One of the main lines of research in algorithmic fairness involves individual fairness (IF) methods. Individual fairness is motivated by an intuitive principle, similar treatment, which requires that similar individuals be treated similarly. IF offers a precise account of this principle using distance metrics to evaluate the similarity of individuals. Proponents of individual fairness have argued that it gives the correct definition of algorithmic fairness, and that it should therefore be preferred to (...) other methods for determining fairness. I argue that individual fairness cannot serve as a definition of fairness. Moreover, IF methods should not be given priority over other fairness methods, nor used in isolation from them. To support these conclusions, I describe four in-principle problems for individual fairness as a definition and as a method for ensuring fairness: (1) counterexamples show that similar treatment (and therefore IF) are insufficient to guarantee fairness; (2) IF methods for learning similarity metrics are at risk of encoding human implicit bias; (3) IF requires prior moral judgments, limiting its usefulness as a guide for fairness and undermining its claim to define fairness; and (4) the incommensurability of relevant moral values makes similarity metrics impossible for many tasks. In light of these limitations, I suggest that individual fairness cannot be a definition of fairness, and instead should be seen as one tool among several for ameliorating algorithmic bias. (shrink)

This article presents a fairness principle for evaluating decision-making based on predictions: a decision rule is unfair when the individuals directly impacted by the decisions who are equal with respect to the features that justify inequalities in outcomes do not have the same statistical prospects of being benefited or harmed by them, irrespective of their socially salient morally arbitrary traits. The principle can be used to evaluate prediction-based decision-making from the point of view of a wide range of antecedently (...) specified substantive views about justice in outcome distributions. (shrink)

Holm (2022) argues that a class of algorithmic fairness measures, that he refers to as the ‘performance parity criteria’, can be understood as applications of John Broome’s Fairness Principle. We argue that the performance parity criteria cannot be read this way. This is because in the relevant context, the Fairness Principle requires the equalization of actual individuals’ individual-level chances of obtaining some good (such as an accurate prediction from a predictive system), but the performance parity criteria (...) do not guarantee any such thing: the measures merely ensure that certain population-level ratios hold. (shrink)

Although fairness is a key moral trait, limited research focuses on participants' observed fairness behavior because moral traits are generally measured through self-report. This experiment focused on day-to-day interpersonal fairness rather than impersonal justice, and fairness was assessed as observed behavior. The experiment investigated whether a self-reported fairness trait would moderate a situational influence on observed fairness behavior, such that individuals with a stronger fairness trait would be less affected by a situational influence (...) than those with a weaker fairness trait. We used an iterated resource game in which participants could withdraw resources as they chose, and we manipulated the number of resources bogus players withdrew. The number of resources participants withdrew was the behavioral measure of fairness. Results confirmed the expected moderation of the unfairness manipulation by a fairness trait on observed behavior. Those reporting a stronger fairness trait were unaffected by the manipulation, whereas those reporting a weaker fairness trait were more strongly influenced. (shrink)

Dwork, Hardt, Pitassi, Reingold, & Zemel [6] introduced two notions of fairness, each of which is meant to formalize the notion of similar treatment for similarly qualified individuals. The first of these notions, which we call additive metric fairness, has received much attention in subsequent work studying the fairness of a system composed of classifiers which are fair when considered in isolation [3, 4, 7, 8, 12] and in work studying the relationship between fair treatment of individuals (...) and fair treatment of groups [6, 7, 13]. Here, we extend these lines of research to the second, less-studied notion, which we call multiplicative metric fairness. In particular, we exactly characterize the fairness of conjunctions and disjunctions of multiplicative metric fair classifiers, and the extent to which a classifier which satisfies multiplicative metric fairness also treats groups fairly. This characterization reveals that whereas additive metric fairness becomes easier to satisfy when probabilities of acceptance are small, leading to unfairness under functional and group compositions, multiplicative metric fairness is better-behaved, due to its scale-invariance. (shrink)

Professor Fletcher challenges the traditional account of the development of tort doctrine as a shift from an unmoral standard of strict liability for directly causing harm to a moral standard based on fault. He then sets out two paradigms of liability to serve as constructs for understanding competing ideological viewpoints about the proper role of tort sanctions. He asserts that the paradigm of reciprocity, which looks only to the degree of risk imposed by the parties to a lawsuit on each (...) other, and to the existence of possible excusing conditions, provides greater protection of individual interests than the paradigm of reasonableness, which assigns liability instrumentally on the basis of a utilitarian calculus. Finally, Professor Fletcher examines stylistic differences between the two paradigms which may explain the modern preference for the paradigm of reasonableness. (shrink)

The article by MacKay and Saylor (2020) claims that the principle of fair subject selection yields conflicting imperatives (e.g. in the case of pregnant women) and should be understood as “a bundle of four distinct sub-principles” (i.e. fair inclusion, burden sharing, opportunity, distribution of third-party risks), each having conflicting normative recommendations (MacKay and Saylor 2020). The authors also offer guidance as to how we should navigate between subprinciples that may conflict with each other. The problem is a crucial one since (...) fair subject selection is one of the principles regulating clinical research that produces generalizable knowledge with the potential of improving people’s health. Therefore, there may be cases where the way in which participants are selected directly influences the generalizability (or its lack) of the clinically relevant knowledge and its value (if any) to different groups. In my commentary article, written from the philosophical perspective, I notice a number of interrelated problems which I believe have not been discussed thoroughly in the target article: (1) the precise way in which health care priority setting should influence the content of health research priority setting and fair inclusion principles; (2) the distinction between group and individual benefits and burdens from clinical research; (3) the reference class problem in medical research. (shrink)

Predictive algorithms are playing an increasingly prominent role in society, being used to predict recidivism, loan repayment, job performance, and so on. With this increasing influence has come an increasing concern with the ways in which they might be unfair or biased against individuals in virtue of their race, gender, or, more generally, their group membership. Many purported criteria of algorithmic fairness concern statistical relationships between the algorithm’s predictions and the actual outcomes, for instance requiring that the rate of (...) false positives be equal across the relevant groups. We might seek to ensure that algorithms satisfy all of these purported fairness criteria. But a series of impossibility results shows that this is impossible, unless base rates are equal across the relevant groups. What are we to make of these pessimistic results? I argue that none of the purported criteria, except for a calibration criterion, are necessary conditions for fairness, on the grounds that they can all be simultaneously violated by a manifestly fair and uniquely optimal predictive algorithm, even when base rates are equal. I conclude with some general reflections on algorithmic fairness. (shrink)

Every year, hundreds of patients in England die whilst waiting for a kidney transplant, and this is evidence that the current system of altruistic-based donation is not sufficient to address the shortage of kidneys available for transplant. To address this problem, we propose a monopsony system whereby kidney donors can opt-in to receive financial compensation, whilst still preserving the right of individuals to donate without receiving any compensation. A monopsony system describes a market structure where there is only one ‘buyer’—in (...) this case the National Health Service. By doing so, several hundred lives could be saved each year in England, wait times for a kidney transplant could be significantly reduced, and it would lessen the burden on dialysis services. Furthermore, compensation would help alleviate the common disincentives to living kidney donation, such as its potential associated health and psychological costs, and it would also help to increase awareness of living kidney donation. The proposed system would also result in significant cost savings that could then be redirected towards preventing kidney disease and reducing health disparities. While concerns about exploitation, coercion, and the ‘crowding out’ of altruistic donors exist, we believe that careful implementation can mitigate these issues. Therefore, we recommend piloting financial compensation for living kidney donors at a transplant centre in England. (shrink)

Over the past decade, scholars, institutions, and activists have voiced strong concerns about the potential of automated decision systems to indirectly discriminate against vulnerable groups. This article analyses the ethics of algorithmic indirect discrimination, and argues that we can explain what is morally bad about such discrimination by reference to the fact that it causes harm. The article first sketches certain elements of the technical and conceptual background, including definitions of direct and indirect algorithmic differential treatment. It next introduces three (...) prominent accounts of fairness as potential explanations if the badness of algorithmic indirect discrimination, but argues that all three are vulnerable to powerful levelling-down-style objections. Instead, the article demonstrates how proper attention to the way differences in decision-scenarios affect the distribution of harms can help us account for intuitions in prominent cases. Finally, the article considers a potential objection based on the fact that certain forms of algorithmic indirect discrimination appear to distribute rather than cause harm, and notes that we can explain how such distributions cause harm by attending to differences in individual and group vulnerability. (shrink)

Countermeasures for mpox (formerly known as monkeypox), primarily vaccines, have been in limited supply in many countries during outbreaks. Equitable allocation of scarce resources during public health emergencies is a complex challenge. Identifying the objectives and core values for the allocation of mpox countermeasures, using those values to provide guidance for priority groups and prioritisation tiers, and optimising allocation implementation are important. The fundamental values for the allocation of mpox countermeasures are: preventing death and illness; reducing the association between death (...) or illness and unjust disparities; prioritising those who prevent harm or mitigate disparities; recognising contributions to combating an outbreak; and treating similar individuals similarly. Ethically and equitably marshalling available countermeasures requires articulating these fundamental objectives, identifying priority tiers, and recognising trade-offs between prioritising the people at the highest risk of infection and the people at the highest risk of harm if infected. These five values can provide guidance on preferable priority categories for a more ethically sound response and suggest methods for optimising allocation of countermeasures for mpox and other diseases for which countermeasures are in short supply. Properly marshalling available countermeasures will be crucial for future effective and equitable national responses to outbreaks. (shrink)

In many assessment problems—aptitude testing, hiring decisions, appraisals of the risk of recidivism, evaluation of the credibility of testimonial sources, and so on—the fair treatment of different groups of individuals is an important goal. But individuals can be legitimately grouped in many different ways. Using a framework and fairness constraints explored in research on algorithmic fairness, I show that eliminating certain forms of bias across groups for one way of classifying individuals can make it impossible to eliminate such (...) bias across groups for another way of dividing people up. And this point generalizes if we require merely that assessments be approximately bias-free. Moreover, even if the fairness constraints are satisfied for some given partitions of the population, the constraints can fail for the coarsest common refinement, that is, the partition generated by taking intersections of the elements of these coarser partitions. This shows that these prominent fairness constraints admit the possibility of forms of intersectional bias. (shrink)

Law-enforcement agencies are increasingly able to leverage crime statistics to make risk predictions for particular individuals, employing a form of inference that some condemn as violating the right to be “treated as an individual.” I suggest that the right encodes agents’ entitlement to a fair distribution of the burdens and benefits of the rule of law. Rather than precluding statistical prediction, it requires that citizens be able to anticipate which variables will be used as predictors and act intentionally to (...) avoid them. Furthermore, it condemns reliance on various indexes of distributive injustice, or unchosen properties, as evidence of law-breaking. (shrink)

The U.S. FDA has issued emergency use authorizations for monoclonal antibodies for non-hospitalized patients with mild or moderate COVID-19 disease and for individuals exposed to COVID-19 as post-exposure prophylaxis. One EUA for an oral antiviral drug, molnupiravir, has also been recommended by FDA’s Antimicrobial Drugs Advisory Committee, and others appear likely in the near future. Due to increased demand because of the Delta variant, the federal government resumed control over the supply and asked states to ration doses. As future variants (...) with increased infectivity and/or severity emerge, further rationing may be required. We identify relevant ethical principles and priority groups for access to therapies based on an integrated approach to population health and medical factors. Using priority categories to allocate scarce therapies effectively operationalizes important ethical values. This strategy is preferable to the current approach of categorical rules based on vaccination, immunocompromise status, or older age, or the ad hoc consideration of clinical risk factors. (shrink)

This paper is an examination of the concept of recognition and its connection with identity and respect. This is related to the question of how women are or are not adequately recognised or respected for their achievements in sport and whether eliminating sex segregation in sport is a solution. This will require an analysis of the concept of excellence in sport, as well as the relationship between fairness and inclusion in an activity that is fundamentally about bodily movement. I (...) argue that attempts to address the problem of women’s recognition in sport need to do so in ways that neither eliminate sport as a fairness regulated system for developing individual excellence in bodily movement nor that prevent women’s achievement of sporting excellence, with the regard that belongs to them. Doing this requires us to decide whether sport is about champions or about individual excellence. (shrink)

What can we do—and what should we do—to fight against bias? This final chapter introduces empirically-tested interventions for combating implicit (and explicit) bias and promoting a fairer world, from small daily-life debiasing tricks to larger structural interventions. Along the way, this chapter raises a range of moral, political, and strategic questions about these interventions. This chapter further stresses the importance of admitting that we don’t have all the answers. We should be humble about how much we still don’t know and (...) dedicate efforts to gathering as much knowledge as possible. Even so, we know enough now to start making a difference, and this chapter ultimately aims to chip away at the gap between our abstract commitments to treat people fairly and our lived habits and experiences, which continue to be shaped by implicit and explicit prejudices and stereotypes about race, gender, and other social categories. (shrink)

La question que nous allons aborder dans ce cours est la suivante : peut-on réduire une société une simple agrégation d’individus, ou est-elle plus que cela ? Cette question introduit le débat qui oppose, en sciences sociales, les tenants de l’individualisme à ceux du holisme. En première approximation, les individualistes sociaux pensent qu’une société n’est rien de plus qu’une somme ou une agrégation d’individus. Les holistes sociaux pensent au contraire qu’une société n’est pas réductible à une simple agrégation d’individus. C’est (...) là une question fondamentale aussi bien pour les sociologues que pour les philosophes. Mais en tant que futurs ingénieurs, vous vous dites peut-être que cela ne va pas vous empêcher de dormir. Pour vous convaincre qu’il y a là certaines raisons sinon de faire des nuits blanches, du moins d’avoir quelques discussions animées, nous allons rapprocher cette question, que l’on traitera dans la première partie du cours, de deux autres dont l’enjeu vous semblera certainement plus immédiat. Nous les traiterons respectivement dans les deuxième et troisième parties du cours. (shrink)

Programming artificial intelligence to make fairness assessments of texts through top-down rules, bottom-up training, or hybrid approaches, has presented the challenge of defining cross-cultural fairness. In this paper a simple method is presented which uses vectors to discover if a verb is unfair or fair. It uses already existing relational social ontologies inherent in Word Embeddings and thus requires no training. The plausibility of the approach rests on two premises. That individuals consider fair acts those that they would (...) be willing to accept if done to themselves. Secondly, that such a construal is ontologically reflected in Word Embeddings, by virtue of their ability to reflect the dimensions of such a perception. These dimensions being: responsibility vs. irresponsibility, gain vs. loss, reward vs. sanction, joy vs. pain, all as a single vector. The paper finds it possible to quantify and qualify a verb as fair or unfair by calculating the cosine similarity of the said verb’s embedding vector against FairVec—which represents the above dimensions. We apply this to Glove and Word2Vec embeddings. Testing on a list of verbs produces an F1 score of 95.7, which is improved to 97.0. Lastly, a demonstration of the method’s applicability to sentence measurement is carried out. (shrink)

In a world of partially overlapping and partially conflicting interests there is good reason to doubt that self-seeking behaviour at the micro-level will spontaneously lead to desirable social outcomes at the macro-level. Nevertheless, some sophisticated economic writers advocating a laissez-faire policy prescription have proposed various 'invisible hand' mechanisms which can supposedly be relied upon to 'educe good from ill'. Smith defended the 'simple system of natural liberty' as giving the greatest scope to the unfolding of God's will and the working (...) out of 'natural' providential processes free of interference by 'artificial' state intervention - the expression not of divine order but of fallible human reason. Hayek, adopting a similar policy stance, based it in an evolutionary process in which those institutional forms best adapted to reconciling individual interests would, he believed, spontaneously be selected for in the inter-group struggle for survival. Keynes shares the holistic approach of Smith and Hayek, but without their reliance on invisible hand mechanisms. If spontaneous processes cannot be relied upon to generate desirable social outcomes then we have to take responsibility for achieving this ourselves by establishing the appropriate institutional framework. Keynes takes a historical view of the role of capitalism and analyses its pathology as rooted in what we would now refer to as a multi-player prisoners' dilemma. The paper draws out the significance of his methodological standpoint here. Keynes's policy standpoint assigns a critical role to his own class, the 'educated bourgeoisie' in the reform process he maps out. A distinction, but also an intimate connection, is highlighted between, on the one hand, micro-level individualism (the 'Manchester System, and, on the other, the macro-level collective action ('planning') required to preserve it. Finally Keynes is considered in relation to the themes of laissez-faire, holism, reductionism, providentialism and the invisible hand. (shrink)

I suggest that the social justice issues raised by Internet regulation can be exposed and examined by using a methodology adapted from that described by John Rawls in 'A Theory of Justice'. Rawls' theory uses the hypothetical scenario of people deliberating about the justice of social institutions from the 'original position' as a method of removing bias in decision-making about justice. The original position imposes a 'veil of ignorance' that hides the particular circumstances of individuals from them so that they (...) will not be influenced by self-interest. I adapt Rawls' methodology by introducing an abstract description of information technology to those deliberating about justice from within the original position. This abstract description focuses on computing devices that users can use to access information and information networks that information devices use to communicate. The abstractness of this description prevents the particular characteristics of the Internet and the computing devices in use from influencing the decisions about the just use and regulation of information technology and networks. From this abstract position, the principles of justice that the participants accept for the rest of society will also apply to the computing devices people use to communicate, and to Internet regulation. (shrink)

This essay explores the vexed issue of individual corporeal substance in Descartes' natural philosophy. Although Descartes' often referred to individual material objects as separate substances, the constraints on his definitions of matter and substance would seem to favor the opposite view; namely, that there exists only one corporeal substance, the plenum. In contrast to this standard interpretation, however, it will be demonstrated that Descartes' hypotheses make a fairly convincing case for the existence of individual material substances; and (...) the key to this new found individuation is a long neglected set of passages in the Principles of Philosophy. (shrink)

This chapter explores the question of whether or not individual agents are under a moral obligation to reduce their ‘antimicrobial footprint’. An agent’s antimicrobial footprint measures the extent to which her actions are causally linked to the use of antibiotics. As such, it is not necessarily a measure of her contribution to antimicrobial resistance. Talking about people’s antimicrobial footprint in a way we talk about our carbon footprint may be helpful for drawing attention to the global effects of (...) class='Hi'>individual behaviour and for highlighting that our choices can collectively make a real difference. But can we be morally obligated to make a contribution to resolving a collective action problem when our individual contributions by themselves make no discernible difference? I will focus on two lines of argument in favour of such obligations: whether a failure to reduce one’s antimicrobial footprint is unfair and whether it constitutes wrongdoing because it is harmful. I conclude by suggesting that the argument from collective harm is ultimately more successful. (shrink)

At the United Nations climate change conference in 2011, parties decided to launch the “Durban Platform” to work towards a new long-term climate agreement. The decision was notable for the absence of any reference to “equity”, a prominent principle in all previous major climate agreements. Wealthy countries resisted the inclusion of equity on the grounds that the term had become too closely yoked to developing countries’ favored conception of equity. This conception, according to wealthy countries, exempts developing countries from making (...) commitments that are stringent enough for the collective effort needed to avoid dangerous climate change. In circumstances where even mentioning the term equity has become problematic, a critical question is whether scope for a fair agreement is being squeezed out of negotiations. To address this question we set out a conceptual framework for normative theorizing about fairness in international negotiations, accompanied by a set of minimal standards of fairness and plausible feasibility constraints for sharing the global climate change mitigation effort. We argue that a fair and feasible agreement may be reached by (i) reforming the current binary approach to differentiating developed and developing country groups, in tandem with (ii) introducing a more principled approach to differentiating the mitigation commitments of individual countries. These two priorities may provide the basis for a principled bargain between developed and developing countries that safeguards the opportunity to avoid dangerous climate change without sacrificing widely acceptable conceptions of equity. (shrink)

This thesis argues for the fundamental importance of the opposition between holistic and reductionistic world-views in economics. Both reductionism and holism may nevertheless underpin laissez-faire policy prescriptions. Scrutiny of the nature of the articulation between micro and macro levels in the writings of economists suggests that invisible hand theories play a key role in reconciling reductionist policy prescriptions with a holistic world. An examination of the prisoners' dilemma in game theory and Arrow's impossibility theorem in social choice theory sets the (...) scene. The prisoners' dilemma epitomises the collective irrationality coordination problems lead to. The source of the dilemma is identified as the combination of interdependence in content and independence in form of the decision making process. Arrovian impossibility has been perceived as challenging traditional views of the relationship between micro and macro levels in economics. Conservative arguments against the possibility in principle of a social welfare function are criticised here as depending on an illicit dualism. The thesis then reviews the standpoints of Smith, Hayek and Keynes. For Smith, the social desirability of individual self-seeking activity is ensured by the 'invisible hand' of a god who has moulded us so to behave, that the quantity of happiness in the world is always maximised. Hayek seeks to re-establish the invisible hand in a secular age, replacing the agency of a deity with an evolutionary mechanism. Hayek's evolutionary theory, criticised here as being based on the exploded notion of group selection, cannot underpin the desirability of spontaneous outcomes. I conclude by arguing that Keynes shares the holistic approach of Smith and Hayek, but without their reliance on invisible hand mechanisms. If spontaneous processes cannot be relied upon to generate desirable social outcomes then we have to take responsibility for achieving this ourselves by establishing the appropriate institutional framework to eliminate macroeconomic prisoners' dilemmas. (shrink)

Relatively few authors attempt to assess individuals’ moral responsibility for collective action within organizations. I draw on fairly technical recent work by Seamus Miller, Christopher Kutz, and Tracy Isaacs in the field of collective responsibility to see what normative lessons can be prepared for people considering entry into large hierarchical, compartmentalized organizations like businesses or the military. I will defend a view shared by Isaacs that group members’ responsibility for collective action depends on intentions to contribute to particular collective actions, (...) against Miller and Kutz’s more inculpating standards. Miller and Kutz fail to achieve their goal of articulating a variable standard for measuring individual responsibility within organizations, for reasons suggesting we might not be able to do better with their theoretical commitments than a threshold warning for all potential entrants to be wary of the groups they enter. Isaacs sketches an approach that is more successful at creating a variable standard for assessing high echelon actors; I build on and refine her theory to argue that organization members can be held responsible for their unique interpretations of the organization mission and unique contributions to their role duties. High echelon actors may share personal responsibility for their subordinates’ behavior when they have created the conditions for those actions through their unique orders. (shrink)

An emotional deficit in individuals with psychopathy has been regarded as a potential factor in the disinhibition of selfish behaviors, which can be an impediment to a successful life in human society. However, recent studies in the field of economics have made clear that emotional function is associated with irrational decision-making. In the present study, to test whether psychopathy may have a positive aspect in a social setting, we examined the decision-making of college students with high and low tendencies for (...) psychopathy in the ultimatum game, which illustrates conflict between fairness and economic utility. We also investigated electrodermal responses to fair and unfair offers for each group. Compared to low psychopathic controls, individuals with a high tendency toward psychopathy more often choose economic utility by accepting unfair offers. Whereas controls more often exhibited an electrodermal response to unfair offers compared to fair offers, high psychopathic individuals did not show a similar difference between the types of offer. The results suggest that the affective deficit of psychopathy might be associated with insensitivity to unfairness and may contribute to a rational decision to accept unfair offers. Hence, psychopathy can be rational in some social situations. (shrink)

Prediction-based decisions, which are often made by utilizing the tools of machine learning, influence nearly all facets of modern life. Ethical concerns about this widespread practice have given rise to the field of fair machine learning and a number of fairness measures, mathematically precise definitions of fairness that purport to determine whether a given prediction-based decision system is fair. Following Reuben Binns (2017), we take ‘fairness’ in this context to be a placeholder for a variety of normative (...) egalitarian considerations. We explore a few fairness measures to suss out their egalitarian roots and evaluate them, both as formalizations of egalitarian ideas and as assertions of what fairness demands of predictive systems. We pay special attention to a recent and popular fairness measure, counterfactual fairness, which holds that a prediction about an individual is fair if it is the same in the actual world and any counterfactual world where the individual belongs to a different demographic group (cf. Kusner et al. (2018)). (shrink)

Research in ethical AI has made strides in quantitative expression of ethical values such as fairness, transparency, and privacy. Here we contribute to this effort by proposing a new family of metrics called “decisional value scores” (DVS). DVSs are scores assigned to a system based on whether the decisions it makes meet or fail to meet a particular standard (either individually, in total, or as a ratio or average over decisions made). Advantages of DVS include greater discrimination capacity between (...) types of ethically relevant decisions and facilitation of ethical comparisons between decisions and decision-making systems, including across different modalities (for instance: human, machine, or coupled human–machine systems). After clarifying ambiguities in the concept of “decision” itself, including the question of how to individuate the decisions made by a system, we discuss the role and meaning of “decision” in common AI and machine learning approaches such as decision trees, neural networks, SVMs, and unsupervised classifiers. We then show how DVSs may be defined for several ethical values of interest, with an extended discussion of transparency. Finally, we explore how such metrics can be applied to real decision-making systems through two case studies: evaluations of LLMs for transparency; and evaluations of criminal risk assessment tools for utility, rights violations, fairness, and transparency. (shrink)

The Research Topic “On poverty and its eradication” was inspired by the International Day for the Eradication of Poverty, first commemorated in Paris in 1987 and formally designated by the United Nations. This day is dedicated to renewing the commitment to universal human development, enabling all individuals to achieve their highest potential, and reflecting on how poverty hinders this progress. The urgency of addressing poverty has increased after the COVID-19 pandemic, which exacerbated existing issues and highlighted the critical need for (...) effective poverty eradication strategies. The studies included in this Research Topic aim to expand knowledge about poverty, its causes, consequences, and connections to crises, inequality, and fairness, and to assess policy measures for poverty reduction. The included contributions use various theoretical, empirical, quantitative, and qualitative approaches to drive sociological and policy-related discussions and initiatives, promoting fair and inclusive societies. (shrink)

Theorists have long debated whether John Rawls’ conception of justice as fairness can be extended to nonideal (i.e. unjust) social and political conditions, and if so, what the proper way of extending it is. This paper argues that in order to properly extend justice as fairness to nonideal conditions, Rawls’ most famous innovation – the original position – must be reconceived in the form of a “nonideal original position.” I begin by providing a new analysis of the ideal/nonideal (...) theory distinction within Rawls’ theoretical framework. I then systematically construct a nonideal original position, showing that although its parties must have Rawls’ principles of ideal justice and priority relations as background aims, the parties should be entirely free to weigh those aims against whatever burdens and benefits they might face under nonideal conditions. Next, I show that the parties ought to aim to secure for themselves a special class of nonideal primary goods: all-purpose goods similar to Rawls’ original primary goods, but which in this case are all-purpose goods individuals might use to (A) promote Rawlsian ideals under nonideal conditions, (B) weigh Rawls’ principles of ideal justice and priority relations against whatever burdens and benefits they might face under nonideal conditions, and (C) effectively pursue their most favored weighting thereof. I then defend a provisional list of nonideal primary goods which include opportunities to participate effectively in equitable and inclusive grassroots reform movements guided by a series of substantive aims. Finally, I briefly speculate on how the parties to the nonideal original position might deliberate to principles of nonideal justice for distributing nonideal primary goods, suggesting that those goods should be distributed in proportion to unjust disadvantage. (shrink)

What would be a fair model for flood insurance? Catastrophic flooding has become increasingly frequent in the UK and, with climate change, is likely to become even more frequent in the future. With the UK's current flood insurance regime ending in 2013, we argues that: -/- - there is an overwhelming case for rejecting a free market in flood insurance after 2013; - this market-based approach threatens to leave many thousands of properties uninsurable, leading to extensive social blight; - there (...) are a number of possible flood insurance models that would be fairer and more sustainable. -/- We outline three approaches to 'fairness' in flood insurance, and argues that the second and third of these would be the most 'solidaristic' – i.e. those at lower risk of flooding would contribute to the support of people at higher risk: -/- 'pure actuarial fairness' – insurance costs directly reflect the level of risk faced by individuals; 'choice-sensitive fairness' – insurance costs should reflect only those risks that result from each individual's choices; 'fairness as social justice' – insurance should be provided independently of individuals' risks and choices when covering basic requirements of social justice. (shrink)

This article develops a liberal theory of cultural rights that must be guaranteed by just legal and political institutions. People form their own individual conceptions of the good in the cultural space constructed by the political societies they inhabit. This article argues that only rarely do individuals develop views of what is valuable that diverge more than slightly from the conceptions of the good widely circulating in their societies. In order for everyone to have an equal opportunity to autonomously (...) form their own independent conception of the good, rather than merely following others, culture must be democratically controlled. Equal respect for members of a liberal democracy requires that all citizens have roughly equal opportunities to do things like make movies, publish novels, and exhibit paintings. This article contends that the contemporary American legal order fails to guarantee that all cititizens have roughly equal opportunities to shape and influence their shared culture. Guaranteeing the liberty to do so would require reforms to many areas of law, including applying anti-discrimination law more broadly to the conduct of cultural organizations, expanding fair use protections in copyright law, limiting the ability of businesses to arbitrarily refuse service to customers, and restricting private control of capital in order to democratize the means of cultural production. (shrink)

Kamm’s sore throat case gives us a choice: save one life, or save a distinct life and cure a sore throat. We defend the fairness explanation of the judgement that one should flip a coin to decide whom to save: it is disrespectful to let a sore throat act as a tie-breaker, because an individual would be forced to forgo a 50% fair chance of living (given to them by a coin flip), which cannot be outweighed by any (...) number of sore throats. We show that this explanation of when and why claims can permissibly break ties generates new problem cases for theories of aggregation, including theories that have been thought to accommodate the judgement that one should flip a coin in Kamm’s sore throat case. We then generalise the fairness explanation to cases involving multiple groups. (shrink)

Many economists have argued convincingly that automated systems employing present-day artificial intelligence have already caused massive technological displacement, which has led to stagnant real wages, fewer middle- income jobs, and increased economic inequality in developed countries like Canada and the United States. To address this problem various individuals have proposed measures to increase workers’ living standards, including the adoption of a universal basic income, increased public investment in education, increased minimum wages, increased worker control of firms, and investment in a (...) Green New Deal that will provide substantial employment in transitioning to green energy, buildings, and agriculture. In this paper I argue that both left-wing and right-wing positions in political philosophy, such as John Rawls’s Justice as Fairness and Robert Nozick’s Entitlement Theory, are committed to the conclusion that we should take political action to counteract the effects of technological displacement by undertaking such measures to increase workers’ living standards. (shrink)

Many of the items that humans consume are produced in ways that involve serious harms to persons. Familiar examples include the harms involved in the extraction and trade of conflict minerals (e.g. coltan, diamonds), the acquisition and import of non- fair trade produce (e.g. coffee, chocolate, bananas, rice), and the manufacture of goods in sweatshops (e.g. clothing, sporting equipment). In addition, consumption of certain goods (significantly fossil fuels and the products of the agricultural industry) involves harm to the environment, to (...) future persons, and to current persons in low-lying and developing countries, by way of their impacts on climate change. When it comes to such large-scale harms, it's easy for the individual to feel helpless. Even if she sincerely wishes things were otherwise, she may wonder what she could possibly do to make them so. In this paper I briefly explore several promising avenues for generating duties in individuals to consume ethically, and develop one in particular: that an individual ought to signal her commitments to others, as a first step in collectivizing to act against unjust global labour practices. (shrink)

We address the most fundamental yet routinely ignored issue in economics today: that of distributive impact of the monetary system on the real economy. By re-examining the logical implications of token re-presentation of value and Irving Fisher’s theory of exchange, we argue that producers of value incur incidental expropriation of wealth associated with the deflationary effect that new value supply has on the purchasing power of money. In order to remedy the alleged inequity we propose a value-added negative tax (VANT) (...) based on net individual contribution to the economic output, which is structured as a negative tax function geared to profits derived from eligible productive activities in consideration of their estimated deflationary impact. We show that an adequately optimised VANT can be non-inflationary and have zero net cost to the public. Furthermore, economic output stands to improve due to direct incentivisation of value creation, making the proposed scheme not only politically feasible but economically desirable. The proposal advances the principle of ‘fair money’, where all forms of economic value are attributed to their rightful owners prior to any positive taxation. (shrink)

The aim of this paper is to examine whether it is morally wrong to ban only male citizens from leaving a country in wartime, and if it is, why it is the case. Following Russia’s invasion of Ukraine, President Volodymyr Zelensky declared martial law and ordered general mobilization, at the same time prohibiting male citizens aged 18 to 60 from crossing the border. The justifiability of the ban is in dispute, and opponents have made a case in both legal and (...) moral dimensions. In the moral dimension, there are arguments based on consequentialism, individual freedom, and fairness or non-discrimination. In this paper, I focus on the third argument and argue that the ban unfairly and morally wrongfully discriminates against male Ukraine citizens on the basis of their gender. First, I define discrimination and apply it to our case. Second, moving from the descriptive definition of discrimination to its moral wrongness, I argue that the male-only ban is unfair and morally unjustified. Third, I argue that the ban can also be deemed morally wrong from one of the prominent views in the field of the ethics of discrimination, namely the deliberative freedom view. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Scrutinizing the Art of TheaterAaron Meskin (bio)IntroductionIn his 1992 address to the American Society for Aesthetics, Peter Kivy suggested that philosophers of art might do best by giving up on “grand theorizing” (that is, pursuing the definition of art).1 In its place he proposed that they pursue the “careful and imaginative philosophical scrutiny of the individual arts and their individual problems.”2 Of course John Passmore and others (...) had said similar things at earlier points,3 but philosophical aesthetics has, it seems to me, finally and robustly taken the turn toward the philosophies of the arts. Much of the best work in philosophical aesthetics over the last fifteen years or so has pursued the route Kivy suggested. James Hamilton’s The Art of Theater is part of this turn—it is careful and imaginative scrutiny of the art of theater done at the very highest level, and I am delighted to have this opportunity to comment on it.4In what follows I shall address a number of issues raised by Hamilton’s work: the definition of theatrical enactment; the place of pretending and imagining in theatrical performance; the nature of Hamilton’s “ingredients model” and its relation to more traditional accounts of the work/performance relation; the account of theatrical style on offer; and the question of what we have learned from experimental theater.But before I move on to address those aspects of the book’s content in detail, let me say something about the pedagogical significance of this work. Although there are a number of legitimate ways to teach introductory courses on aesthetics and the philosophy of art (for example, by following a historical progression or by structuring it around certain key issues), one increasingly attractive option is to teach a course that focuses on those aforementioned individual arts and their individual problems. So, for example, I used to regularly teach graduate seminars in aesthetics to students enrolled [End Page 51] in a fine arts doctoral program. These students studied music, art education, the visual arts, theater, and dance; the seminars were designed to provide them with a broad foundation in philosophical aesthetics. Since they typically had no background in philosophy, I made the effort to assign readings and topics relevant to their own artistic practices and interests. Providing them with contemporary cutting-edge philosophical material on music and the visual arts was not hard. Kivy’s work, as well as that by Jerrold Levinson, Arthur Danto, Richard Wollheim, and others, makes that fairly easy. And intriguingly—since philosophers are commonly said to have ignored the art of dance—there’s even a decent amount of recent philosophical work on that art form by such authors as Graham McFee, Frances Sparshott, and Noël Carroll and Sally Banes.5 But where to turn to for the theater students? I would often read some of Aristotle’s Poetics with them, but I have to admit that the serious students of the theater that I encountered in those seminars typically knew that text much better than I did. (Still, I hope I challenged their breezy assumptions about catharsis!) We would read Hume on tragedy together—fun, but not really so much about the theater—and sometimes a bit of Nietzsche. But there was never much to give them from contemporary philosophers on the subject—a few articles here and there, of course, but nothing that clearly laid out the big and distinctive issues that the art form of theater raises. Nothing, to put the point a bit differently, that would provide any evidence that there really was a lively and extant philosophy of theater out there, as there are lively and extant philosophies of film, music, literature, and photography. In short, for those attracted to the prospect of teaching aesthetics as the philosophies of arts, the dearth of good work on theater by contemporary philosophers has been a significant source of frustration and even a bit of an embarrassment.The book in question is not the only recent philosophical work on theater. There are fine articles on the topic by David Osipovich, David Saltz, and Paul Woodruff, among others. Hamilton himself has a string of... (shrink)

Honors Research: PPE @ UPenn | This thesis seeks to address some of the most central questions to the fields of political philosophy and political economy. How can social order and government develop from anarchy under standard economic assumptions of rationality, where all agents act strictly in their own interests? What are the deontological limits to the State’s use of force such that political legitimacy is maintained, and how do these ethical boundaries of government relate to moral obligations conferred upon (...) individuals? Finally, what sets of policies and social institutions ought the State implement to achieve the best welfare outcomes for a society, and is there a necessary conflict between policy consequentialism and deontological ethics? This thesis will first show that a laissez-faire capitalist social order spontaneously emerges from the State of Nature as a result of mutual self-interest between rational agents, with the institution of government being a mere product of market forces that is best modeled as a locally-monopolized, excludable, collective entity with global competition. Then, this thesis will defend a theory of natural rights on the basis that persons are normatively separate, before establishing that laissez-faire capitalism and its contractual form of government are uniquely in compliance with these universal moral standards of conduct that predate the institution of any state. Finally, it will be argued in this thesis that the key tenets of laissez-faire capitalism - strong individual rights to life, liberty, and property - produce maximal human welfare from both individualist and collectivist aggregations, before such conclusions are translated into a foundation for limited government. These arguments serve to solidify libertarianism as both the dominant political philosophy and the globally convergent equilibrium of political organization, while also demonstrating that laissez-faire capitalism is the optimal form of social order. (shrink)

Based on the case of Caster Semenya, I argue in this paper that the practice of Gender Verification Testing (GVT) in professional sports is unethical and pointless. The presumed benefit of GVT—ensuring fair competition for female athletes—is virtually nonexistent compared to its potential harms, in particular the exposure of individual athletes to a largely interphobic public. GVTs constitute a serious incursion on the athlete’s dignity, autonomy, and privacy; an incursion that cannot be justified by the appeal to fairness. (...) My argument will proceed in four steps. In sections 1-5, I provide background information on the definition of intersexuality, the history and methods of Gender Verification Testing, and the performance gap between men and women in professional athletics. In sections 6 and 7, I develop my main argument against GVT. In section 8, I offer a supplementary argument against GVT from the history of “gender engineering” in professional sports in the 1970s and 1980s. In section 9, I briefly consider the suggestion that the presence of intersex athletes in professional sports would force us to abandon gender segregation. (shrink)

The Human Genome Project is regarded by many as one of the major scientific achievements in recent science history, a large-scale endeavour that is changing the way in which biomedical research is done and expected, moreover, to yield considerable benefit for society. Thus, since the completion of the human genome sequencing effort, a debate has emerged over the question whether this effort merits to be awarded a Nobel Prize and if so, who should be the one to receive it, as (...) no more than three individuals can be selected. In this article, the HGP is taken as a case study to consider the ethical question to what extent it is still possible, in an era of big science, of large-scale consortia and global team work, to acknowledge and reward individual contributions to important breakthroughs in biomedical fields. Is it still viable to single out individuals for their decisive contributions in order to reward them in a fair and convincing way? Whereas the concept of the Nobel prize as such seems to reflect an archetypical view of scientists as solitary researchers who, at a certain point in their careers, make their one decisive discovery, this vision has proven to be problematic from the very outset. Already during the first decade of the Nobel era, Ivan Pavlov was denied the Prize several times before finally receiving it, on the basis of the argument that he had been active as a research manager rather than as a researcher himself. The question then is whether, in the case of the HGP, a research effort that involved the contributions of hundreds or even thousands of researchers worldwide, it is still possible to “individualise” the Prize? The “HGP Nobel Prize problem” is regarded as an exemplary issue in current research ethics, highlighting a number of quandaries and trends involved in contemporary life science research practices more broadly. (shrink)

All research is immersed in the competition for knowledge, but this is not always governed by fairness. In this opinion article, I elaborate on indicators of unfairness to be found in both evaluation guides and evaluation panels, and I spontaneously offer a number of rules of thumb meant to keep it at bay. Although they are explicitly offered to the Portuguese Foundation for Science and Technology (FCT) and in particular to the evaluation panel for Philosophy, Ethics and Religion of (...) FCT's fifth edition of their Individual Call to Scientific Employment Stimulus, here used as concrete illustrations of unfairness, my rules of thumb are guaranteed to promote fairness in the competition for knowledge in general. (shrink)

On 4 December 2006, during discussions on the Corporate Manslaughter and Corporate Homicide Bill, Andrew Dismore, Member of Parliament and then Chair of the Joint Committee on Human Rights, said, ‘Organisations can kill people … but it is the actions and omissions of people in organisations that cumulatively cause death’. However, the corporate entity is a vehicle for the communal actions of those who guide the business activities. Attempting to seek out persons or people that are solely responsible for deaths (...) and violations of human rights caused by companies is fruitless. The entity is a vehicle for those actions, it possesses its own, often deep, pockets of finance and resources, and it has a public image. It is more useful to punish the corporate entity, in instances where the corporate behaviour has led to death and human rights abuses, as it is in seeking out individual defendants. Soft law options have not brought about a sufficient reduction in instances of deaths caused by corporate behaviour across jurisdictional borders. This article will argue that the time has now come to establish an international hard law on corporate killing, and for states to ensure that there is a viable path towards a redress for victims and their families along with adopting a duty to assist the victim or their family to pursue redress to ensure a fair balance of power against transnational companies. (shrink)

This paper examines John Rawls' renowned theory of justice, which outlines two principles of justice and their respective significance. It explores how Rawls' notion of equality aligns with the philosophical concept of equity, emphasizing that his call for citizen equality inherently incorporates fairness. Additionally, the paper discusses the application of Rawls' "Difference Principle" to India's reservation policy. Rawls' principles, which aim to support the worst-off in society, are reflected in India's system of reservations for marginalized groups, including backward classes (...) and differently-abled individuals, to promote equitable opportunities. However, the paper cautions that excessive reservations could limit opportunities for more privileged groups. Ultimately, it is argued that Rawls' concept of social justice has contributed to the promotion of social justice in India. (shrink)

How do individuals and communities respond to negative aesthetic experience? Historically, philosophical aesthetics has devoted much thought to positive aesthetic experience, including the beautiful, agreeable, charming, and tasteful. But this is only a partial picture. Some aesthetic experience displeases: the ugly, disgusting, and horrific are but a few examples with which aestheticians have grappled in recent decades. The aversive and visceral nature of disgust has generated particular interest. But as Carolyn Korsmeyer points out in _Savoring Disgust: The Foul & the (...) Fair in Aesthetics_, there is also a paradoxical attraction to that which arouses disgust. Following Kant and Korsmeyer from the Western philosophical tradition, I claim that the aversive-attractive response is integral to disgust’s power to motivate aesthetic engagement. On the one hand, people might feel its force and refuse to engage with that which disgusts. On the other hand, unshakeable interest may spur active responses including the exchange of judgments of taste; protests of a given artist, work, or exhibition; or even violent actions intended to damage or destroy a particular work. While the negative dimension of disgust response is often regarded as a liability from an aesthetic standpoint, disgust also has a corresponding productive dimension that has important implications for communities. In this chapter, I coin the term “generative disgust” in order to explain the productive capacity of disgust to inspire communal, often subcultural, activity. On my view, generative disgust has two orientations – destructive and constructive. Both forms activate the community in question based upon the valence of the group’s comportment towards a particular work of art. As such, destructive generative disgust galvanizes the community and spurs increased activity based upon negative response to art, whereas constructive generative disgust galvanizes the community and spurs increased activity based upon positive response to art. I explore two examples that reveal the dual character of generative disgust in communities: Andres Serrano’s _Immersion (Piss Christ)_ (destructive deployment) and Bryan Fuller’s _Hannibal_ (constructive deployment). In the case of _Piss Christ_, the intensity of generative disgust spurred some Christians to police moral-religious boundaries and restrict aesthetic expression in order to protect a community. Their activity culminated in vandalism and destruction of Serrano’s photograph. In the case of Hannibal, the intensity of generative disgust, combined with hedonic ambivalence inspired the “Fannibals” (the Hannibal fandom) to forge community, make art, and to try to find the show a new home when it was not renewed by NBC. Both instances manifest how generative disgust can incite aesthetic engagement and increase organized activity on the part of subcultural groups. (shrink)

I argue that culpable ignorance can be irreducibly collective. In some cases, it is not fair to expect any individual to have avoided her ignorance of some fact, but it is fair to expect the agents together to have avoided their ignorance of that fact. Hence, no agent is individually culpable for her ignorance, but they are culpable for their ignorance together. This provides us with good reason to think that any group that is culpably ignorant in this irreducibly (...) collective sense is non-distributively collectively responsible for subsequent unwitting acts and consequences. (shrink)

It is fair to say that in contemporary society there is a growing demand amongst consumers for instant gratification and for products and services that can be accessed 24-hours a day. This appears to be the case across numerous sectors of society including (but not limited to) business, education, retail, tourism, health, and recreation. Some examples that come to mind are the: (i) investor looking for a quick-win return on their outlay, (ii) patient demanding a same-day diagnosis and medicine for (...) their latest ailment, (iii) fast-food restaurant goer, (iv) all-inclusive package holiday-maker that can have food, drink, and entertainment any time of day and without having to leave the confines of their hotel, (v) student or professional undertaking an accelerated program of studies or training in order to be awarded the qualification/certificate in the shortest time possible, and (vi) individual using an online dating agency in order to be instantly matched with the “perfect partner”. In addition to the sectors and examples mentioned above, this trend towards wanting immediate reward also appears to be occurring in the spirituality and religion marketplace. For example, one only has to conduct a search on the internet or look at the spiritualty section of a bookshop and it is easy to be overwhelmed by the number of individuals purporting to be spiritual teachers and promising a quick-fix for alleviating suffering. In this post, we examine the benefits and risks of the ‘I want it all, I want it now’ mentality as they relate to the spiritual (and high-street) consumer, and discuss whether it is possible to embody the essence of the Buddha’s teachings whilst living in a “fast-food” society. (shrink)

Most advanced industrial societies are ‘work-centered,’ according high value and prestige to work. Indeed, belief in an interpersonal moral duty to work is encoded in both popular attitudes toward work and in policies such as ‘workfare’. Here I argue that despite the intuitive appeal of reciprocity or fair play as the moral basis for a duty to work, the vast majority of individuals in advanced industrialized societies have no such duty to work. For current economic conditions, labor markets, and government (...) policies entail that the conditions for a reciprocity-based argument to apply to most workers are not usually met. More specifically, many workers fail to provide valuable goods through working or their working does not result in net social benefit. Concurrently, many workers do not receive adequate benefits from working in that they neither have their basic needs met or do not even enjoy an improvement in welfare thanks to working. Hence, workers neither provide nor receive the benefits needed for a reciprocity-based duty to work to apply to them. Furthermore, these conditions are conditions over which workers themselves have very little control. Most workers therefore could not fulfill their ostensible duty to work even if they made conscientious efforts to do so. In most cases, a person who fails to work morally wrongs no one, and in the case of any particular individual or worker, the defeasible presumption ought to be that she has no duty to work. (shrink)

Can agents be duty-bound towards ends that are infeasible? Some scholars have endorsed a “feasibility constraint” on justice and answered that we cannot be duty-bound to bring about the infeasible. In this paper, I question whether the feasibility constraint on justice should still be endorsed and whether we are duty-bound to pursue some aims regardless of this constraint. I ask: Can an ethical agent be duty-bound to work towards bringing about a state of affairs that is desirable but infeasible? I (...) consider the climate crisis: climate justice may require us to work towards ends that may be infeasible, such as maintaining global climate warming below 1.5°C or mitigating climate change in a way that treats all people affected fairly. I argue that we may be duty-bound or obliged to work towards some desirable goals when faced with the infeasible and conclude that we should reject feasibility constraints on climate justice. (shrink)

Obligations to reduce one’s green house gas emissions appear to be difficult to justify prior to large-scale collective action because an individual’s emissions have virtually no impact on the environmental problem. However, I show that individuals’ emissions choices raise the question of whether or not they can be justified as fair use of what remains of a safe global emissions budget. This is true both before and after major mitigation efforts are in place. Nevertheless, it remains difficult to establish (...) an obligation to reduce personal emissions because it appears unlikely that governments will in fact maintain safe emissions budgets. The result, I claim, is that under current conditions we lack outcome, fairness, promotional, virtue or duty based grounds for seeing personal emissions reductions as morally obligatory. (shrink)