Philosophy & Public Affairs, Volume 50, Issue 2, Page 239-266, Spring 2022.

The “impossibility results” in algorithmic fairness suggest that a predictive model cannot fully meet two common fairness criteria – sufficiency and separation – except under extraordinary circumstances. These findings have sparked a discussion on fairness in algorithms, prompting debates over whether predictive models can avoid unfair discrimination based on protected attributes, such as ethnicity or gender. As shown by Otto Sahlgren, however, the discussion of the impossibility results would gain from importing some of the tools developed in the philosophical literature (...) on feasibility. Utilizing these tools, Sahlgren sketches a cautiously optimistic view of how algorithmic fairness can be made feasible in restricted local decision-making. While we think it is a welcome move to inject the literature on feasibility into the debate on algorithmic fairness, Sahlgren says very little about what are the general gains of bringing in feasibility considerations in theorizing algorithmic fairness. How, more precisely, does it help us make assessments about fairness in algorithmic decision-making? This is what is addressed in this Reply. More specifically, our two-fold argument is that feasibility plays an important but limited role for algorithmic fairness. We end by offering a sketch of a framework, which may be useful for theorizing feasibility in algorithmic fairness. (shrink)

Este trabajo aborda el nuevo paradigma de la Open Science o ciencia en abierto desde la perspectiva europea, pero destacando su necesario alcance global. Se analiza el concepto, origen y evolución de la Open Science y se discuten sus retos y la demora de su completa implementación. Se parte de la hipótesis de que la Open Science debería de ser el paradigma de comunicación científico por defecto en el siglo XXI. En primer lugar, se revisa el concepto y alcance de (...) Open Science frente a Open Access y en su interacción con Open Knowledge, así como la necesidad de mantener la denominación como «marca». En segundo lugar, se recogen los requisitos, reflexiones y parámetros para hacer de la ciencia un bien común y se describen los retos de la Open Science en Europa, que se han convertido en los principales pilares y/o elementos constitutivos de la ciencia en abierto. Se reflexiona sobre su puesta en práctica, detallando dos aproximaciones: 1) la creación de políticas y estrategias formales a nivel Estados miembros, y 2) la implementación bottom-up a través de Compromisos Prácticos de Implementación. Asimismo, se destacan los problemas reales que alejan a los agentes implicados de protagonizar el cambio sistémico hacia la Open Science. Finalmente se reflexiona sobre el efecto de la COVID-19 que ha corroborado la necesidad urgente de la ciencia en abierto. Este artículo recoge, a modo de ensayo, la experiencia y el trabajo realizado en los últimos cuatro años en la European Open Science Policy Platform, donde la autora ha presidido el segundo mandato desde 2018 a 2020. La autora expone algunas de sus principales teorías en torno a la Open Science y defiende su tesis de los compromisos prácticos de implementación y la confluencia de aproximaciones de prácticas de los agentes implicados y políticas de ciencia abierta, así como su categórica aproximación a la Open Science como marca, actitud y derecho. (shrink)

Antimicrobial resistance (AMR) describes the evolution of treatment‐resistant pathogens, with potentially catastrophic consequences for human medicine. AMR is driven by the over‐prescription of antibiotics, and could be reduced through consideration of the ethical dimensions of the dilemma faced by doctors. This dilemma involves balancing apparently opposed interests of current and future patients, and unique contextual factors in different countries, which may modify the core dilemma. We describe three example countries with different economic backgrounds and cultures—South Africa, Sri Lanka and the (...) United Kingdom. Then we discuss how country‐specific factors impact on the prominence of various ethical dimensions of the dilemma (visibility and moral equality of future generations; Rule of Rescue; prescribing autonomy and conflicts of interest; consensus on collective action). We conclude that a nuanced understanding of national prescribing dilemmas is critical to inform the design of effective stewardship approaches. (shrink)

The essays of this volume consider how acknowledgement of the fact of dependency changes our conceptions of law, political theory, and morality, as well as our very conceptions of self.

This is an English translation of Plato presenting a new conception of the Theory of Forms. Socrates and others discuss the epistemological and metaphysical puzzles of the Parmenides, with aims to define the meaning of the Sophist. The glossary of key terms is a unique addition to Platonic literature by which concepts central to each dialogue are discussed and cross-referenced as to their occurrences throughout the work. In such a way students are encouraged to see beyond the words into concepts. (...) Focus Philosophical Library translations are close to and are non-interpretative of the original text, with the notes and a glossary intending to provide the reader with some sense of the terms and the concepts as they were understood by Plato’s immediate audience. (shrink)

Ableist microaggressions are common experiences in the daily lives of people with disabilities. Research in this area enables us to deepen our understanding of ableism as a system of oppression towards those whose embodied differences do not follow corporeal standards and productivity demands. Previous inquiries into these phenomena have categorized the most frequently experienced microaggressions: “minimization” being the most common. This article shows the results obtained in the Survey on Ableist Microaggressions involving the minimization of specific needs, disability, or the (...) severity of discrimination. It confirms minimization as the most reported microaggression and suggests that the frequency with which they are experienced entails variables such as having more than one disability, the visibility of the disability, and the degree of disability. (shrink)

The present study aims to extend research on the role of values for the perceived legitimacy of legal authorities by focusing on (1) supranational legal authorities and (2) a broad range of values. We examine how (alignment between) people’s personal values and their perception of the values of the European Union (EU) are related to perceived legitimacy of the Court of Justice of the EU (CJEU) and the EU more broadly. Inspired by moral foundations theory, we distinguish between individualizing (i.e., (...) “democracy”, “liberty”, and “fairness”) and binding values (i.e., “rule of law”, “respect for national authority”, and “respect for tradition”). An online survey was conducted in six EU member states (N = 1,136). A factor analysis confirmed a two-factor model (individualizing vs. binding values) for both personal values and perceived EU values. Four regression models were run for each of the value factors, including personal values, perceived EU values, and their interaction, on each of the outcomes (i.e., perceived CJEU and EU legitimacy). Perceived endorsement by the EU of both individualizing and binding values predicted higher legitimacy perceptions of the CJEU and EU. Furthermore, personal binding values had a negative effect on perceived EU legitimacy when participants perceived the EU to weakly support binding values, but a positive effect when the EU was perceived to strongly support binding values. The results suggest that value alignment plays an important role in perceived legitimacy of the CJEU and EU, and that better representing binding values might be a strategy to improve perceived EU legitimacy. (shrink)

In this thesis, I attempt to reconcile two alternative approaches to justice: distributive and relational egalitarianism. When examining the two accounts, I claim that relational egalitarianism has distributive egalitarian implications. This implies an extensional overlap between the two accounts, namely a correspondence between the normative outcomes of relational and distributive egalitarianism. This work is addressed primarily to relational egalitarian scholars, as well as others who are convinced by the value of relational equality as a worthy moral and political ideal. My (...) aim is to prove that their goal implies embracing equality of distribution beyond relational equality. When making the case that relational egalitarians should take equality seriously, I claim that they should refrain from embracing distributive principles other than – or incompatible with – principles of distributive equality. This statement entails both a negative and a positive thesis. On the negative side, we should be critical toward the prominent tendency within the relational egalitarian debate, as influenced by the work of Elizabeth Anderson, to reject claims of distributive egalitarian justice in favour of sufficientarian claims of distribution. On the positive side, distributive equality is required by the logic of relational egalitarianism, although its normative significance exists independently of it. While presenting my statements, I provide support for the externalist understanding of relational equality as most recently advanced by Kasper Lippert-Rasmussen, through which the egalitarian character of someone’s relation depends on features external to their relation, such as on the distribution of the relevant currency among them. Whether or not individuals relate to one another as equals – I maintain – depends not merely on the internal feature of their relation, that is, on how they perceive or regard one another, but also, significantly, on how goods such as resources, welfare or opportunities are distributed among them. On my account, individuals are only equals when they recognize each other as equal in status and grant one another an equal share of the justice-relevant good. In defending my thesis, I critically engage with the literature on both distributive egalitarianism and relational egalitarianism. In particular, in the first part, I reconstruct the egalitarian debate and its approach to equality as either a relational or a distributive ideal. In the second part, I question such either/or relation by arguing that relational equality implies distributive equality, because arbitrary distributive inequality violates the deliberative constraint of relating as equals. I strengthen this claim by looking at the particular instantiation of distributive inequality in the field of education, and unveil its theoretical implications while supporting the project of reconciling distributive egalitarian and relational egalitarian approaches to justice. In my view, relational and distributive egalitarianism are compatible theories within one and the same egalitarian framework. Their normative outcomes are – at least in part – equivalent. (shrink)

Current debates about reasons and reasoning often draw comparisons between epistemic and practical reasons and reasoning and presuppose substantial unity between the practical and epistemic domains. This stance seems to conflict with a stark Humean contrast between the two domains: With respect to practical reasons and reasoning, Hume highlights the role of impressions, especially the passions, in motivating and rationalizing action, while apparently downplaying the potential relevance of beliefs, reason, or reasons. With respect to epistemic reasons and theoretical reasoning, he (...) urges us to proportion our belief to the evidence (EHU 10.4), which suggests a significant epistemic role for evidential reasons. My contribution ar-gues that there is nonetheless a convincing and interesting unified Humean account of reasons and reasoning across both domains. To present my case, I first narrow down the unity claim that I am interested in. I then closely engage with Hume’s claims in epistemology, the philos-ophy of action, and metaethics to develop the unified Humean account. (shrink)

Artificial intelligent (AI) systems used in medicine are often very reliable and accurate, but at the price of their being increasingly opaque. This raises the question whether a system’s opacity undermines the ability of medical doctors to acquire knowledge on the basis of its outputs. We investigate this question by focusing on a case in which a patient’s risk of recurring breast cancer is predicted by an opaque AI system. We argue that, given the system’s opacity, as well as the (...) possibility of malfunctioning AI systems, practitioners’ inability to check the correctness of their outputs, and the high stakes of such cases, the knowledge of medical practitioners is indeed undermined. They are lucky to form true beliefs based on the AI systems’ outputs, and knowledge is incompatible with luck. We supplement this claim with a specific version of the safety condition on knowledge, Safety*. We argue that, relative to the perspective of the medical doctor in our example case, his relevant beliefs could easily be false, and this despite his evidence that the AI system functions reliably. Assuming that Safety* is necessary for knowledge, the practitioner therefore doesn’t know. We address three objections to our proposal before turning to practical suggestions for improving the epistemic situation of medical doctors. (shrink)

In this book, Eva Brann sets out no less a task than to assess the meaning of imagination in its multifarious expressions throughout western history. The result is one of those rare achievements that will make The World of the Imagination a standard reference.

The article discusses two historical events taken from texts from the Holy Scripture – the Old and the New Testaments, and a spiritual view on human soul, as found in the Holy tradition of the Orthodox church: they support the thesis that, according to the method of allegorical interpretation, the three evidences point to three inner stages through which human soul passes in its transition to a holistic spiritual development: from the act of the Holy Baptism to the entry into (...) the Kingdom of God. (shrink)

Today, friendship, love and sexuality are mostly viewed as private, personal and informal relations. In the mediaeval and early modern period, just like in ancient times, this was different. The classical philosophy of friendship included both friendship and love in the concept of philia. It was also linked to an argument about the virtues needed to become an excellent member of the city state. Thus, close relations were not only thought to be a matter of pleasant gatherings in privacy, but (...) just as much a matter of ethics and politics.What, then, happened to the classical ideas of close relations when they were transmitted to philosophers, clerical and monastic thinkers, state officials or other people in the medieval and early modern period? To what extent did friendship transcend the distinctions between private and public that then existed? How were close relations shaped in practice? Did dialogues with close friends help to contribute to the process of subject-formation in the Renaissance and Enlightenment? To what degree did institutions of power or individual thinkers find it necessary to caution against friendship or love and sexuality? (shrink)

This article brings recent insights from political animal philosophy and critical animal studies concerning animal subjectivity and multispecies communities into conversation with Daoist philosophy. Daoism is currently underexplored in animal philosophy and multispecies justice theory. This is unfortunate since Daoist ontology and Daoist concepts such as wanwu (萬物) and wuwei (無為) include recognition of nonhuman agency and multispecies entanglements. They offer a fruitful starting point for rethinking the position of the human in the whole of things as well as relations (...) between human and nonhuman animals. (shrink)

Das folgende Essay erläutert, warum der Tod Gottes sowohl in einem konsequent theistischen System als auch bei atheistischen Denkern unausweichlich ist. Zur Beantwortung der Frage, wie Gott gestorben ist, werden hauptsächlich Autoren wie Friedrich W. Schelling , Friedrich Nietzsche und Peter Sloterdijk herangezogen. Da die Rede vom Tod Gottes den Verdacht erweckt, metaphorisch zu sein, werden wir mit Apoptose und Nekrose auch zwei unterschiedliche Metaphern anwenden, um den vorliegenden Sachverhalt zu beschreiben . Das letzte Kapitel fragt dann nach den Konsequenzen (...) von Gottes Tod für die heutige Ethik.The following essay describes the death of god as unavoidable in a consequent theistic as well as in an atheistic system. To answer the question: how god died, philosophers like Friedrich W. Schelling , Friedrich Nietzsche und Peter Sloterdijk were taken into consideration. For the matter of god’s death is suggestive of being metaphorical, we use two different metaphors to discuss the issue – apoptosis and necrosis . Finally the last chapter asks for the consequences of god’s death concerning nowadays ethics. (shrink)

The sympathetic and negative emotions triggered in and by aesthetic experiences are among the enduring explanatory needs of reception aesthetics. Kant may have found a plausible formula for the intellectual pleasure of artworks in the free play of the powers of imagination. But it might be too intellectualistic to explain the aesthetic experience of music or immersive films. In English-language aesthetics, it has been discussed for decades as the paradox of fiction, why we are scared, for instance, in horror movies (...) at all, even though we know that there is no real danger. The lecture seeks answers to these questions in the intentionality of the mind and the imagination. (shrink)

This volume addresses whether, how, and where laws (variously defined) teach values and shape moral character in late modern liberal societies. Each author recognizes the essential value of state law in fostering peace, security, health, education, charity, trade, democracy, constitutionalism, justice, and human rights, among many other moral goods. Each author also recognizes, however, the grave betrayals of law in supporting fascism, slavery, apartheid, genocide, persecution, violence, racism, and other forms of immorality and injustice. They thus call for state laws (...) that set a basic civil morality of duty for society and for robust freedoms that protect private individuals and private groups to cultivate a higher morality of aspiration"--Back cover. (shrink)

We study a controversial application of algorithmic profiling in the public sector, the Austrian AMAS system. AMAS was supposed to help caseworkers at the Public Employment Service (PES) Austria to allocate support measures to job seekers based on their predicted chance of (re-)integration into the labor market. Shortly after its release, AMAS was criticized for its apparent unequal treatment of job seekers based on gender and citizenship. We systematically investigate the AMAS model using a novel real-world dataset of young job (...) seekers from Vienna, which allows us to provide the first empirical evaluation of the AMAS model with a focus on fairness measures. We further apply bias mitigation strategies to study their effectiveness in our real-world setting. Our findings indicate that the prediction performance of the AMAS model is insufficient for use in practice, as more than 30% of job seekers would be misclassified in our use case. Further, our results confirm that the original model is biased with respect to gender as it tends to (incorrectly) assign women to the group with high chances of re-employment, which is not prioritized in the PES’ allocation of support measures. However, most bias mitigation strategies were able to improve fairness without compromising performance and thus may form an important building block in revising profiling schemes in the present context. (shrink)

Background: Family presence during invasive procedures and cardiopulmonary resuscitation (FPDR) is a highly controversial issue, with divergence of opinion among health professionals, with clinical evidence in favor, and with barriers to its implementation in comprehensive patient care. Many international organizations support health policies for its implementation, but it is not a widespread practice. Little research has been conducted on this subject from the perspective of patients and families. Objective: To learn opinions, perceptions, and desires of family members and patients in (...) terms of family presence during invasive procedures and cardiopulmonary resuscitation. Method: Qualitative descriptive study, using semi-structured interviews with relatives and patients regarding their experiences and perceptions about FPDR (n = 18) from 8 October 2017 to 8 March 2018. The interviews were recorded and transcribed verbatim for later analysis using the method of content analysis. Ethical considerations: This study has the approval of the Clinical Research Ethics Committee of the Fundació Unió Catalana d’Hospitals and ethical considerations were carefully regarded throughout the study. Results: Three significant categories were identified: knowledge, respect for rights, and accompaniment of the patient, relating FPDR to courage, emotional support, and trust in professionals. Conclusion: FPDR is an unusual practice; it is not offered to patients or their families, and it is not considered a patient’s right, although most of the interviewees support it. The desire for accompaniment is conditioned by the courage and knowledge of the accompanying persons, as well as the degree of invasiveness of the procedures. The results of this study provide information for a change of vision in patient-centered care. (shrink)

In this article, we analyse the global consensus on the UN’s partnership approach to businesses through an agonistic lens. In doing so, we seek to understand the positioning of states, particularly those in the Global South, towards the partnership approach. We draw on Mouffe’s conceptualisation of ‘the political’, in which the appearance of consensus is always an expression of hegemony accompanied by exclusion and dissensus. First, we show that the partnership approach was initially promoted by the Global North, in particular (...) European states together with UN leadership, against fears and criticism raised by Global South states. Second, we show that Global South states have not fundamentally challenged the idea of engaging in partnerships with businesses, but they have questioned how these partnerships should be designed to shape a more equally beneficial global economy. With this article, we contribute to the literature on the UN and business ethics by identifying how the evolution of the consensus on business partnerships has been a hegemonic arrangement since the 2000s. Furthermore, we illustrate the role that states have had in forming this consensus. We also contribute to business ethics studies engaging with dissensus by problematising the potential of ‘agonistic deliberation’ at the UN level in supporting the interests of the Global South. (shrink)

The attitude of believing or "holding true" fulfils a twofold role in Davidson's theory of meaning: it provides the basic evidence for a theory of radical interpretation and it also constitutes the key notion in terms of which the linguistic act of assertion is to be characterized. It is however doubtful whether the notion of "holding true" can fulfil either of these two roles without presupposing an implicit grasp of the public significance of the practice of making assertions. The lack (...) of specific conventions governing assertoric force and linking assertion to what is believed true is no ground for supposing that a theory of meaning can dispense with an account of the act of assertion: on the contrary, such an account is indispensable if we are to understand the bearing of the notion of truth on that of linguisticmeaning. (shrink)