitudes towards algorithmic transparency, despite factual agreement. The commentary concludes by situating constructionist commitment inside a larger question of how much to think of our actions, identifying conflicting arguments. (shrink)

The buck-passing account of values offers an explanation of the close relation of values and reasons for action: of why it is that the question whether something that is of value provides reasons is not ”open.” Being of value simply is, its defenders claim, a property that something has in virtue of its having other reason-providing properties. The generic idea of buck-passing is that the property of being good or being of value does not provide reasons. It is other properties (...) that do. There are, however, at least three versions of the account which differ in their understanding of those “other properties.” The first two versions both assume that non-normative properties provide reasons, the difference being that the second allows that normative properties also provide reasons. Both run into difficulties, which I explain, in trying to defend the claim that non-normative properties provide reasons for action. The third version of the buck-passing account which explains being of value in terms of more specific evaluative properties that are reason-providing remains unpersuasive as well. Once we understand the relation between general and specific properties as a difference in degree, there is no space for a reduction of the one kind of properties to the other. In section II I sketch an alternative account of the relation between reasons and values, which is based on a thesis that I call the Conceptual Link and the claim that values are not just co-extensive with reasons, but explain them. (shrink)

In recent years, the receipt and the perception of information has changed in ways which have fueled fears about the fates of our democracies. However, real information on these possibilities or the direction of these changes does not exist. Into this gap, Hahn and colleagues bring the power of Condorcet's (1785) Jury Theorem to show that changes in our information networks have affected voter inter‐dependence so that it is likely that voters are now collectively more ignorant even if individual voter (...) competence remains unchanged. (shrink)

Modern society makes extensive use of automated algorithmic decisions, fueled by advances in artificial intelligence. However, since these systems are not perfect, questions about fairness are increasingly investigated in the literature. In particular, many authors take a Rawlsian approach to algorithmic fairness. This article aims to identify some complications with this approach: Under which circumstances can Rawls’s original position reasonably be applied to algorithmic fairness decisions? First, it is argued that there are important differences between Rawls’s original position and a (...) parallel algorithmic fairness original position with respect to risk attitudes. Second, it is argued that the application of Rawls’s original position to algorithmic fairness faces a boundary problem in defining relevant stakeholders. Third, it is observed that the definition of the least advantaged, necessary for applying the difference principle, requires some attention in the context of algorithmic fairness. Finally, it is argued that appropriate deliberation in algorithmic fairness contexts often require more knowledge about probabilities than the Rawlsian original position allows. Provided that these complications are duly considered, the thought-experiment of the Rawlsian original position can be useful in algorithmic fairness decisions. (shrink)

If you injure me, it matters morally whether it was an accident or you did it intentionally, and whether you did it because you thought it would be fun. I take it that any ethical theory will have to include some explanation of why this is. There are two dominant views in the current debate about the moral significance of an agent’s intentions: The one is that the intention with which someone acts at least sometimes determines whether what she does (...) is right or wrong (permissible or impermissible). Proponents of the so-called doctrine of double-effect (DDE) hold that an action which has certain bad outcomes may be permissible if the bad consequences are only foreseen, even if the same action would be morally wrong if they were intended as a means. This is not the only way in which intentions could make a difference to an action’s permissibility, but it is the best-known defense that they do. According to the second view, intentions don’t matter in this way: they do not determine the permissibility of an action. They do matter, but in a different dimension of normative assessment: They determine whether the agent is a good or a bad person; or alternatively: they determine the “moral worth” of an action or its “meaning”, including its praiseworthiness or blameworthiness , or the severity of a wrong-doing. The main thesis is what Thomson called “The Irrelevance-of-Intentions-to-Permissibility Thesis” (for short: IIP) -/- [IIP] “It is irrelevant to the question whether X may do alpha what intention X would do alpha with if he or she did it.” -/- IIP is driven in part by skepticism about DDE: since – according to proponents of IIP - DDE is false, we must explain the relevance of intentions and reasons in a different way. Proponents of IIP tend not to consider the possibility that intentions might matter to permissibility in ways that are different from DDE. In this paper I do not focus on the arguments for or against DDE, but investigate IIP itself more closely, and look at some of the arguments for and against it. (shrink)

The debate about the use of robots in the care of older adults has often been dominated by either overly optimistic visions (coming particularly from Japan), in which robots are seamlessly incorporated into society thereby enhancing quality of life for everyone; or by extremely pessimistic scenarios that paint such a future as horrifying. We reject this dichotomy and argue for a more differentiated ethical evaluation of the possibilities and risks involved with the use of social robots. In a critical discussion (...) surrounding the capabilities approach to the ethical evaluation of quality of life, we develop an ethical framework that is more appropriate to the situation of the oldest old. We urge employment of a context-dependent approach to the ethical evaluation of new technologies in the care and therapy of older adults, and using the example of the robotic seal Paro, we show how this can be accomplished in a sensible and practical way. (shrink)

We examine in detail three classic reasoning fallacies, that is, supposedly ``incorrect'' forms of argument. These are the so-called argumentam ad ignorantiam, the circular argument or petitio principii, and the slippery slope argument. In each case, the argument type is shown to match structurally arguments which are widely accepted. This suggests that it is not the form of the arguments as such that is problematic but rather something about the content of those examples with which they are typically justified. This (...) leads to a Bayesian reanalysis of these classic argument forms and a reformulation of the conditions under which they do or do not constitute legitimate forms of argumentation. (shrink)

Sir Karl Popper is well known for explicating science in falsificationist terms, for which his degree of corroboration formalism, C(h,e,b), has become little more than a symbol. For example, de Queiroz and Poe in this issue argue that C(h,e,b) reduces to a single relative (conditional) probability, p(e,hb), the likelihood of evidence e, given both hypothesis h and background knowledge b, and in reaching that conclusion, without stating or expressing it, they render Popper a verificationist. The contradiction they impose is easily (...) explained--de Queiroz and Poe fail to take account of the fact that Popper derived C(h,e,b) from absolute (logical) probability and severity of test, S(e,h,b), where critical evidence, p(e,b), is fundamental. Thus, de Queiroz and Poe's conjecture that p(e,hb) = C(h,e,b) is refuted. Falsificationism, not verificationism, remains a fair description of the parsimony method of inference used in phylogenetic systematics, not withstanding de Queiroz and Poe's mistaken understanding that "statistical" probability justifies that method. Although de Queiroz and Poe assert that maximum likelihood has the power "to explain data", they do not successfully demonstrate how causal explanation is achieved or what it is that is being explained. This is not surprising, bearing in mind that what is assumed about character evolution in the accompanying likelihood model M cannot then be explained by the results of a maximum likelihood analysis. (shrink)

Recent advances in artificial intelligence offer many beneficial prospects. However, concerns have been raised about the opacity of decisions made by these systems, some of which have turned out to be biased in various ways. This article makes a contribution to a growing body of literature on how to make systems for automated decision-making more transparent, explainable, and fair by drawing attention to and further elaborating a distinction first made by Nozick between first-level bias in the application of standards and (...) second-level bias in the choice of standards, as well as a second distinction between discrimination and arbitrariness. Applying the typology developed, a number of illuminating observations are made. First, it is observed that some reported bias in automated decision-making is first-level arbitrariness, which can be alleviated by explainability techniques. However, such techniques have only a limited potential to alleviate first-level discrimination. Second, it is argued that second-level arbitrariness is probably quite common in automated decision-making. In contrast to first-level arbitrariness, however, second-level arbitrariness is not straightforward to detect automatically. Third, the prospects for alleviating arbitrariness are discussed. It is argued that detecting and alleviating second-level arbitrariness is a profound problem because there are many contrasting and sometimes conflicting standards from which to choose, and even when we make intentional efforts to choose standards for good reasons, some second-level arbitrariness remains. (shrink)