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)

Suffering can make sacred, so it may partly be nature, and not culture alone, that leads us to apprehend a sacred aspect in victims of oppression. Those who recognize this sacredness show piety—a special form of respect—toward members of oppressed groups. The result is a system of social constructions often dismissed as “identity politics.” This essay starts with an analysis of the intentionality of piety and sacredness and how they relate to suffering, sacrifice, sanctions, pollution, and purification. It then argues (...) that the sacralization of oppressed groups is an expression of the perennial human disposition to acknowledge sacredness and to respond piously. The essay then analyzes this sacred status as socially constructed. Based on the sacred-making power of suffering, the sacred status elicits piety, gives its bearers special authority, surrounds them with sanctions, and calls for symbolic sacrificial punishments of the impious. By dissecting sacrificial politics as a system of social constructions, we see that, although the oppressed groups are made sacred, certain people in the oppressor groups—“the Pious”—continue to exercise fundamental power. This essay, by displaying the inner logic of this cultural phenomenon, helps us both to sympathize with and to critique the system and then to pose questions about what good or bad the system might be doing. (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)

Call for Written evidence - Risk Assessment and Risk Planning.

In June 2002, Arthur Andersen LLP became the first accounting firm in history to be criminally convicted. The repercussions were immense. From a position as one of the leading professional services firms in the world, with 85,000 staff in 84 countries and revenues in excess of $9 billion, Andersen effectively ceased to exist within a matter of months. Although Andersen’s conviction related specifically to a charge of obstructing justice, public attention focused on the audit relationship between Andersen and its major (...) client, Enron Corporation, particularly the actions (and inactions) that had allowed Enron to post spectacular year-on-year earnings and profit growth. As well as examining events leading up to the demise of Andersen, the case provides an opportunity to consider the broader controversy over accounting and corporate governance practices and, more generally, the pressures found within organisations that can foster unethical conduct. The case was prepared from public sources. (shrink)

We argue that relating to myself as me provides, as such, a reason to care about myself: grasping that an event involves me, instead of another, makes it matter in a special way. Further, this self-concern is not simply a matter of seeing in myself some instrumental value for other ends. We use as our foil a recent skeptical challenge to this view offered in Setiya 2015. We think the case against self-concern is powered by unwarrantedly narrow construals of three (...) key notions. One is the notion of a first-personal way of relating to oneself. A narrow account of the first person in terms of special epistemic relations to oneself makes it easy to overlook a source of non-instrumental reasons of self-concern, located in the special relation a subject has to herself as agent. Two is the notion of what it is to be a reason. And, three, is the notion of self-concern itself. We show that the skeptical case rests in part on a slide towards neighbouring but distinct notions of egoism and selfishness. We also argue that Setiya’s notion of self-love, offered to capture the pre-theoretical intuition of self-concern, cannot do it justice. (shrink)

In this paper I argue that it is finally time to move beyond the Nagelian framework and to break new ground in thinking about epistemic reduction in biology. I will do so, not by simply repeating all the old objections that have been raised against Ernest Nagel’s classical model of theory reduction. Rather, I grant that a proponent of Nagel’s approach can handle several of these problems but that, nevertheless, Nagel’s general way of thinking about epistemic reduction in terms of (...) theories and their logical relations is entirely inadequate with respect to what is going on in actual biological research practice. (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)

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)

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)

With an increased emphasis on upstream activity and Defence Engagement, it has become increasingly more important for the UK Ministry of Defence (MOD) and government to understand the relationship between conflict and regional instability. As part of this process, the Historical and Operational Data Analysis Team (HODA) in Defence Science and Technology Laboratory (Dstl) was tasked to look at factors that influenced the regional spread of internal conflicts to help aid the decision making of government. Conflict contagion is the process (...) by which a conflict in one state (State A) influences the outbreak of conflict in another state (State B). The aim of looking at these factors was to produce a tool to assist in the cost/benefit analysis of intervening in future conflicts. The task was carried out by quantitatively studying a selection of contagion and non-contagion case studies over a set of 14 numerical variables that covered structural, political, socioeconomic and cultural factors of both States A and B. All case studies took place after the end of the Cold War. The dataset used contained both binary and continuous data. A range of statistical techniques were used including correlation, regression and principal component analyses along with graphical analytical methods. Unfortunately creating a tool to predict contagion has proven difficult and so the scope of the study was changed-as no statistically relevant link was found. However, it was shown that some links do exists between the variables and the existence of contagion, and it also appears it is a combination of variables which has an effect on the likelihood of contagion. Conflict contagion is a rare event and was only recorded in less than 1% of cases present in the dataset. Of the variables analysed, the most significant factor was the number of refugees present in State B who originated in State A for the year before the case study. It is recommended that further work be conducted. It is possible that a more detailed investigation, using a broader range of techniques and/or a wider selection of variables might be successful in assessing the likelihood of conflict contagion. (shrink)

Artificial Intelligence is becoming widespread and as we continue ask ‘can we implement this’ we neglect to ask ‘should we implement this’. There are various frameworks and conceptual journeys one should take to ensure a robust AI product; context is one of the vital parts of this. AI is now expected to make decisions, from deciding who gets a credit card to cancer diagnosis. These decisions affect most, if not all, of society. As developers if we do not understand or (...) use fundamental modelling principles then we can cause real harm to society. Recently more serious effects of AI have been observed. Dehumanisation is the human reaction to overused anthropomorphism and lack of social contact caused by excessive interaction with, or addiction to, technology. This can cause humans to devalue technology and to devalue other humans. This is a contradiction of the use of ‘social robots’ and ‘chatbots’, indicating that the negative effects of this technology would outweigh any perceived positive effects. Also, within cyberspace, anthropomorphism and similar techniques based on deep philosophical principles can, and are, being used to alter the behaviour of humans. These techniques are used to manipulate human behaviours at a basic level in the human mind. As these types of techniques are becoming more widespread, it is clear that we are entering unchartered territory that holds a vast array of consequences for society. (shrink)

Husserl’s philosophy of culture relies upon a person’s body being expressive of the person’s spirit, but Husserl’s analysis of expression in Logical Investigations is inadequate to explain this bodily expressiveness. This paper explains how Husserl’s use of “expression” shifts from LI to Ideas II and argues that this shift is explained by Husserl’s increased understanding of the pervasiveness of sense in subjective life and his increased appreciation for the unity of the person. I show how these two developments allow Husserl (...) to better describe the bodily expressiveness that is the source of culture. Husserl’s account of culture is thoroughly intentionalistic, but it does not emphasize thought at the expense of embodiment. Culture originates not in an abstract subjectivity, but by persons’ expressing themselves physically in the world. By seeing how Husserl develops his mature position on bodily expressiveness, we can better appreciate the meaningfulness and the bodily concreteness of cultural objects. (shrink)

In this paper I will first examine Williamsons case where he posits that ‘Justified Belief’ is not acceptable to use in the cases where one is deceived in some way, regardless of how the belief has been formed. Williamson aims to eradicate the use of the term ‘justified’ in these cases and instead impose the term unjustified but blameless. I counter this by suggesting that Williamson sets the bar too high to attain knowledge and does not give enough weight to (...) the manner in which beliefs are formed. I then offer another way to describe the situation. The structure of the essay is as follows: I will present Williamson’s main argument, define his concept of ‘norms’ and present some examples to illustrate this. I will then move on to Williamson’s formulation of blamelessness whilst unjustified in a belief as an alternative to simply justified or unjustified beliefs. I will again illustrate this with examples. Then we will explore some objections to this theory. (shrink)

This study linked strategic planning and staff management relatively and cumulatively to the effectiveness of post-graduate programmes at two public Nigerian universities. The study was directed by the formulation and testing of three null hypotheses. The entire population of 157 administrators (including 24 deans and 133 HODs) participated in a survey, where a questionnaire was used to elicit responses. The questionnaire was designed by the researcher but validated by five experts. The reliability for internal consistency was determined using Cronbach’s alpha, (...) with acceptable indices. Data obtained were analysed using Pearson correlation and multiple linear regression analyses. In a bivariate sense, both strategic planning and staff management significantly correlated with the effectiveness of post-graduate programmes respectively. Cumulatively, the two predictors are responsible for explaining 57% of the variation in the effectiveness of post-graduate programmes, with the remaining 43% of the unexplained variance attributable to other extraneous variables. The composite contribution of the two predictors was verified to be statistically significant. Staff management was the strongest predictor ahead of strategic planning. It was recommended, among other things, that the coordinator of post-graduate programmes should ensure that plans are made concerning the procurement and maintenance of facilities that will be required for the smooth running of the programmes in graduate schools. (shrink)

What types of unity and disunity belong to a group of people sharing a culture? Husserl illuminates these communities by helping us trace their origin to two types of interpersonal act—cooperation and influence—though cultural communities are distinguished from both cooperative groups and mere communities of related influences. This analysis has consequences for contemporary concerns about multi- or mono-culturalism and the relationship between culture and politics. It also leads us to critique Husserl’s desire for a new humanity, one that is rational, (...) cooperatively united, and animated by a universal philosophical culture. Reflecting on culture, a spiritually shaped and shared domain of the world, draws us to reflect also on ourselves as social and rational animals, and to ask, what should we reasonably hope for—and aim for—in a human culture that expresses and supports our shared lives of reason? Aristotle is used for occasional comparisons and contrasts. (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)

Le discours psychiatrique s’établit au XIXe siècle par un corps médical qui reproduit des relations de pouvoir : dans le cas de l’hystérie, le corps médical (majoritairement masculin) impose un discours de vérité sur un corps féminin qui est celui de la patiente. C’est la dimension genrée de ce phénomène que nous chercherons à clarifier en ce qui a trait aux relations de pouvoir, en avançant la thèse que les hystériques se dressent comme figure de résistance devant le pouvoir psychiatrique (...) – cette résistance étant rendue possible par la réappropriation d’une parole dérobée dans la production d’un discours de vérité. Pour ce faire, nous présenterons en premier lieu les démarches de Charcot, puis de Freud et Breuer dans les études sur l’hystérie. Nous emprunterons ensuite le cadre conceptuel foucaldien pour analyser les relations de pouvoir qui se trouvent au cœur de ces deux exemples, et nous tenterons finalement de montrer comment les hystériques peuvent être vues comme « militantes », à partir d’une perspective critique et féministe. (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)

Intro to the proceedings of a conference on the first person in philosophy, artificial intellgence, and cognitive science.

The crucial distinction for ethics is between the good and the apparent good, between being and seeming. Tradition is useful for developing our ability to make this distinction and to live ethically or in self-responsibility, but it is also threatening to this ability. The phenomenology of Husserl and of others in the Husserlian tradition, especially Robert Sokolowski, are helpful in spelling out how tradition works; how the difference between the apparent good and the good is bridged in the experience of (...) moral truth but also a permanent, challenging feature of human life; what ethics requires regarding self-responsibility or authenticity; and what the proper voice of tradition is in the ethical or moral life. (shrink)

Se aborda el problema de qué es una ley científica. Se analiza la concepción tradicional hempeliana sobre la posibilidad de caracterizar una forma lógica para los enunciados de ley científica, que las distinguiría de las regularidades accidentales, concluyendo que ello no es posible. Se analiza entonces el problema de cómo es posible la predicción a partir de enunciados de ley, si no hay diferencia lógica con afirmaciones de regularidad, buscando criterios que permitan el establercimiento de afirmaciones proyectables. Correlativamente se trata (...) el problema de la normatividad de un criterio de identificación de candidatos a enunciados de ley, candidatos que ya no denominamos "lawlike statements" puesto que se ha abandonado la pretensión de que lo que determina los buenos candidatos a leyes sea su forma. A lo largo del texto se analizan de modo argumentado las posiciones filosóficas más tradicionales. Las conclusiones apuntan a la posibilidad de criterios de identificación a leyes sólo parcialmente normativos. (shrink)

This paper discusses Claytons theory on Comprehensive enrolment of children by their parents. This paper supports Claytons view that we should not enrol children. However, Cameron raises objections which cause problems for the application of this framework. Namely, the cost of giving up a belief, choices made for us in childhood and the application of the PRR (Public Reason Restriction) to the way the parent-child relationship should function. Some modifications to Clayton’s framework and further debate is required to fully address (...) these issues. The conclusion is that we should be able to enrol children in activities that would be of low future cost if rejected but we should not enrol children in activities of high future rejection cost. This enrolment is tempered by the statement “the fundamental motivation of parents should be to conform with public reason i.e. to treat their children in accordance with norms that are capable of acceptance by any free and equal person”. As Clayton states: “I am not ruling out the imposition of a comprehensive doctrine on the child. I am rejecting its imposition in the absence of an argument from public reason”. The structure of this essay is as follows: In Section One I explore Clayton’s theories of end state autonomy and autonomy as a precondition, I then look at the plausible relationship between the state-citizen and child-parent relationships. The Public Reason Restriction is then examined in connection with comprehensive enrolment. In the next section, I look at objections to Clayton’s view from Cameron and any subsequent replies to this from Clayton. I then conclude by discussing the differences between the two views and add my own view to this. (shrink)

This paper puts Searle’s social ontology together with an understanding of the human person as inclined openly toward the truth. Institutions and their deontology are constituted by collective Declarative beliefs, guaranteeing mind-world adequation. As this paper argues, often they are constituted also by collective Assertive beliefs that justify (rather than validate intrainstitutionally) institutional facts. A special type of Status Function-creating ‘Assertive Declarative’ belief is introduced, described, and used to shore up Searle’s account against two objections: that, as based on collective (...) acceptance, Searlean social ontology cannot make sense of dissenters, and that it, as its deontology is all game-like, implies a legal positivism and thus cannot make proper sense of the moral import of sociopolitical institutions. This change is necessary to deepen social ontology’s understanding of human societies and to accurately describe many social, religious, and political institutions as constituted from the perspectives of participants and dissidents. (shrink)

Call for evidence Written evidence - Data Transparency and Accountability: Covid 19 -/- .

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

In this paper, we discuss some problems and prospects of interdisciplinary encounters by focusing on philosophy of science as a case study. After introducing the case, we give an overview about the various ways in which philosophy of science can be interdisciplinary in Section 2. In Section 3, we name some general problems concerning the possible points of interaction between philosophy of science and the sciences studied. In Section 4 we compare the advantages and risks of interdisciplinarity for individual researchers (...) and institutions. In Section 5, we discuss interdisciplinary PhD programs, in particular concerning two main problems: increased workload and the quality of supervision. In the final Section 6, we look at interdisciplinary careers beyond the PhD. (shrink)

Emotions are an everyday occurrence. Much work has been done into what the point of emotion is and what part emotions might play in our lives. The great impact emotions have on our lives means it’s not surprising that great philosophers have studied them over the centuries. Anger is an emotion that we encounter every day and most of us are very familiar with. Anger is a response to some ‘wrongfully’ inflicted damage to someone or something that one cares about. (...) When this happens, it is natural for us to feel the need for ‘payback. It is generally agreed by most philosophers that this wish for retribution is a key part of feeling anger. If there is no wish for retribution in your mind when you think you experience anger then perhaps you are experiencing grief or some other emotion. Nussbaum states that anger is a central threat to decent human interactions and posits that a necessary component of anger is the wish for retribution. She states that a wish for retribution can occur independently of anger but anger cannot occur independently of a wish for retribution. In this case – we would be feeling different emotion. This paper has two sections; In section One I will discuss in detail Nussbaum’s view, the two concepts of anger she presents: ‘Payback Anger’ and ‘Status Anger’. The former being anger with a retributive element and the latter being where one would react to an insult or wrong with anger in order to ‘put someone back in their place’ so to speak. This is followed by a brief word on why Nussbaum thinks anger might be beneficial in some circumstances. Section Two discusses cases of anger without the retributive element and how Nussbaum might respond to these cases. We will see how we can be angry at something within our circle of concern but simply want an end to the issue such as a war. This may not involve retribution but still generates anger. I discuss how we can be angry at a flatmate or family member but not want retribution. “Self-Retributive anger” comes up as another case where there does not seem to be retribution involved in anger towards the self. I also discuss here what retribution might consist of and how Nussbaum’s view is unclear on this. The conclusion will summarise the objections to Nussbaum’s view and the objections to that view culminating in a request for further empirical research to determine if we can establish the nature of the feeling of anger in humans. (shrink)

This paper discusses the rhetorical problems teachers face in presenting Socratic activity to students, and it then argues that parallel problems arise in presenting liberal education to many academic colleagues. Given the nature of philosophy and the nature of expertise in today’s academy, most academics will not understand, and perhaps be hostile to, philosophy, and philosophers may sometimes seem to them both arrogant and ignorant. The contemporary academy, dominated by assumptions Weber articulates in "Science as a Vocation," does not make (...) room for philosophical activity and practitioners of philosophy in the classroom (in various departments) must adopt rhetorically appropriate postures in order to create safe spaces for Socratic activity. (shrink)

Quality education needs quality teachers to achieve success. Thus, this study determined the factors related to the teachers’ performance in delivering the K to 12 Curriculum in the Narra del Sur district, Palawan, Philippines. A descriptive-correlational research design was employed, with a sample of 132 randomly selected public elementary teachers. The study used frequency counts and percentages, arithmetic mean and standard deviation, and Spearman’s rho to analyze and draw conclusions from the data. The findings revealed a correlation between the respondents’ (...) age and their utilization of teaching materials and ICT. The number of pupils taught was correlated with teachers’ commitment, while number of pupils taught, position, highest educational attainment, and length of service were related to the respondents’ performance. The main problem encountered by the respondents was excessive workloads, paperwork, and reports. To solve the problem teachers encountered in delivering the K to 12 Curriculum, the respondents preferred preparing a work plan and allocating time to daily and weekly tasks to avoid excessive workloads. These results may aid policymakers and curriculum developers in the Department of Education to make relevant enhancements to the factors that affect teachers’ performance in curriculum delivery. (shrink)

In this paper, we argue that to properly understand our commitment to a principle of free speech, we must pay attention to what should count as speech for the purposes of such a principle. We defend the view that ‘speech’ here should be a technical term, with something other than its ordinary sense. We then offer a partial characterization of this technical sense. We contrast our view with some influential views about free speech , and show that our view has (...) distinct advantages. Finally, we consider racist hate speech. Here, we argue that if certain theorists are right about what some racist hate speech does, then such speech should fall outside the scope of the free speech principle, and so, should be as regulable as any non-speech action. (shrink)

Government transparency and accountability during Covid 19: The data underpinning decisions.

Why interdisciplinary research in AI is so important, according to Jurassic Park. -/- “Your scientists were so preoccupied with whether or not they could, they didn’t stop to think if they should.” -/- I think this quote resonates with us now more than ever, especially in the world of technological development. The writers of Jurassic Park were years ahead of their time with this powerful quote. -/- As we build new technology, and we push on to see what can actually (...) be achieved there is an undertone of sales to whatever we build. The end product must be sold somewhere and to someone. This can derail any good intentions, just as building a resort full of dinosaurs was sold as a fun attraction, we see later in the film that it became a resort of terror. -/- In the field of AI we are certainly late to the party with ethics and regulation. Indeed, even existing modelling protocols have been, in many cases, circumvented or potentially ignored. This has led to a widening of the gap in the interdisciplinary field of AI. This is compounded by pop culture representations of AI and the Ethicist’s potential lack of knowledge surrounding technical progression in the field of AI. There are now seemingly two separate branches that ought to be in sync. The first branch is a group of Philosophers led by the Author of Superintelligence, Nick Bostrom, who believe that there is a singularity where AI takes over the world and starts to kill off humans. The second branch is the Technical Cohort who are led by companies such as Google and Deepmind. The remit of these developers is to see what can be developed and produced. Ultimately a separate sales team will determine what products can be sold. -/- We have seen multiple failures of AI due to lack of interdisciplinary discourse. Some cases include misallocated or cut off financial support and healthcare. This indicates the prevalence of issues that can grow and become ever more complex. -/- So, we have to ask ourselves two questions: One, do the Philosophers have a point? Two, does that point refer to humans programming AI in such a way that the destruction of the human race is its optimal aim in order to create a better future world? -/- Is the development of AI that different to an island of genetically engineered Dinosaurs? -/- The only solution, in my view, is interdisciplinary discourse. (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)

Charles Darwin hat eindrucksvoll gezeigt, dass der Mensch ebenso wie alle anderen Lebewesen ein Produkt der biologischen Evolution ist. Die sich an Darwin anschließende Forschung hat außerdem plausibel gemacht, dass sich nicht nur viele der körperlichen Merkmale des Menschen, sondern auch (zumindest einige) seiner Verhaltensdispositionen in adaptiven Selektionsprozessen herausgebildet haben. Die Vorstellung, dass auch die menschliche Moralität evolutionär bedingt ist, scheint daher auf den ersten Blick ganz überzeugend. Schließlich hat die Evolutionstheorie in den vergangenen Jahrzehnten in vielen Bereichen (auch außerhalb (...) der Biologie) ihre weitreichende Bedeutung unter Beweis gestellt. Warum sollte, so könnte man beispielsweise fragen, gerade die Fähigkeit des Menschen, moralische Normen aufzustellen und gemäß ihnen zu handeln, nicht evolutionär erklärt werden können? Und warum sollte eine solche evolutionäre Erklärung der menschlichen Moralität irrelevant für die Rechtfertigung moralischer Normen sein? Warum sollte die Ethik eine Bastion der Philosophen bleiben, für die evolutionsbiologische Forschungsergebnisse über den Menschen und seine nächsten Verwandten keinerlei Relevanz besitzen? (shrink)

Background: Besides regulatory learning skills, learning also requires students to relate to their social context and negotiate it as they transition and adjust to medical training. As such, there is a need to consider and explore the role of social and cultural aspects in student learning, particularly in problem-based learning, where the learning paradigm differs from what most students have previously experienced. In this article, we report on the findings of a study exploring first-year medical students’ experiences during the first (...) semester of an undergraduate problem-based learning medical program at an African medical school. Method: We employed a qualitative case study approach using in-depth interviews with 23 first-year medical students. Participants ranged in age from 18 to 25 years. All students were bi/multilingual (some spoke three to five languages), with English as the learning language. We conducted an inductive thematic analysis to systematically identify and analyze patterns in the data using the Braun and Clarke framework. Results: Before medical school, students worked hard to compete for admission to medical school, were primarily taught using a teacher-centered approach, and preferred working alone. At the beginning of medical school, students found it challenging to understand the problem-based learning process, the role of the case, speaking and working effectively in a group, managing a heavy workload, and taking increased responsibility for their learning. By the end of the first semester, most students were handling the workload better, were more comfortable with their peers and facilitators, and appreciated the value of the problem-based learning approach. Conclusions: Our study highlights the importance of interrogating contextual sociocultural factors that could cause tension when implementing problem-based learning in non-western medical schools. Adjustment to problem-based learning requires a conceptual and pedagogic shift towards learner-centered practice, particularly concerning self direction, the role of the case, and collaborative learning. As such, there is a need to develop and implement research informed learning development programs that enable students to reflect on their sociocultural beliefs and practices, and enhance their regulatory learning competence to optimize meaningful and early engagement with the problem based learning process. (shrink)

This is a contribution to the encyclopedia of systems biology on dispositions.

For synergistic interactions between humans and artificial intelligence (AI) systems, AI outputs often need to be explainable to people. Explainable AI (XAI) systems are commonly tested in human user studies. However, whether XAI researchers consider potential cultural differences in human explanatory needs remains unexplored. We highlight psychological research that found significant differences in human explanations between many people from Western, commonly individualist countries and people from non-Western, often collectivist countries. We argue that XAI research currently overlooks these variations and that (...) many popular XAI designs implicitly and problematically assume that Western explanatory needs are shared cross-culturally. Additionally, we systematically reviewed over 200 XAI user studies and found that most studies did not consider relevant cultural variations, sampled only Western populations, but drew conclusions about human-XAI interactions more generally. We also analyzed over 30 literature reviews of XAI studies. Most reviews did not mention cultural differences in explanatory needs or flag overly broad cross-cultural extrapolations of XAI user study results. Combined, our analyses provide evidence of a cultural bias toward Western populations in XAI research, highlighting an important knowledge gap regarding how culturally diverse users may respond to widely used XAI systems that future work can and should address. (shrink)