Recent events have highlighted large-scale systemic racial disparities in U.S. criminal justice based on race and other demographic characteristics. Although criminological datasets are used to study and document the extent of such disparities, they often lack key information, including arrestees’ racial identification. As AI technologies are increasingly used by criminal justice agencies to make predictions about outcomes in bail, policing, and other decision-making, a growing literature suggests that the current implementation of these systems may perpetuate racial inequalities. In this paper, (...) we argue that AI technologies should be investigated to understand how they recognize racial categories and whether they can be harnessed to fill missing race data. By bridging this gap, we can work towards better understanding racial inequalities in a wide range of contexts, most notably criminal justice. Using a multidisciplinary perspective, we rethink the design and methodology used in facial processing technology (FPT) based on supervised deep learning model (DLM) image classification. By modifying standard FPT pipelines to tackle multiple sources of DLM bias, we propose an experimental methodology based on ethical AI principles to generate binary (Black and White) racial categories using mugshots. We go beyond simply reporting DLM accuracies and address fundamental issues such as generalizability and interpretability by using a “self-auditing” approach. First, we evaluate the inference performances of 42 fine-tuned DLMs using unseen test images from the same dataset but subject to varying data augmentations. Next, to interpret and validate our methodological approach, we apply gradient-based saliency maps to assess the consistency of facial region relevance and attribution. Finally, drawing upon insights from three areas (computer science, sociology, and law), we investigate the efficacy of our DLM-based method as a tool for detecting racial inequalities in criminal justice. (shrink)

Despite their centrality and importance to both science and philosophy, relatively little has been written about thought experiments. This volume brings together a series of extremely interesting studies of the history, mechanics, and applications of this important intellectual resource. A distinguished list of philosophers and scientists consider the role of thought experiments in their various disciplines, and argue that an examination of thought experimentation goes to the heart of both science and philosophy.

Attitudes toward sow husbandry differ between citizens and conventional pig farmers. Research showed that moral values could only predict the judgment of people in case of culling healthy animals in the course of a disease epidemic to a certain extent. Therefore, we hypothesized that attitudes of citizens and pig farmers cannot be predicted one-on-one by moral values. Furthermore, we were interested in getting insight in whether moral values can be useful in bridging the gap between attitudes toward sow husbandry of (...) citizens and pig farmers. Based on a questionnaire, it was found that pig farmers and citizens, when considered as one group, shared the valuation of most moral values. However, when studying the four clusters of citizens with different attitudes toward sow husbandry, determined in a previous study, a variation in valuation of the moral values between the clusters of citizens and farmers came to the fore. This means that moral values are interpreted differently by groups of people when forming attitudes toward sow husbandry. The results of our study give an indication of which moral values are weighed differently between clusters of citizens and pig farmers. This information can be useful in future research on attitudes toward animal husbandry in order to understand why attitudes differ between groups of people. Besides, our results can be useful for the pig sector and citizens to learn to understand each other’s attitudes. With this understanding it is possible to invest in a husbandry system that can build on societal support. (shrink)

To what extent can philosophical thought experiments reveal norms? Some ethicists have argued that certain thought experiments reveal that people draw a morally significant distinction between "doing" and "allowing". I examine one such thought experiment in detail and argue that the intuitions it elicits can be explained by "prospect theory", a psychological theory about the way people reason. The extent to which such alternative explanations of the results of thought experiments in philosophy are generally available is an empirical question.

In criminal trials, evidence often involves a degree of uncertainty and decision-making includes moving from the initial presumption of innocence to inference about guilt based on that evidence. The jurors’ ability to combine evidence and make accurate intuitive probabilistic judgments underpins this process. Previous research has shown that errors in probabilistic reasoning can be explained by a misalignment of the evidence presented with the intuitive causal models that people construct. This has been explored in abstract and context-free situations. However, less (...) is known about how people interpret evidence in context-rich situations such as legal cases. The present study examined participants’ intuitive probabilistic reasoning in legal contexts and assessed how people’s causal models underlie the process of belief updating in the light of new evidence. The study assessed whether participants update beliefs in line with Bayesian norms and if errors in belief updating can be explained by the causal structures underpinning the evidence integration process. The study was based on a recent case in England where a couple was accused of intentionally harming their baby but was eventually exonerated because the child’s symptoms were found to be caused by a rare blood disorder. Participants were presented with a range of evidence, one piece at a time, including physical evidence and reports from experts. Participants made probability judgments about the abuse and disorder as causes of the child’s symptoms. Subjective probability judgments were compared against Bayesian norms. The causal models constructed by participants were also elicited. Results showed that overall participants revised their beliefs appropriately in the right direction based on evidence. However, this revision was done without exact Bayesian computation and errors were observed in estimating the weight of evidence. Errors in probabilistic judgments were partly accounted for, by differences in the causal models representing the evidence. Our findings suggest that understanding causal models that guide people’s judgments may help shed light on errors made in evidence integration and potentially identify ways to address accuracy in judgment. (shrink)

What reason does one have to resist oppression? The reasons that most easily come to mind are those having to do with justice—reasons that arise from commitments to human equality and the common good. In this paper, I argue that there are also reasons of love—reasons that arise from personal attachments to specific people, projects, or activities. I defend a distinctive form of resistance that is characteristically undertaken for reasons of love, which I call Quiet Resistance. Contrary to theories that (...) build reasons of justice into the definition of resistance, I argue that we have strong reason to consider Quiet Resistance a genuine form of resistance. Finally, I argue that the reasons in favor of engaging in Quiet Resistance help to explain its distinctive value. In short, when one engages in Quiet Resistance, one’s actions are valuable in large part because they allow one to maintain respect for one’s personal values and meaning in life under oppressive conditions. (shrink)

In this paper I propose a partition semantics for sentences containing objective predicates that takes into account the phenomenon of occasion-sensitivity associated with so-called Travis cases. The key idea is that the set of worlds in which a sentence is true has a more complex structure as a result of different ways in which it is made true. Different ways may have different capacities to support the attainment of a contextually salient domain goal. I suggest that goal-conduciveness decides whether some (...) utterance of a sentence is accepted as true on a particular occasion at a given world. The utterance will not be accepted as true at a world which belongs to a truth-maker which is less conducive to a contextually salient goal than other truth-makers. Finally, the proposed occasion-sensitive semantics is applied to some cases of disagreement and cancellability. (shrink)

BackgroundSafeguarding the right to die according to the principles of autonomy and freedom of each person has become more important in the last decade, therefore increasing regulation of Euthanasi...

Talbot Brewer offers a new approach to ethical theory, founded on a far-reaching reconsideration of the nature and sources of human agency.

This article starts by noting the general lack of acknowledgment of alternative traditions in the dominant western sustainability discourse in education. After critically analyzing the western human–nature relationship in the context of Enlightenment, modernity and colonial expansion, this article introduces two non-western ecological discourses from Eurasia and Asia, Noöspherism and Neo-Confucianism, which offer clear contrasts to the western sustainability framework. Using theoretical argumentations, the article goes on to examine the cosmological and ontological categories expounded by Vladimir Vernadsky of Russia and (...) Yulgok Yi of Korea, whose philosophical foundations with unique foci on the anthropocosmic and cosmoanthropic types of human–nature relationships could well be alternatives and/or additions to the dominant western discourse. The article concludes with a twofold comparison: between Eurasian and Confucian heritages, and these two with the mainstream western ecological discourse. (shrink)

Primate research suggests that affiliation is a highly complex construct. Studies of primate affiliation demonstrate the need to distinguish between various affiliative behaviors, consider relationships as emergent properties of these behaviors, define affiliation in the context of general environmental responsiveness, and address developmental changes in affiliation across the lifespan.

The number of studies examining visual perspective during retrieval has recently grown. However, the way in which perspective has been conceptualized differs across studies. Some studies have suggested perspective is experienced as either a first-person or a third-person perspective, whereas others have suggested both perspectives can be experienced during a single retrieval attempt. This aspect of perspective was examined across three studies, which used different measurement techniques commonly used in studies of perspective. Results suggest that individuals can experience more than (...) one perspective when recalling events. Furthermore, the experience of the two perspectives correlated differentially with ratings of vividness, suggesting that the two perspectives should not be considered in opposition of one another. We also found evidence of a gender effect in the experience of perspective, with females experiencing third-person perspectives more often than males. Future studies should allow for the experience of more than one perspective during retrieval. (shrink)

Interview of Vsevolod Khoma with Professor Tamara Yashchuk within the framework of the research program “Ukrainian Philosophy of the 60s-80s of the 20th Century” of the Student Society of Oral History of Philosophy.

Building on Wittgenstein’s ideas, I defend a brand of pluralism that associates words with conceptual families and appeals to this notion in the course of philosophical problem solving. I argue that certain problems that the received view of conceptual engineering (‘improvement by replacement’) faces can be more easily overcome if we adopt a pluralist perspective. I show that the proposed approach can circumvent the problem of topic discontinuity, whilst also avoiding the threat of trivialisation, since it can easily accommodate both (...) coarse-grained and fine-grained topics. Finally, I argue that my variant of pluralism is compatible with de novo conceptual engineering insofar as it allows that the paradigm associated with a word may shift overtime thus creating an opportunity for new candidate members to join a conceptual family. (shrink)

This article focuses on the follow question: Are human enhancement technologies likely to be justice impairing or justice promoting? We argue that human enhancement technologies may not be inherently just or unjust, but when situated within obtaining social contexts they are likely to exacerbate rather than alleviate social injustices.

On the most common interpretation of occasion-sensitivity what varies cross-contextually is the truth-conditional content of representations. Jerry Fodor argues that when extended to mental representation this view has some problematic consequences. In this paper I outline an approach to occasion-sensitivity which circumvents Fodor’s objections but still maintains that the aspect of thought that guides deliberation and action is occasion-sensitive. On the proposed view, what varies cross-contextually are not truth conditions but rather the conditions for accepting a representation as true relative (...) to a practical goal that is pursued on an occasion. I show that although the proposal entails an error theory this theory is not problematic since it is meant to compensate for the over-generating nature of semantic competence, namely, the fact that not all of the representation’s truth-makers are conducive to a given contextually salient goal. (shrink)

Currently there is little guidance given to teachers in selecting focal issues for socio-scientific issues -based teaching and learning. As a majority of teachers regularly collaborate with other teachers, understanding what factors influence collaborative SSI-based curriculum design is critical. We invited 18 secondary science teachers to participate in a professional development on SSI-based instruction and curriculum design. Through intentional design, we studied how these teachers formed curriculum design teams and how they selected focal issues for SSI-based curriculum units. We developed (...) substantiative grounded theory to explain these processes. Key findings include how teachers’ tensions and agential moves worked in tandem in the development of a safe and shared place to share discontentment and generate opportunities to form design teams and select issues. Teacher passion and existing resources are factors as influential as considerations for issue relevance. Implications for teacher professional development and research are included. (shrink)

This paper develops a domination-based practice-dependent approach to justice, according to which it is practices of systemic domination which can be said to ground demands from justice. The domination-based approach developed overcomes the two most important objections levelled to alternative practice-dependent approaches. First, it eschews conservative implications and hence is immune to the status quo objection. Second, it is immune to the redundancy objection, which doubts whether empirical facts and practices can really play an irreducible role in grounding justice. In (...) theorising dominating practices in terms of practices of social power, a domination-based approach makes justice dependent on factual information in three ways: First, the principle of non-domination is indeterminate and can only be spelled out by taking into view particular contexts of domination. Second, the principle of non-domination is conditional on the existence of practices of social power. Third, social power possesses a structural ontology – to know whether A has social power over B we need to turn to social rules distributing agents' higher order status of normative authority towards each other. This explains in what way practices of social power – and of domination – are both factual and normative practices and hence how such practices are non-redundant in grounding justice. (shrink)

La parroquia constituía un componente clave de la identidad en los siglos XVIII y XIX, ya que constituía la unidad de residencia principal y se fraguó como el principal marco de sociabilidad. El estudio de los conflictos por los cambios en las parroquias revela una cosmovisión identitaria densa y estable. De tal forma que pertenecer a un aparroquia no estaba condicionado exclusivamente por factores residenciales y devocionales, sino que la población se basó en múltiples elementos para argumentar y defender el (...) territorio parroquial propio, tales como factores económicos o patrimoniales. (shrink)

What reasons stand in favor of (or against) violent resistance to oppression? I distinguish two kinds of normative reasons that bear relevantly in such a practical deliberation. I argue that in addition to reasons of impartial morality, victims’ personal projects and relationships may also provide reasons for (or against) violent resistance. Moreover, there is no guarantee that conflicts will not occur between such reasons. Thus, some acts of violent resistance may arise from situations of radical choice in which impartial moral (...) reasons and personal reasons pull the agent in opposite directions. Regardless of what we ultimately think agents facing such decisions ought to do all things considered, recognizing such conflicts is crucial for understanding the circumstances that give rise to violence and for better sympathizing with victims who are pushed to such extreme modes of resistance. (shrink)

Non-medical sex selection is premised on the notion that the sexes are not interchangeable. Studies of individuals who undergo sex selection for non-medical reasons, or who have a preference for a son or daughter, show that they assume their child will conform to the stereotypical roles and norms associated with their sex. However, the evidence currently available has not succeeded in showing that the gender traits and inclinations sought are caused by a “male brain” or a “female brain”. Therefore, as (...) far as we know, there is no biological reason why parents cannot have the kind of parenting experience they seek with a child of any sex. Yet gender essentialism, a set of unfounded assumptions about the sexes which pervade society and underpin sexism, prevents parents from realising this freedom. In other words, unfounded assumptions about gender constrain not only a child’s autonomy, but also the parent’s. To date, reproductive autonomy in relation to sex selection has predominantly been regarded merely as the freedom to choose the sex of one’s child. This paper points to at least two interpretations of reproductive autonomy and argues that sex selection, by being premised on gender essentialism and/or the social pressure on parents to ensure their children conform to gender norms, undermines reproductive autonomy on both accounts. (shrink)

Boyer & Petersen lay out a compelling theory for folk-economic beliefs, focusing on beliefs about markets. However, societies also allocate resources through mechanisms involving power and group decision-making, through the political economy. We encourage future work to keep folkpoliticaleconomic beliefs in mind, and sketch an example involving pollution and climate change mitigation policy.

De Dreu and Gross's distinction between attack and defense is complicated in real-world conflicts because competing leaders construe their position as one of defense, and power imbalances place status quo challengers in a defensive position. Their account of defense as vigilant avoidance is incomplete because it avoids a reference to anger which transforms anxious avoidance into collective and unified action.