Engineering programs in the United States have been experimenting with diverse pedagogical approaches to educate future professional engineers. However, a crucial dimension of ethics education that focuses on the values, personal commitments, and meaning of engineers has been missing in many of these pedagogical approaches. We argue that a value-based approach to professional ethics education is critically needed in engineering education, because such an approach is indispensable for cultivating self-reflective and socially engaged engineers. This paper starts by briefly comparing two (...) prevalent approaches to ethics education in science and engineering: professional and philosophical. While we acknowledge that both approaches help meet certain ethics education objectives, we also argue that neither of these is sufficient to personally engage students in authentic moral learning. We make the case that it is important to connect ethics education to the heart, which is extensively driven by values, and present a value-based approach to professional ethics education. We provide some classroom practices that cultivate a safe, diverse, and engaging learning environment. Finally, we discuss the implications of a value-based approach to professional ethics education for curriculum design and pedagogical practice, including opportunities and challenges for engineering faculty eager to incorporate value-based inquiry into their classrooms. (shrink)

This paper provides an empirical and conceptual account on seeing machine learning models as part of a sociotechnical system to identify relevant vulnerabilities emerging in the context of use. As ML is increasingly adopted in socially sensitive and safety-critical domains, many ML applications end up not delivering on their promises, and contributing to new forms of algorithmic harm. There is still a lack of empirical insights as well as conceptual tools and frameworks to properly understand and design for the impact (...) of ML models in their sociotechnical context. In this paper, we follow a design science research approach to work towards such insights and tools. We center our study in the financial industry, where we first empirically map recently emerging MLOps practices to govern ML applications, and corroborate our insights with recent literature. We then perform an integrative literature research to identify a long list of vulnerabilities that emerge in the sociotechnical context of ML applications, and we theorize these along eight dimensions. We then perform semi-structured interviews in two real-world use cases and across a broad set of relevant actors and organizations, to validate the conceptual dimensions and identify challenges to address sociotechnical vulnerabilities in the design and governance of ML-based systems. The paper proposes a set of guidelines to proactively and integrally address both the dimensions of sociotechnical vulnerability, as well as the challenges identified in the empirical use case research, in the organization of MLOps practices. (shrink)

This paper investigates the fundamental idea at stake in current bioeconomies such as Europe's Bio-Based Economy (BBE). We argue that basing an economy upon ecology is an ambivalent effort, causing confusion and inconsistencies, and that the dominant framing of the damaged biosphere as a market-failure in bioeconomies such as the BBE is problematic. To counter this dominant narrative, we present alternative conceptualisations of bio-economies and indicate which concepts are overlooked. We highlight the specific contradictions and discrepancies in the relation between (...) economy and ecology, and then work towards outlining a genuine and consistent conceptualisation of the BBE. The philosophical perspective of Emmanuel Levinas is employed to develop a more profound understanding of the tensions at stake; Levinas' work is compared with that of Nicholas Georgescu-Roegen's work on bioeconomics, and found to be of complementary value. Our hypothesis is that, rather than the impossible, absolute amalgamation of economy and ecology striven for today, a principal heterogeneity between humankind and nature must be acknowledged if a bioeconomy that truly operates within the carrying capacity of planet Earth is to be achieved. (shrink)

In an increasingly fragmented media environment, some issues stand out and generate huge publicity for a limited period of time. Using Scannell's categories, event and happening, the article analyses two cases – the 1994 Olympic Winter Games and the death of Princess Diana. It is argued that they, in order to account for audience involvement and the complexity of meanings, should be analyzed in relation to the discourses and narrative developments across different media that embed the main, televised, moments. It (...) is also argued that today's proliferation of media channels and the presence of new media can contribute to increasing attention and involvement of the audience. Ceremonial media events that previously dominated have moved in two directions: integrative, entertainment oriented events organized by the media and disaster events. (shrink)

The introduction of novel diagnostic techniques in clinical domains such as genomics and radiology has led to a rich ethical debate on how to handle unsolicited findings that result from these innovations. Yet while unsolicited findings arise in both genomics and radiology, most of the relevant literature to date has tended to focus on only one of these domains. In this article, we synthesize and critically assess similarities and differences between “scanning the body” and “sequencing the genome” from an ethical (...) perspective. After briefly describing the novel diagnostic contexts leading to unsolicited findings, we synthesize and reflect on six core ethical issues that relate to both specialties: terminology; benefits and risks; autonomy; disclosure of unsolicited findings to children; uncertainty; and filters and routine screening. We identify ethical rationales that pertain to both fields and may contribute to more ethically sound policies. Considerations of preserving public trust and ensuring that people perceive healthcare policies as fair also support the need for a combined debate. (shrink)

In ancient China, the preparation of food and the offering up of food as a religious sacrifice were intimately connected with models of sagehood and ideas of self-cultivation and morality. Drawing on received and newly excavated written sources, Roel Sterckx's book explores how this vibrant culture influenced the ways in which the early Chinese explained the workings of the human senses, and the role of sensory experience in communicating with the spirit world. The book, which begins with a survey (...) of dietary culture from the Zhou to the Han and offers some intriguing insights into the ritual preparation of food--some butchers and cooks were highly regarded and would rise to positions of influence as a result of their culinary skills--and the sacrificial ceremony itself. As a major contribution to the study of early China and to the development of philosophical thought, the book will be essential reading for students of the period, and for anyone interested in ritual and religion in the ancient world"--Provided by publisher. (shrink)

Three experiments examined whether the mere priming of potential action effects enhances people’s feeling of causing these effects when they occur. In a computer task, participants and the computer independently moved a rapidly moving square on a display. Participants had to press a key, thereby stopping the movement. However, the participant or the computer could have caused the square to stop on the observed position, and accordingly, the stopped position of the square could be conceived of as the potential effect (...) resulting from participants’ action of pressing the stop key. The location of this position was primed or not just before participants had to stop the movement. Results showed that priming of the position enhanced experienced authorship of stopping the square. Additional experimentation demonstrated that this priming of agency was not mediated by the goal or intention to produce the effect. (shrink)

Many philosophers of education emphasise the impossibility to really ‘solve’ philosophical—and with that, educational—problems these days. Philosophers have been trying to give philosophy a new, constructive turn in the face of this insolvability. This paper focuses on irony-based approaches that try to exploit the very uncertainty of philosophical issues to further philosophical understanding. We will first briefly discuss a few highlights of historical uses of irony as a philosophical tool. Then we concentrate on two different interpretations of irony, formulated by (...) Bransen and Rorty, that aim at gaining insight into how we make meaning of the world, while at the same time recognising that such an understanding would be impossible. After discussing some problematic aspects of these interpretations a third interpretation of irony is developed, based on a third view of the nature of meaning-making. Following these three interpretations, we will discuss their philosophical merits and the different kinds of insight they can produce for philosophy of education. (shrink)

This article highlights two aspects of the language used in Classical Greek literary sources to discuss pitched battle. First, the sources regularly use unqualified forms of the verb kinduneuein, “to take a risk,” when they mean fighting a battle. They do so especially in contexts of deliberation about the need to fight. Second, they often describe the outcome of major engagements in terms of luck, fate, and random chance, at the explicit expense of human agency. Taken together, these aspects of (...) writing on war suggest that pitched battle was seen as an inherently risky course of action with unacceptably unpredictable results, which was therefore best avoided. Several examples show that the decision to fight was indeed evaluated in such terms. This practice casts further doubt on the traditional view that Greek armies engaged in pitched battles as a matter of principle. (shrink)

The potential role of locus equations in three existing models of human classification behavior is examined. Locus equations can play a useful role in single-prototype and boundary-based models for human consonant recognition by reducing model complexity.

One of the many puzzles philosophy is dealing with is how meaning comes about. An increasing number of investigations in cogni-tive science indicate that the body plays a central role in grounding the meaning of concepts and language. Particularly there are many indica-tions that our abilities to move, perceive and act upon the world are di-rectly related to our capacity to understand linguistic expressions. In this paper we will review some of the more salient findings in this area of re-search (...) and indicate their consequences for the debate about how mean-ing and body are related. (shrink)

Through the exponential growth in digital devices and computational capabilities, big data technologies are putting pressure upon the boundaries of what can or cannot be considered acceptable from an ethical perspective. Much of the literature on ethical issues related to big data and big data technologies focuses on separate values such as privacy, human dignity, justice or autonomy. More holistic approaches, allowing a more comprehensive view and better balancing of values, usually focus on either a design-based approach, in which it (...) is tried to implement values into the design of new technologies, or an application-based approach, in which it is tried to address the ways in which new technologies are used. Some integrated approaches do exist, but typically are more general in nature. This offers a broad scope of application, but may not always be tailored to the specific nature of big data related ethical issues. In this paper we distil a comprehensive set of ethical values from existing design-based and application-based ethical approaches for new technologies and further focus these values to the context of emerging big data technologies. A total of four value lists were selected for this. The integrated list consists of a total of ten values: human welfare, autonomy, non-maleficence, justice, accountability, trustworthiness, privacy, dignity, solidarity and environmental welfare. Together, this set of values provides a comprehensive and in-depth overview of the values that are to be taken into account for emerging big data technologies. (shrink)

8-9 January 2013 at the Vrije Universiteit Amsterdam, a seminar took place bringing together people from various parts of the world, various disciplines, and various academic and non-academic professions — philosophers, economists, theologians, historians, social scientists as well as bankers, businessmen, investors and others — to analyze and discuss the economic crisis as it developed in the aftermath ofthe American financial crisis of 2008. An explicit goal was as well to bring together people from various generations, to facilitate and promote (...) a true ‘intergenerational dialogue’. The title of the seminar was ‘Economics, Christianity & the Crisis: Towards a New Architectonic Critique’. More specifically, the aim of the seminar was to develop Christianly inspired reflections on the crisis. An insight that was foundational for the seminar was that the 2008 credit crisis not only was a crisis in the economy, but implied also a crisis in the basic concepts and assumptions that underlie our contemporary thinking about economics, economics as a science as well as economics as a social domain. The crisis, as it erupted and evolved, simultaneously raised urgent questions at the macro- or system-level, at the intermediate level of behavior of banks and corporations, and at the level of personal morality, the vices and virtues involved in business transactions. (shrink)

In this article we examine the effectiveness of consent in data protection legislation. We argue that the current legal framework for consent, which has its basis in the idea of autonomous authorisation, does not work in practice. In practice the legal requirements for consent lead to ‘consent desensitisation’, undermining privacy protection and trust in data processing. In particular we argue that stricter legal requirements for giving and obtaining consent as proposed in the European Data protection regulation will further weaken the (...) effectiveness of the consent mechanism. Building on Miller and Wertheimer’s ‘Fair Transaction’ model of consent we will examine alternatives to explicit consent. (shrink)

In this paper, we carry out a critical analysis of the concept of technology in the current design of the bio-based economy (BBE). Looking at the current status of the BBE, we observe a dominant focus on technological innovation as the principal solution to climatic instability. We take a critical stance towards this “ecomodernist” worldview, addressing its fundamental assumptions, and ofer an underarticulated explanation as to why a successful transition toward a sustainable BBE—i.e. one that fully operates within the Earth’s (...) carrying capacity—has not yet been reached. Bernard Stiegler has developed a philosophical perspective on the concept of economy, broadening it to include the human condition through the notion of desire. This theory can help to obtain a more profound understanding of why ecomodernist strategies are dominant today. Stiegler’s theory of the libidinal economy ofers an analysis of controlled and exploited human desire as a primary driver behind modern techno-economic structures. Our hypothesis is that a critique of contemporary technofxism as a critique of libidinal economy is a necessary step to take in the discussion around the BBE as a concept, if the BBE is ever to bring about a system that can truly operate within the Earth’s carrying capacity. (shrink)

Increasing numbers of decisions about everyday life are made using algorithms. By algorithms we mean predictive models (decision rules) captured from historical data using data mining. Such models often decide prices we pay, select ads we see and news we read online, match job descriptions and candidate CVs, decide who gets a loan, who goes through an extra airport security check, or who gets released on parole. Yet growing evidence suggests that decision making by algorithms may discriminate people, even if (...) the computing process is fair and well-intentioned. This happens due to biased or non-representative learning data in combination with inadvertent modeling procedures. From the regulatory perspective there are two tendencies in relation to this issue: (1) to ensure that data-driven decision making is not discriminatory, and (2) to restrict overall collecting and storing of private data to a necessary minimum. This paper shows that from the computing perspective these two goals are contradictory. We demonstrate empirically and theoretically with standard regression models that in order to make sure that decision models are non-discriminatory, for instance, with respect to race, the sensitive racial information needs to be used in the model building process. Of course, after the model is ready, race should not be required as an input variable for decision making. From the regulatory perspective this has an important implication: collecting sensitive personal data is necessary in order to guarantee fairness of algorithms, and law making needs to find sensible ways to allow using such data in the modeling process. (shrink)

The legal basis for processing personal data and some other types of Big Data is often the informed consent of the data subject involved. Many data controllers, such as social network sites, offer terms and conditions, privacy policies or similar documents to which a user can consent when registering as a user. There are many issues with such informed consent: people get too many consent requests to read everything, policy documents are often very long and difficult to understand and users (...) feel they do not have a real choice anyway. Furthermore, in the context of Big Data refusing consent may not prevent predicting missing data. Finally, consent is usually asked for when registering, but rarely is consent renewed. As a result, consenting once often implies consent forever. At the same time, given the rapid changes in Big Data and data analysis, consent may easily get outdated. This paper suggests expiry dates for consent, not to settle questions, but to put them on the table as a start for further discussion on this topic. Although such expiry dates may not solve all the issues of informed consent, they may be a useful tool in some situations. (shrink)

Table of Contents -- Acknowledgments -- Abbreviations -- Introduction, by Olivia Custer, Penelope Deutscher, and Samir Haddad -- Part I: Openings -- 1. The Foucault-Derrida Debate on the Argument Concerning Madness and Dreams, by Pierre Macherey -- 2. Looking Back at History of Madness, by Lynne Huffer -- 3. Violence and Hyperbole: From "Cogito and the History of Madness" to The Death Penalty, by Michael Naas -- Part II: Surviving the Philosophical Problem: History Crosses Transcendental Analysis.

Models of global governance abound: expert governance, networked governance, algorithmic governance, and old-fashioned juridico-political governance vie for explanatory power. This article takes up style as a way of analysing configurations of governance that do not readily fit a particular model of governance. Style is particularly revealing when it comes to deliberately unspecified or over-specified, genre-busting, and bet-hedging ways of imagining governance. The UN’s use of the phrase ‘convening power’ is a case in point. This article looks at how the UN (...) has styled itself as a convening power in the area of counter-terrorism governance. A visual analysis of promotional materials for the UN’s Counter-Terrorism Week suggests that the UN’s self-styling as a convening power is shaped by anxieties as well as aspirations. (shrink)

In contrast to the dominant way of thinking in economics, in which economics is seen as a positive or neutral science, this paper argues that economics is a discipline that has its own normativity. This economic normativity should be distinguished from what is usually considered as ethics, which normally has a broader scope. This paper further argues that the budget constraint is a key source of economic normativity, although it is not the only source. Economic-theoretical and philosophical aspects are discussed, (...) and consequences for economic life and policy are assessed. (shrink)

It is generally assumed that storing predictive relations between two events in memory as bi-directional associations does not require conscious awareness of this relation, whereas the formation of unidirectional associations that capture the direction of the relation does. This study reports a set of experiments demonstrating that unidirectional associations can be formed even when awareness of the relation is actively prevented, if attention is “tuned” to process predictive relations. When participants engaged in predicting targets based on cues in an unrelated (...) task before the actual acquisition phase, unidirectional associations were formed during this acquisition phase even though E1 was presented subliminally. This suggests that although processing the relation between events may often be accompanied by awareness of this relation, awareness is not a prerequisite for the formation of unidirectional associations. (shrink)

Understanding the evangelical framework for business ethics is important, since business evangelicals are well positioned to exercise considerable future influence. This article develops the context for understanding evangelical business ethics by examining their history, theology and culture. It then relates the findings to evangelical foundations for business ethics. The thesis is that business ethics, as practiced by those in the evangelical community, has developed inductively from a base of applied experience. As a result, emphases on piety, witnessing, tithing, and neighborliness, (...) important foundations in the evangelical model for business ethics, have resulted in a multitude of applied ethical strategies. This operative ethics model is then evaluated, particularly in regarding to its limited focus on the fundamental purposes and structures of business. The article concludes with several recommended sources which can enrich the evangelical tradition of business ethics, suggesting many resources from the Reformed Christian tradition as well as other ideas from contemporary Protestant and Catholic thinkers. (shrink)

In this paper, we carry out a critical analysis of the concept of technology in the current design of the bio-based economy (BBE). Looking at the current status of the BBE, we observe a dominant focus on technological innovation as the principal solution to climatic instability. We take a critical stance towards this “ecomodernist” worldview, addressing its fundamental assumptions, and offer an underarticulated explanation as to why a successful transition toward a sustainable BBE—i.e. one that fully operates within the Earth’s (...) carrying capacity—has not yet been reached. Bernard Stiegler has developed a philosophical perspective on the concept of economy, broadening it to include the human condition through the notion of desire. This theory can help to obtain a more profound understanding of why ecomodernist strategies are dominant today. Stiegler’s theory of the libidinal economy offers an analysis of controlled and exploited human desire as a primary driver behind modern techno-economic structures. Our hypothesis is that a critique of contemporary technofixism _as_ a critique of libidinal economy is a necessary step to take in the discussion around the BBE as a concept, if the BBE is ever to bring about a system that can truly operate within the Earth’s carrying capacity. (shrink)

Custers and Aarts demonstrated that whether predictive relations between two events are stored in memory as unidirectional or bi-directional structures does not depend on awareness, but on attention. Here, the role of attention and top-down processes in producing these effects are investigated more closely.

Abstract:With his essay “Agrarverhältnisse im Altertum,” Max Weber pushed the scholarly narrative of the rise of the Ancient Greek polis closer to what was to become the paradigm of the twentieth century: that the unique political development of Greece followed from the rise of a new kind of warrior, the hoplite. But the scholars who would enshrine this “hoplite revolution” theory seem to have been ignorant of Weber. His prescient work is never cited on this subject. This article explores the (...) contemporary origins and Weberian nature of a forgotten version of the “hoplite revolution” theory. (shrink)

Name der Zeitschrift: Klio Jahrgang: 98 Heft: 1 Seiten: 300-301.

In Herodotus' royal council scene, where Xerxes decides whether or not to punish the Greeks, the king's cousin and adviser Mardonius is made to say these famous lines (Hdt. 7.9β.1):καίτοι [γε] ἐώθασι Ἕλληνες, ὡς πυνθάνομαι, ἀβουλότατα πολέμους ἵστασθαι ὑπό τε ἀγνωμοσύνης καὶ σκαιότητος. ἐπεὰν γὰρ ἀλλήλοισι πόλεμον προείπωσι, ἐξευρόντες τὸ κάλλιστον χωρίον καὶ λειότατον, ἐς τοῦτο κατιόντες μάχονται, ὥστε σὺν κακῷ μεγάλῳ οἱ νικῶντες ἀπαλλάσσονται· περὶ δὲ τῶν ἑσσουμένων οὐδὲ λέγω ἀρχήν, ἐξώλεες γὰρ δὴ γίνονται.Yet, the Greeks do wage war, (...) I hear, and they do so senselessly, in their poor judgement and stupidity. When they have declared war against each other, they find the finest, flattest piece of land and go down there and fight, so that the victors come off with terrible loss—I will not even begin to speak of the defeated, for they are utterly destroyed.This passage has long been one of the pillars of the ‘orthodox’ view of Greek warfare. It appears to describe a very peculiar way of war, in which conflicts were resolved by single battles at prearranged times, fought on open ground where neither side had an advantage. Fairness counted for more than tactical skill; all conditions were made equal, so that the winners could truly claim to be the braver and stronger men. The result, as Mardonius stressed, was needlessly bloody—but it was quintessentially Greek. Modern authors have argued that this ‘agonistic’ style of fighting, this ‘wonderful, absurd conspiracy’ of open hoplite battle, determined the shape of Greek warfare until the long and hard-fought Peloponnesian War changed the rules. (shrink)

Technological developments increasingly enable monitoring and steering the behavior of individuals. Enforcement of the law by means of technology can be much more effective and pervasive than enforcement by humans, such as law enforcement officers. However, it can also bypass legislators and courts and minimize any room for civil disobedience. This significantly reduces the options to challenge legal rules. This, in turn, can impede the development of legal systems. In this paper, an analogy is made with evolutionary biology to illustrate (...) that the possibility to deviate from legal rules and existing norms is sometimes necessary for the further development of legal systems. Some room to break the law, for instance, through civil disobedience or imperfect enforcement of the law, will ensure sufficient variation. This allows for properly evolving legal systems that can continue to provide fair solutions, even when society and concepts of fairness further develop. (shrink)