The Deaf culture in the United States is a unique culture that is not widely understood. To members of the Deaf community in the United States, deafness is not viewed as a disease or pathology to be treated or cured; instead it is seen as a difference in human experience. Members of this community do not hide their deafness; instead they take great pride in their Deaf identity. The Deaf culture in the United States is very communitarian not individualistic. (...) class='Hi'>Mary Beth and Dominic are a married couple in their late 20s who are genetically deaf. They are active members in the Deaf community and work as advocates for individuals who are deaf, family members of Deaf people and sign language interpreters who identify with the Deaf culture. Mary Beth and Dominic approach the fertility clinic with a request that they only want a child with the genetic gene for deafness. They would want the embryos that do not have the gene to be destroyed. This would entail creating a child who would have the gene for deafness. Medically and ethically, should the fertility clinic agree to the couple’s request? The authors argue that the couple's request should be denied and provide reasons for it from the perspectives of foundational and clinical ethics. (shrink)

Despite what you have heard over the years, the famous evil deceiver argument in Meditation One is not original to Descartes. Early modern meditators often struggle with deceptive demons. The author of the Meditations is merely giving a new spin to a common rhetorical device. Equally surprising is the fact that Descartes’ epistemological rendering of the demon trope is probably inspired by a Spanish nun, Teresa of Ávila, whose works have been ignored by historians of philosophy, although they were a (...) global phenomenon during Descartes’ formative years. In this paper, I first answer the obvious question as to why previous early modernists have missed something so important as the fact that Descartes’ most famous publication relies on a well-established genre and that his deceiver argument bears a striking similarity to ideas in Teresa’s final work, El Castillo Interior? I discuss the meditative tradition at the end of which Descartes’ Meditations stands, present evidence to support the claim that Descartes was familiar with Teresa’s proposals, contrast their meditative goals, and make a point-by-point comparison between the meditative steps in Teresa’s Interior Castle and those in Descartes’ Meditations which constitute their common deceiver strategy. My conclusion makes a case for a broader and more inclusive history of philosophy. (shrink)

Descartes intended to revolutionize seventeenth-century philosophy and science. But first he had to persuade his contemporaries of the truth of his ideas. Of all his publications, Meditations on First Philosophy is methodologically the most ingenuous. Its goal is to provoke readers, even recalcitrant ones, to discover the principles of “first philosophy.” The means to its goal is a reconfiguration of traditional methodological strategies. The aim of this chapter is to display the methodological strategy of the Meditations. The text’s method is (...) more subtle and more philosophically significant than has generally been appreciated. Descartes’ most famous work is best understood as a response to four somewhat separate philosophical concerns extant in the seventeenth century. Section 1 describes these. Section 2 discusses how Descartes uses and transforms them. A clearer sense of the Meditations’ methodological strategy provides a better understanding of exactly how Descartes intended to revolutionize seventeenth-century thought. (shrink)

On January 30, 2020, the World Health Organization declared a Public Health Emergency of International Concern (PHEIC) over what would quickly become known as SARS-CoV- 2 or COVID- 19. This emergency status was officially ended in the United States in May 2023 amidst much dissent and debate. Although emergency conditions resulting from COVID- 19 will likely wax and wane over the coming years, there is good reason to think that the incidence of severe global pandemics will increase over the next (...) century, as will declarations of emergency. The declaration of an emergency calls for urgent action, but it just as urgently demands careful reflection. Official “emergency” status licenses unparalleled executive intervention, completely reorganizing the lives of those who live under its decree. Such official recognition, however, is heavily dependent on the social context in and from which the emergency arises. Highlighting which circumstances rise to the level of an official emergency clarifies our reigning assumptions about what threshold of active harm—and in relation to which groups of people—demands immediate intervention. (shrink)

The Japanese scholar Miura Baien (1723-1789) worked throughout his life to produce a philosophical analysis of the natural world. Misinterpretations of his intentions arise from drawing diagrams on his behalf that are inconsistent with his text, or by applying to his text Western academic terms that are quite foreign to his thought. When Baien's text is examined in his own terms we can understand its significant role in the scientific thought of the Edo period.

The Preface to Leibniz's famous Theodicy offers a perspective on the work that has been insufficiently studied. In this paper, I ask that we step back from the main text of the Theodicy and attend to its Preface. I show that the latter performs two crucial preparatory tasks that have not been properly appreciated. The first is to offer a public declaration of what I call Leibniz’s radical rationalism. The Preface assumes that any attentive rational being is capable of divine (...) knowledge. The basic idea is that it is knowledge about a divine perfection that can be understood more or less completely. In the Preface, Leibniz entices his readers to seek such knowledge and explains why doing so has been so difficult before now. What makes this rationalism radical is that divine knowledge is severed from any religion or set of religious beliefs. While some Christian doctrines make it easier to approach God, they are neither necessary nor sufficient to do so. The author of the Theodicy thereby informs his readers that they have access to divine perfections, regardless of religious affiliation. To acquire such knowledge, they need only work through his book. The second task of the Preface is closely related to the first. It invites readers to seek divine love and virtue. To set themselves on the path to virtue, they need only avoid the pitfalls of religion and use reason in the right way to grasp a divine perfection. Once they enter the main text of the Theodicy, they have begun that journey. (shrink)

Intellectualists about know-how tend to deny that knowing how to ϕ requires the corresponding ability to ϕ. So, it’s supposed to be an attractive feature of intellectualism that it can explain cases of knowing how without ability, while anti-intellectualism—roughly, the view that knowing how is a kind of ability—cannot. I show that intellectualism fails to explain the very cases that are supposed to showcase this feature of the view. Despite appearances, this does not amount to an objection to intellectualism per (...) se, but to the intellectualist’s rejection of ability entailment. It turns out that all parties to the debate about know-how should accept that knowing how entails ability. The upshot is that the central question of the debate should not be whether knowing how entails ability, but whether ability suffices for knowing how, as anti-intellectualists sometimes claim. (shrink)

This paper identifies, develops, and argues for an interpretation of Mary Astell’s understanding of self-government. On this interpretation, what is essential to self-government, according to Astell, is an agent’s responsiveness to her own reasoning. The paper identifies two aspects of her theory of self-government: an ‘authenticity’ criterion of what makes our motives our own and an account of the capacities required for responsiveness to our own reasoning. The authenticity criterion states that when our motives arise from some external source (...) without validation by our own understanding of the reasons supporting them, then they are not our own. The capacities requisite for responsiveness to our own reasoning are those of examining and evaluating our own motives and of resisting the social pressure to conform to others’ opinions. An upshot of this interpretation of Astell’s theory of self-government is that it reveals her insights into the ways ‘custom’ can undermine an individual’s ability to govern oneself. (shrink)

When Bruno was burned at the stake in 1600, philosophers were still inclined to offer natural explanations in Aristotelian terms. Neither the physical proposals of Bruno himself, nor those of other prominent non-Aristotelians like Paracelsus had diminished the power of the explanatory model offered by the scholastics. For those philosophers watching the demise of Bruno in the Campo dei Fiori in Rome, the burning of the wood and its subsequent effects would have been explained adequately in terms of matter and (...) substantial form. For such Aristotelian philosophers, all natural objects are constituted of matter and form, and natural events are explained in terms of the actualization of the potency of these two “principles of nature.” By the time Kenelm Digby composed his Two Treatises of 1644 and Thomas Hobbes his De Corpore in 1655, there was a new explanatory model available to explain such events, one that had greatly diminished the power of the scholastic model. According to the mechanical philosophy, nature is composed of matter—whether the res extensa of Descartes, the atoms of Gassendi, or one of the many less popular accounts of corporeity—whose actions and interactions cause and explain all the phenomena of nature. For the mechanist, therefore, all physical phenomena are to be explained in terms of some kind of matter and motion. Although these thinkers disagreed about how to define the material component in nature, they all took it to be entirely devoid of substantial forms. For our purposes here, it will be helpful to distinguish between first wave and second wave mechanists. A first wave mechanist is someone like Descartes, Galileo, Hobbes, or Gassendi who proposed a version of the mechanical explanatory model before 1650. A second wave mechanist is a philosopher working in the second half of the seventeenth century who accepts the mechanical explanatory model. For our purposes, it is important that many second wave mechanists were prepared to reject the scholastic explanatory model, replace it with the mechanical one, and yet were not content to accept the metaphysical grounding of the mechanical physics offered by the first wave mechanists. (shrink)

White progressives in the U.S. are currently experiencing two profound reckonings that typically are assumed to be unrelated. On the one hand, the Dobbs verdict overturned the assumption that the right to choose with respect to abortion is too socially entrenched, juridically settled, or politically sacred to be denied. On the other hand, climatological conditions of possibility for comfortable existence are increasingly under threat in locales in which residents have come to expect to enjoy secure lives and livelihoods. This essay (...) highlights what Indigenous communities across the U.S. already know well. Namely, threats to reproductive freedom and climate crisis are neither new nor separable. Both phenomena have common colonial roots that continue to proliferate. Each is a result of the disruption and destruction of Indigenous kinship assemblages. Indeed, in aiming to remediate their current reckonings, white progressives routinely (if unthinkingly) support forms of settler state violence that perpetuate reproductive and climate injustice in Indigenous communities. We appeal to white progressives, notably including white feminists, to embrace the proposition that their reckonings cannot be properly understood, nor successfully addressed without prioritizing Indigenous futurity. We call for centering forms of Indigenous feminist praxis that facilitate robust Indigenous coalitions of anti-colonial resistance. (shrink)

Scholars have long noted that, for Leibniz, the attributes or Ideas of God are the ultimate objects of human knowledge. In this paper, I go beyond these discussions to analyze Leibniz’s views about the nature and limitations of such knowledge. As with so many other aspects of his thought, Leibniz’s position on this issue—what I will call his divine epistemology—is both radical and conservative. It is also not what we might expect, given other tenets of his system. For Leibniz, “God (...) is the easiest and the hardest being to know.” God is the easiest to know, in that to grasp some property of an essence is to attain a knowledge of the divine essence, but God is also the most difficult to know, in that “real knowledge” of the divine essence is not available to finite beings. There is an enormous gap between the easy and the real knowledge of God, but for Leibniz, this gap is a good thing, since the very slowness of our epistemological journey prepares us morally for its end. (shrink)

This chapter contains section titled: Historical Background Early Modern Eclecticism and Philosophical Humanism Early Modern Platonism Conclusion.

In Descartes theological writing, he promotes two jointly puzzling theses: T1) God freely creates the eternal truths (i.e. the Creation Doctrine) and T2) The eternal truths are necessarily true. According to T1 God freely chooses which propositions to make necessary, contingent and possible. However the Creation Doctrine makes the acceptance of T2 tenuous for the Creation Doctrine implies that God could have acted otherwise--instantiating an entirely different set of necessary truths. Jonathan Bennett seeks to reconcile T1 and T2 by relativizing (...) modality to human understanding. I argue that Bennett’s approach to Cartesian modality is misplaced: One does not have to resort to conceptualism about modality in order to explain the subjective language found in Descartes or to reconcile Descartes’ Creation Doctrine with the necessity of the eternal truths. After showing that Bennett’s argument implies that Descartes held the non-eternality of the eternal truths and the independence of the eternal truths from God, I show that if one understands Descartes’ use modal terms as indexed to God’s willing, then apparent contradictions vanish. In addition, I show that if one evaluates the truth value of modal propositions ‘non-bivalently’, then one can also unravel the apparent contradiction. One can reconcile Descartes’ Creation Doctrine (T1) and the necessity of the eternal truths (T2) without Bennett’s conceptualism. (shrink)

In this paper, I expand our framework for epistemic injustice by shifting focus from epistemic evaluations of individuals in information exchange to epistemic evaluations of individuals engaging their know-how in performance. I call the injustice to individuals qua knowers-how performative injustice, and I argue that performative injustice has distinct features worth understanding apart from varieties of epistemic injustice devoted to information exchange. I develop an account of the performative authority that is unfairly evaluated in cases of performative injustice and show (...) how, in some cases, cognitive penetration can affect observers’ evaluations. Finally, I show how stereotype threat may short circuit what would otherwise be cases of performative injustice, which in turn reveals the significance of its systemic manifestations. (shrink)

Disability Justice in Public Health Emergencies is the first book to highlight contributions from critical disability scholarship to the fields of public health ethics and disaster ethics. It takes up such contributions with the aim of charting a path forward for clinicians, bioethicists, public health experts, and anyone involved in emergency planning to better care for disabled people—and thereby for all people—in the future. Across 11 chapters, the contributors detail how existing public health emergency responses have failed and still fail (...) to address the multi-faceted needs of disabled people. They analyze complications in the context of epidemic and pandemic disease and emphasize that vulnerabilities imposed upon disabled people track and foster patterns of racial and class domination. -/- The central claim of the volume is that the ethical and political insights of disability theory and activism provide key resources for equitable disaster planning for all. The volume builds upon the existing efforts of disability communities to articulate emergency planning priorities and response measures that take into account the large body of qualitative and quantitative research on disabled people’s health, needs, and experiences. It is only by listening to disabled people’s voices that we will all fare better in future public health emergencies. (shrink)

Individuals of many animal species are said to have a personality. It has been shown that some individuals are bolder than other individuals of the same species, or more sociable or more aggressive. In this paper, we analyse what it means to say that an animal has a personality. We clarify what an animal personality is, that is, its ontology, and how different personality concepts relate to each other, and we examine how personality traits are identified in biological practice. Our (...) analysis shows that biologists often study specific personality traits, such as boldness, sociability or aggressiveness, rather than personalities in general. We claim that personality traits are best understood as dispositions and that they are operationally defined in terms of certain sets of behaviours, which are studied in specific experimental set-ups. Furthermore, we develop an integrative philosophical account that specifies and formalises three criteria for identifying personality traits, which are used in biological practice. For an individual animal to have a personality trait it must, first, behave differently than others. Second, these behavioural differences must be stable over a certain time, and third, they must be consistent in different contexts. (shrink)

Some commentators have condemned Kant’s moral project from a feminist perspective based on Kant’s apparently dim view of women as being innately morally deficient. Here I will argue that although his remarks concerning women are unsettling at first glance, a more detailed and closer examination shows that Kant’s view of women is actually far more complex and less unsettling than that attributed to him by various feminist critics. My argument, then, undercuts the justification for the severe feminist critique of Kant’s (...) moral project. (shrink)

The central aim of this article is to specify the ontological nature of constitutive mechanistic phenomena. After identifying three criteria of adequacy that any plausible approach to constitutive mechanistic phenomena must satisfy, we present four different suggestions, found in the mechanistic literature, of what mechanistic phenomena might be. We argue that none of these suggestions meets the criteria of adequacy. According to our analysis, constitutive mechanistic phenomena are best understood as what we will call ‘object-involving occurrents’. Furthermore, on the basis (...) of this notion, we will clarify what distinguishes constitutive mechanistic explanations from etiological ones. 1 Introduction 2 Criteria of Adequacy 2.1 Descriptive adequacy 2.2 Constitutive–etiological distinction 2.3 Constitution 3 The Ontological Nature of Constitutive Mechanistic Phenomena 3.1 Phenomena as input–output relations 3.2 Phenomena as end states 3.3 Phenomena as dispositions 3.4 Phenomena as behaviours 4 Phenomena as Object-Involving Occurrents 4.1 What object-involving occurrents are and why we need them 4.2 The object in the phenomenon 4.3 The adequacy of option 5 Conclusion. (shrink)

Reshaping our methodological research tools for adequately capturing injustice and domination has been a central aspiration of feminist philosophy and social epistemology in recent years. There has been an increasingly empirical turn in recent feminist and political theorization, engaging with case studies and the challenges arising from conducting research in solidarity with unequal partners. I argue that these challenges cannot be resolved by merely adopting a norm and stance of deference to those in the struggle for justice. To conduct philosophical (...) research in an engaged and solidaristic manner, I suggest that deference be supplemented by three methodological and normative principles: 1) epistemic humility, 2) accountability, and 3) co-producing knowledge. I situate these principles within contemporary philosophical work on solidarity, and show how they might help confront power imbalances and other methodological hazards that arise when conducting research in solidarity with others. I arrive at these principles in part by critically reflecting on my own attempt to conduct research in solidarity with women’s rights activists in Senegal. (shrink)

In this chapter, Marie Collins Swabey critiques naturalism and defends a rationalistic conception of knowledge.

Descartes claims that the passions of the soul are “all in their nature good” even though they exaggerate the value of their objects, have the potential to deceive us, and often mislead us. What, then, can he mean by this? In this paper, I argue that these effects of the passions are only problematic when we incorrectly take their goodness to consist in their informing us of harms and benefits to the mind-body composite. Instead, the passions are good in their (...) motivational function, which they carry out by representing objects and situations as having various properties and thereby appearing to be “reasons of goodness.” Further, I argue that the main way in which the passions are problematic is merely an occasional physiological byproduct of a well- functioning system. I show, therefore, that the passions’ motivational function, representationality, and accompanying physiology are all significant and interrelated aspects of their goodness. (shrink)

Is philosophy like plumbing? I have made this comparison a number of times when I have wanted to stress that philosophising is not just grand and elegant and difficult, but is also needed. It is not optional. The idea has caused mild surprise, and has sometimes been thought rather undignified. The question of dignity is a very interesting one, and I shall come back to it at the end of this article. But first, I would like to work the comparison (...) out a bit more fully. (shrink)

This paper analyzes what it means for philosophy of science to be normative. It argues that normativity is a multifaceted phenomenon rather than a general feature that a philosophical theory either has or lacks. It analyzes the normativity of philosophy of science by articulating three ways in which a philosophical theory can be normative. Methodological normativity arises from normative assumptions that philosophers make when they select, interpret, evaluate, and mutually adjust relevant empirical information, on which they base their philosophical theories. (...) Object normativity emerges from the fact that the object of philosophical theorizing can itself be normative, such as when philosophers discuss epistemic norms in science. Metanormativity arises from the kind of claims that a philosophical theory contains, such as normative claims about science as it should be. Distinguishing these three kinds of normativity gives rise to a nuanced and illuminating view of how philosophy of science can be normative. (shrink)

In the contemporary life sciences more and more researchers emphasize the “limits of reductionism” (e.g. Ahn et al. 2006a, 709; Mazzocchi 2008, 10) or they call for a move “beyond reductionism” (Gallagher/Appenzeller 1999, 79). However, it is far from clear what exactly they argue for and what the envisioned limits of reductionism are. In this paper I claim that the current discussions about reductionism in the life sciences, which focus on methodological and explanatory issues, leave the concepts of a reductive (...) method and a reductive explanation too unspecified. In order to fill this gap and to clarify what the limits of reductionism are I identify three reductive methods that are crucial in the current practice of the life sciences: decomposition, focusing on internal factors, and studying parts in isolation. Furthermore, I argue that reductive explanations in the life sciences exhibit three characteristics: first, they refer only to factors at a lower level than the phenomenon at issue, second, they focus on internal factors and thus ignore or simplify the environment of a system, and, third, they cite only the parts of a system in isolation. (shrink)

Leuridan (2011) questions whether mechanisms can really replace laws at the heart of our thinking about science. In doing so, he enters a long-standing discussion about the relationship between the mech-anistic structures evident in the theories of contemporary biology and the laws of nature privileged especially in traditional empiricist traditions of the philosophy of science (see e.g. Wimsatt 1974; Bechtel and Abrahamsen 2005; Bogen 2005; Darden 2006; Glennan 1996; MDC 2000; Schaffner 1993; Tabery 2003; Weber 2005). In our view, Leuridan (...) misconstrues this discussion. His weak positive claim that mechanistic sciences appeal to generalizations is true but uninteresting. His stronger claim, that all causal claims require laws, is unsupported by his arguments. Though we proceed by criticizing Leuridan’s arguments, our greater purpose is to embellish his arguments in order to show how thinking about mechanisms enriches and transforms old philosophical debates about laws in biology and provides new insights into how generalizations afford prediction, explanation and control. (shrink)

Mechanisms are said to consist of two kinds of components, entities and activities. In the first half of this chapter, I examine what entities and activities are, how they relate to well-known ontological categories, such as processes or dispositions, and how entities and activities relate to each other (e.g., can one be reduced to the other or are they mutually dependent?). The second part of this chapter analyzes different criteria for individuating the components of mechanisms and discusses how real the (...) boundaries of mechanisms are. (shrink)

Nicola Hoggard Creegan has written a thoughtful and subtle work on the challenge of natural evil to the life of faith in a post-Darwinian age. She contends that “the problem of evil will not be solved just by clever arguments, but also by our stance toward nature and toward God” (8). To this end, Animal Suffering and the Problem of Evil is a work intended to help Christian believers recognize the God of love at work in the universe. Although some (...) might be disappointed that Creegan does not attempt to provide the reader with a theodicy or a reason why God permits natural evil, she does deliver a theologically consistent way for believers to see God’s goodness in the natural world despite the manifest presence of violence and suffering. (shrink)

Preservationism is a dominant account of the justification of beliefs formed on the basis of memory. According to preservationism, a memory belief is justified only if that belief was justified when it was initially held. However, we now know that much of what we remember is not explicitly stored, but instead reconstructed when we attempt to recall it. Since reconstructive memory beliefs may not have been continuously held by the agent, or never held before at all, a purely preservationist account (...) of memory does not allow for justified reconstructed memory beliefs. In this essay, I show how a process reliabilist account can maintain preservationism about reproductive memory beliefs while accommodating the justification of reconstructive memory beliefs. I argue that reconstructive memory is an inferential process, and that therefore the beliefs it produces are justified in the same way that other inferential beliefs are justified. Accordingly, my process reliabilist account combines a preservationist account of reproductive memory with an inferential account of reconstructive memory. I end by defending this view against objections. (shrink)

We characterize four fruitful and underappreciated epistemic roles played by the concept of an individualized niche in contemporary biology, utilizing results of a qualitative empirical study conducted within an interdisciplinary biological research center. We argue that the individualized niche concept (1) shapes the research agenda of the center, (2) facilitates explaining core phenomena related to inter-individual differences, (3) helps with managing individual-level causal complexity, and (4) promotes integrating local knowledge from ecology, evolutionary biology, behavioral biology and other biological fields. We (...) thereby also challenge arguments that the niche concept is superfluous in ecology. (shrink)

This paper argues that an addressee's failure to recognize a speaker's authority can constitutes another form of silencing.

The doctrine of reincarnation is usually associated with Buddhism, Hinduism and other Eastern religions. But it has also been developed in Druzism and Judaism. The doctrine has been used by these traditions to explain the existence of evil within a moral order. Traversing the boundaries between East and West, we explore how Jewish mysticism has employed the doctrine to help answer the problem of evil. We explore the doctrine particularly as we respond to objections against employing it in a theodicy. (...) We show how it supplements traditional punishment, free will and soul-building theodicies, and helps these theodicies avoid various objections. (shrink)

The current rise of neurodevelopmental disorders poses a critical need to detect risk early in order to rapidly intervene. One of the tools pediatricians use to track development is the standard growth chart. The growth charts are somewhat limited in predicting possible neurodevelopmental issues. They rely on linear models and assumptions of normality for physical growth data – obscuring key statistical information about possible neurodevelopmental risk in growth data that actually has accelerated, non-linear rates-of-change and variability encompassing skewed distributions. Here, (...) we use new analytics to profile growth data from 36 newborn babies that were tracked longitudinally for 5 months. By switching to incremental (velocity-based) growth charts and combining these dynamic changes with underlying fluctuations in motor performance – as the transition from spontaneous random noise to a systematic signal – we demonstrate a method to detect very early stunting in the development of voluntary neuromotor control and to flag risk of neurodevelopmental derail. (shrink)

What are the conditions under which one biological object is a part of another biological object? This paper answers this question by developing a general, systematic account of biological parthood. I specify two criteria for biological parthood. Substantial Spatial Inclusionrequires biological parts to be spatially located inside or in the region that the natural boundary of t he biological whole occupies. Compositional Relevance captures the fact that a biological part engages in a biological process that must make a necessary contribution (...) to a condition that is minimally sufficient to one or more of the characteristic behaviors of the biological whole. Instead of emphasizing the diversity of part-whole relations in the biological world, this paper asks what biological part-whole relations have in common and what constrains their existence, in general. After presenting the two criteria for biological parthood I discuss in how far my account can cope with hard cases (e.g., redundant parts) and I reveal the merits and limits of monism. (shrink)

Over the past few years we have seen an increasing number of legal proceedings related to inappropriately implemented technology. At the same time career paths have diverged from the foundation of statistics out to Data Scientist, Machine Learning and AI. All of these new branches being fundamentally branches of statistics and mathematics. This has meant that formal training has struggled to keep up with what is required in the plethora of new roles. Mathematics as a taught subject is still based (...) in decades old teaching specifications and has not been updated centrally as a curriculum to include new technologies, coding or ethics. This subject area is firmly split between ICT and Mathematics in secondary school, continuing on to be split between Computer Science and Mathematics at University. As we move forwards with technology we see these once seperate fields becoming increasingly intertwined. We propose that existing provision for concepts such as ethics and societal responsibility in analysis currently exist but have not been incorporated into the mainstream curriculum of School or University. This is partially due to the split between fields in an educational setting but also the speed with which education is able to keep up with Industry and its requirements. Principles and frameworks of socially responsible modelling beginning at school level means that ethics and real-life modelling are introduced much earlier than normal. Integrating these concepts with philosophical principles of society and politics ensures a suitable background for future modellers and users of technology to draw on. Modelling is currently undertaken in technical sciences at University but the Subject Benchmark Statements are not current (Subject Benchmark Statements describe the nature of study and the academic standards expected of graduates in specific subject areas. They show what graduates might reasonably be expected to know, do and understand at the end of their studies). Even in 2019 the UK did not yet have Benchmark Statements that discuss the learning to be done in Higher Education around AI and advanced Machine Learning. Where there is provision for AI and Data Science within degree courses ethics is not generally highlighted as a key concept. As such there can be a lack of focus on the teaching of modelling or ethics as specific skills. The skills required to use a basic statistical model, for example would not be sufficient to start from scratch and build an ethical model reflecting real-world scenarios with which to inform policy or organisational decision making. This is a skill in itself and includes such aspects as awareness of data quality, ethics, user implementation problems, context and an understanding of the environment that the model is being created in. As the field of analytics has progressed so quickly in the last decade modules such as those covering AI have simply been bolted on to Maths or Computing degrees rather than being fully detailed as key areas of study or driving new, more integrated courses of study. This paper posits that gaps at primary, secondary and tertiary educational levels need to be addressed. Implementing and integrating key concepts from school level is essential so that areas such as assumptions, caveats, quality assurance and answering the right questions with constructive challenge become a cultural fixture. This not only helps developers of technology but users of rapidly developing technology also. In addition, leadership and soft skills as part of this education will ensure that a cultural shift can take place and promote continuous improvement in analysis within organisations. The addition of key concepts throughout the educational system and the updating of potentially outdated curriculums is key to ensuring a functional society. A society where every citizen is a user of tech and those that develop it can be ethical and socially responsible in its development. (shrink)

Marie Oldfield, Pro Bono Economics & Refugee Council. Over half the total applications for asylum the UK receives each year are initially rejected, yet nearly a third of these initial rejections are subsequently overturned on appeal. This process that fails to get decisions right first time imposes significant costs, not just on the applicants themselves, but also more widely on UK taxpayers. Asylum seekers are not entitled to welfare benefits nor employment except in some limited cases, and are often placed (...) in unsuitable conditions with lack of appropriate support to prepare their case for asylum. These unfortunate circumstances mean that they are unable to gather and present all the required evidence first time, even when the case for asylum is legitimate. As a result, the application is rejected and thus begins a cycle of appeals that might eventually lead to a successful outcome for the asylum seeker but will, in the process, burden the taxpayer with unnecessary administrative cost and cause the asylum seeker needless distress and prevent them from accessing suitable economic opportunities. • Our study estimates that there are approximately 4,000 initial rejections that are successfully appealed each year and, with each appeal incurring direct administrative costs of around £1,000, the price tag of incorrect initial decisions adds up to a hefty £4 million per year in unnecessary administrative costs alone. • There are other costs, too, that negatively impact asylum seekers and taxpayers, albeit in a more indirect manner. The longer the appeals process is dragged out, the more delay there is to successful asylum seekers entering the labour market which means lost economic activity and forgone tax revenue for the Exchequer. Long periods of unemployment also result in skills attrition and lower the probability of the asylum seeker successfully entering the labour market in the future. • A lengthy appeals process heightens stress and worsens mental health in asylum seekers, a group arguably already more vulnerable on this front. Unnecessary human suffering aside, there is also a monetary cost borne by the taxpayer should NHS mental health services become involved. Thus, there is a pressing and viable case for providing asylum seekers a stable environment in which to complete their applications for asylum. This would increase the likelihood of reaching correct decisions in the first instance, avoid unnecessary administrative costs of an arduous appeals process, enable successful asylum seekers to access the labour market and contribute to the Exchequer, and avoid placing extra demands on already strained NHS mental health services. (shrink)