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)

A key feature of facial behavior is its dynamic quality. However, most previous research has been limited to the use of static images of prototypical expressive patterns. This article explores the role of facial dynamics in the perception of emotions, reviewing relevant empirical evidence demonstrating that dynamic information improves coherence in the identification of affect (particularly for degraded and subtle stimuli), leads to higher emotion judgments (i.e., intensity and arousal), and helps to differentiate between genuine and fake expressions. The findings (...) underline that using static expressions not only poses problems of ecological validity, but also limits our understanding of what facial activity does. Implications for future research on facial activity, particularly for social neuroscience and affective computing, are discussed. (shrink)

A growing number of medical professionals claim a right of conscience, a right to refuse to perform any professional duty they deem immoral—and to do so with impunity. We argue that professionals do not have the unqualified right of conscience. At most they have a highly qualified right. We focus on the claims of pharmacists, since they are the professionals most commonly claiming this right.

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)

The glaring lack of formal and informal caregivers in Germany has not only become apparent in hospitals and nursing homes but also in home care arrangements. One tension is particularly pertinent in such arrangements: a ‘family-oriented’ logic of the long-term care insurance and the individual wishes of those in need of care meet the actual possibilities of family carers. This care gap has been compensated for by 24-hour care workers, so-called ‘live-ins’, from Eastern Europe for some years. This contribution maps (...) the ‘live-ins’ situation comprehensively from an ethical perspective. Based on different constellations regarding the ‘live-ins’ status as a professional nurse or non-professional caregiver, which ethical principles and moral norms are affected by whom and potentially conflict with each other in such home care arrangements at a micro and meso level of care are outlined. Special attention is paid to the tension between self-care and care for others, and to questions of the shared responsibility in and social responsibility of those external services that are involved in home care in addition to the ‘live-in’. In order to uncover, understand and influence the current ethical problems, an ethical framework that considers both the divergent interests of all individuals involved in the home care arrangement and their mutual dependency and vulnerability is needed. (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)

I present an explanatory argument for the reasons-first view: It is superior to knowledge-first views in particular in that it can both explain the specific epistemic role of perception and account for the shape and extent of epistemic justification.

This paper maintains that objectivism about practical reasons should be combined with pluralism both about the nature of practical reasons and about action explanations. We argue for an ‘expanding circle of practical reasons’, starting out from an open-minded monist objectivism. On this view, practical reasons are not limited to actual facts, but consist in states of affairs, possible facts that may or may not obtain. Going beyond such ‘that-ish’ reasons, we argue that goals are also bona fide practical reasons. This (...) makes for a genuine pluralism about practical reasons. Furthermore, the facts or states of affairs that function as practical reasons are not exclusively natural or descriptive, but include normative facts. That normative facts can be reasons justifies a pluralism about reason explanations, one which allows for what we call enkratic explanations in addition to teleological ones. (shrink)

This article offers a narrative analysis of the contributing factors of moral distress (MD) and moral injury (MI) among mental health clinicians working amidst humanitarian crises. It discusses the impact of moral stress on therapeutic relationships in mental health trauma. The article originated from the author's experience developing a peer-to-peer support program at a nongovernmental organization (NGO) and conducting peer-to-peer support for mental health clinicians and healthcare providers in Ukraine and Turkey. A significant amount of literature has documented the detrimental (...) effects of MD and MI on mental health, job sustainability, and resilience of healthcare providers and first responders. The negative effects of MD and MI are particularly relevant in trauma counseling, where clinicians must draw upon the use of self to develop therapeutic relationships with their clients. This process demands a high level of moral reasoning and self-awareness, which can be severely tested under the morally challenging conditions of a humanitarian crisis. There is an imperative need to deepen our understanding and to swiftly address the factors that precipitate MD and MI in mental health clinicians working in crisis zones. By doing so, we aim to bolster their resilience and the enduring nature of their commitment to help and save others. This, in turn, will not only contribute to saving more lives but also enable those who are affected by trauma to flourish in the aftermath of their experiences. (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)

Temporal dynamics have been increasingly recognized as an important component of facial expressions. With the need for appropriate stimuli in research and application, a range of databases of dynamic facial stimuli has been developed. The present article reviews the existing corpora and describes the key dimensions and properties of the available sets. This includes a discussion of conceptual features in terms of thematic issues in dataset construction as well as practical features which are of applied interest to stimulus usage. To (...) identify the most influential sets, we further examine their citation rates and usage frequencies in existing studies. General limitations and implications for emotion research are noted and future directions for stimulus generation are outlined. (shrink)

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)

Proč by se měl filozof vědy zajímat o počítačové simulace? Autorka ve své práci argumentuje tezi, podle níž je počítačová simulace nejen samozřejmou součástí vědeckých metod, ale navíc má potenciál rozvíjet na poli filozofie vědy zcela nové metodologické koncepty a kategorie. Na příkladu tzv. numerického experimentu, který představuje jednu z nejčastějších podob počítačových simulací ve vědě, je ukázán jejich nejasný metodologický status. Na jedné straně lze u simulací (konkrétně numerického experimentování) sledovat vlastnosti, které jsou typické pro teoretický přístup ve vědě, (...) na druhé straně však rovněž vystupují v roli velmi blízké empirické evidenci, čímž se naopak blíží experimentu. V textu autorka představuje zejména Humphreysovu interpretaci počítačové simulace jako hybridní kategorie, která vzbuzuje diskuzi nad založením zcela nové, simulace lépe postihující teorie vědy. (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)

_The Blackwell Guide to Feminist Philosophy_ is a definitive introduction to the field, consisting of 15 newly-contributed essays that apply philosophical methods and approaches to feminist concerns. Offers a key view of the project of centering women’s experience. Includes topics such as feminism and pragmatism, lesbian philosophy, feminist epistemology, and women in the history of philosophy.