Providing meaningful and actionable explanations for end-users is a situated problem requiring the intersection of multiple disciplines to address social, operational, and technical challenges. However, the explainable artificial intelligence community has not commonly adopted or created tangible design tools that allow interdisciplinary work to develop reliable AI-powered solutions. This paper proposes a formative architecture that defines the explanation space from a user-inspired perspective. The architecture comprises five intertwined components to outline explanation requirements for a task: (1) the end-users’ mental models, (...) (2) the end-users’ cognitive process, (3) the user interface, (4) the Human-Explainer Agent, and (5) the agent process. We first define each component of the architecture. Then, we present the Abstracted Explanation Space, a modeling tool that aggregates the architecture’s components to support designers in systematically aligning explanations with end-users’ work practices, needs, and goals. It guides the specifications of what needs to be explained (content: end-users’ mental model), why this explanation is necessary (context: end-users’ cognitive process), to delimit how to explain it (format: Human-Explainer Agent and user interface), and when the explanations should be given. We then exemplify the tool’s use in an ongoing case study in the aircraft maintenance domain. Finally, we discuss possible contributions of the tool, known limitations or areas for improvement, and future work to be done. (shrink)

Célestin Freinet a été arrêté le 20 mars 1940 comme militant communiste, sur ordre du Préfet des Alpes-Maritimes, et interné dans divers camps du sud de la France jusqu'au mois d'octobre 1941. C'est à " former en l'enfant l'homme de demain ", un enfant plus instruit, plus responsable, plus heureux, que s'est attaché cet infatigable promoteur d'une pédagogie nouvelle coopérative. On retrouvera dans ces lettres l'essentiel de la réflexion éducative contenant en germe ses deux ouvrages majeurs, " l'éducation du travail (...) " et " Essai de psychologie sensible ", écrits lorsque Freinet est assigné à résidence en 1941. Mais le témoignage de cet esprit pénétrant et engagé est également remarquable pour sa valeur historique : son regard éclaire sous un jour encore assez peu connu, la misère morale et matérielle des internés, leurs souffrances et leur détresse, leur puissance à résister aussi. Ce volume épistolaire intéressera à la fois tous les curieux de l'œuvre de Freinet, tous ceux que l'éducation nouvelle et la rénovation de l'enseignement préoccupent, et ceux que ne laisse pas indifférents cette période dramatique de notre Histoire racontée au jour le jour, et à laquelle Elise Freinet apporte un écho attentif et émouvant. (shrink)

Emotional states of consciousness, or what are typically called emotional feelings, are traditionally viewed as being innately programed in subcortical areas of the brain, and are often treated as different from cognitive states of consciousness, such as those related to the perception of external stimuli. We argue that conscious experiences, regardless of their content, arise from one system in the brain. On this view, what differs in emotional and non-emotional states is the kind of inputs that are processed by a (...) general cortical network of cognition, a network essential for conscious experiences. Although subcortical circuits are not directly responsible for conscious feelings, they provide non-conscious inputs that coalesce with other kinds of neural signals in the cognitive assembly of conscious emotional experiences. In building the case for this proposal, we defend a modified version of what is known as the higher-order theory of consciousness. (shrink)

In In their article Morain and Largent suggest looking “beyond the investigator-participant dyad” to understand the ethical obligations in embedded research using Electronic Health Record (EHR) dat...

In this work, we question the ability of existing ranking-based semantics to capture persuasion settings, emphasising in particular the phenomena of procatalepsis and of fading. Some widely accepted principles of ranking-based semantics are incompatible with a faithful treatment of these phenomena, which means that no existing ranking-based semantics can capture these two principles together. This motivates us to introduce a new parametrized ranking-based semantics based on the notion of propagation which extends the existing propagation semantics 139–150) by adding an additional (...) parameter allowing us to gradually decrease the impact of arguments when the length of the path between two arguments increases. We show that this parameter gives the possibility of choosing if one wants to satisfy the property Void Precedence or not and to control the scope of the impact of the arguments. We also propose an experiment to show that the new semantics remains stable when this parameter varies and an axiomatic evaluation to compare it with existing ranking-based semantics in the literature. (shrink)

Wolff advocates the mathematical method, which consists in chains of syllogisms that proceed from axioms and definitions to theorems, for achieving scientific certainty in branches of philosophy like ontology and physics. By contrast, in ‘The Discipline of Pure Reason in its Dogmatic Use’ Kant significantly limits the efficacy of this method in philosophy. In this paper I investigate an under-examined result of the Discipline: Kant’s claim that his system of philosophy does not contain “dogmata”. By identifying “dogmata” in Wolff’s system (...) of physics, I argue that, for Kant, they are propositions that uncritically deploy ideas of reason. I conclude that the Discipline extends criticisms raised in the Transcendental Dialectic to any erroneous use of the mathematical method in philosophy. (shrink)

This essay bridges together social network and institutional perspectives to examine how women on boards, by breaking up directors’ homophilous networks, contribute to board effectiveness. It proposes that through real and symbolic representations, women enhance perceptions of the board’s instrumental, relational, and moral legitimacy, leading to increased perceptions of the board’s trustworthiness which in turn fosters shareholders’ trust in the firm. Envisioning the gender diversification of boards as an event of institutional change, this article considers the critical role of shareholder (...) activists and legislative support from the SEC in the deinstitutionalization of old boys’ networks and the reinstitutionalization of gender diverse boards. This work is substantiated with evidence obtained through 34 semi-structured interviews, archival and documentary evidence. (shrink)

La volonté de construire une philosophie critique de l histoire est au c ur de la philosophie de Walter Benjamin. De sa dissertation doctorale aux thèses Sur le concept d histoire, Benjamin s est attelé à la tâche de comprendre et de construire les modes de réalisation d une histoire critique en rupture avec une tradition dédiée à la modernité. Cet ouvrage vise à reconstruire les différentes étapes épistémologiques de cette construction majeure et innovante face au modernisme toujours prévalant actuellement (...) dans ce domaine. Trois niveaux de critique sont identifiés qui concernent respectivement le contenu, la forme et la pratique de la critique. Il en ressort que la critique de la critique est le geste philosophique fondamental qui analyse et structure l activité critique en dissociant les différentes opérations à l uvre dans cette dernière. Ce geste philosophique premier ne concerne ni la dénonciation ni la rectification partielle d une situation d oppression mais constitue réellement son émancipation. Il vise la transformation du sujet lui-même dans et par son rôle d intervenant dans l'histoire. C'est en cherchant à trouver et mobiliser les ressources d apprentissage chez le sujet que le geste critique premier parvient à dépasser l'oppression et à engager la production d'une nouvelle forme de vivre ensemble. *** Der Wille, eine kritische Philosophie der Geschichte zu entwerfen, steht im Zentrum der Philosophie Walter Benjamins. Ausgehend von seiner Doktorarbeit bis hin zu seinen Thesen Über den Begriff der Geschichte, hat Benjamin es sich zur Aufgabe gemacht, die verschiedenen Arten der Verwirklichung einer kritischen Geschichte, die mit der Tradition der Moderne bricht, zu verstehen und zu entwerfen. Das vorliegende Werk versucht, die verschiedenen erkenntnistheoretischen Etappen dieses bedeutenden und innovativen Entwurfs, angesichts des heute immer noch auf diesem Gebiet vorherrschenden Modernismus, nachzuzeichnen. Drei Ebenen der Kritik werden identifiziert, die jeweils den Inhalt, die Form und die Praxis der Kritik betreffen. Daraus ergibt sich, dass die Kritik der Kritik die fundamentale philosophische Geste ist, die die kritische Vorgehensweise analysiert und strukturiert, indem sie die verschiedenen Arbeitsschritte in dieser letzteren voneinander trennt. Diese grundlegende philosophische Geste bedeutet weder die Denunziation noch die partielle Rechtfertigung einer Situation der Unterdrückung, sondern stellt in Wirklichkeit ihre Emanzipation dar. Sie hat das Ziel, das Subjekt selbst in und durch seine Rolle zu verwandeln, die darin besteht, in die Geschichte einzugreifen. Indem sie die Quellen der Lernprozesse beim Subjekt sucht und mobilisiert, gelingt es der grundlegenden kritischen Geste, die Unterdrückung zu überwinden und sich für die Einrichtung einer neuen Form des Zusammenlebens einzusetzen. (shrink)

This essay assesses the possibilities for poetic-liturgical compositions, such as requiems, to promote Christian public engagement when legal frameworks are perceived to be inadequate for securing justice. This essay addresses the perception that legal statutes and procedures failed to honor the personhood of two particular African American males and discusses how aesthetic responses have been used to counter the devaluing of their lives. One such response, Marilyn Nelson's poem Fortune's Bones: The Manumission Requiem, questions the law's failure to protect an (...) eighteenth-century enslaved man. Another requiem memorializes Michael Brown after the teen's killing by a police officer in 2014. This essay discusses these particular aesthetic responses and then evaluates the possibilities for the requiem as a Christian practice of civic engagement by appropriating Charles Mathewes's articulation of hopeful citizenship. In cases when the law is perceived to be complicit in devaluing African American personhood, liturgy can be a meaningful Christian response. (shrink)

Entrer dans le cercle du lecteur de Rousseau suppose moins de faire partie du club restreint de ceux qui « savent l’entendre » que de saisir le caractère circulaire d’une écriture qui prétend ne s’adresser qu’à ceux qui auraient déjà compris. Parce que la reconnaissance de la vérité implique l’écoute du sentiment intérieur, il n’y a éveil d’un savoir que de « cœur à cœur ». Le discours philosophique n’a donc pas pour but d’agir sur le lecteur et de lui (...) « communiquer » une pensée comme on communique un mouvement, mais de lui donner à voir une pensée dans son authenticité. Aussi peut-on dire que l’écriture rousseauiste n’a d’autre dissimulation que sa transparence. (shrink)

The question of stakeholder salience has recently resurfaced in the suggestion that the ethical foundations of corporate cultures result in stakeholder cultures that largely explain how firms allocate resources among stakeholders. The present article seeks to complement this novel approach to understanding stakeholder management by adding insights from the multilevel influences that create the corporate culture in the first place, and ultimately affect managers in their stakeholder decisions. This article draws on cultural theory to examine how the individuals who compose (...) firms present group and grid solidarity that results in cultural biases in the corporate culture. These cultural biases—individualism, hierarchy, fatalism, and egalitarianism—are then paired with the stakeholder cultures they enable, and inferences are extracted concerning the salience managers are likely to accord to various classes of stakeholders as a result. Future research and managerial implications stemming from this new view on stakeholder management conclude this article. (shrink)

How can we think about evil if we exclude free will? Spinoza and Freud define freedom in terms of the understanding of mechanisms arising in a person by necessity. Spinoza's letters to Blijenbergh, analyzed here through a Freudian lens, allow us to formulate a response to this problem.

The essence of who we are depends on our brains. They enable us to think, to feel joy and sorrow, communicate through speech, reflect on the moments of our lives, and to anticipate, plan for, and worry about our imagined futures. Although some of our abilities are comparatively new, key features of our behavior have deep roots that can be traced to the beginning of life. By following the story of behavior, step-by-step, over its roughly four-billion-year trajectory, we come to (...) understand both how similar we are to all organisms that have ever lived, and how different we are from even our closest animal relatives. We care about our differences because they are ours. But differences do not make us superior; they simply make us different. (shrink)

Fitness apps on mobile devices are gaining popularity, as more people are engaging in self-tracking activities to record their status of fitness and exercise routines. These technologies also evolved from simply recording steps and offering exercise suggestions to an integrated lifestyle guide for physical wellbeing, thus exemplify a new era of "quantified self" in the context of health as individual responsibility. There is a considerable amount of literature in science, technology and society (STS) studies looking at this phenomenon from different (...) perspectives, linking it with the sociology of self-surveillance and neoliberal regimes of health. However, the human-technology interface, through which the micro- (behavioral) and macro- (social) aspects converge, still calls for extensive examination. This paper approaches this topic from the postphenomenological perspective, in combination with empirical studies of design analysis and interviews of fitness apps, to reveal the human-technology link between the design elements and people's perception through the direct experiences and interpretations of technology. It argues that the intentionality of self-tracking fitness app designs mediates the human-technology relations by "guiding" people into a quantified knowledge regime. It shapes the perceptions of fitness and health with representations of meanings about a "good life" of individual success and management. This paper also gives a critique of current individual, performance-oriented fitness app designs and offers the possibility of seeking alternatives through the multistable nature of human-technology relations—how altering interpretation and meaning of the design with a cultural or social context could change the form of technological embodiment. (shrink)

In the late nineteenth century, British anthropometrists attempted to normalize the practice of measuring bodies as they sought to collate data about the health and racial makeup of their fellow citizens. As the country’s leading anthropometrists, Francis Galton and Charles Roberts worked to overcome suspicion about their motives and tried to establish the value of recording physical dimensions from their subjects’ perspective. For Galton, the father of the eugenics movement, the attainment of objective self-knowledge figured alongside the ranking of one’s (...) physique and faculties against established norms. The competitive tests at Galton’s anthropometric laboratory were meant to help subjects identify their strengths and weaknesses, ultimately revealing their level of eugenic fitness. Roberts, on the other hand, saw the particular value of anthropometric data in informing economic and social policy, but capitalized on parents’ interest in their children’s growth rates to encourage regular monitoring of their physical development. While both Galton and Roberts hoped that individuals would ultimately furnish experts with their anthropometric data to analyze, they both understood that the public would need to have explained the practical purposes of such studies and to familiarize themselves with their methods. This article argues that while anthropometry did not become a fully domestic practice in this period, it became a more visible one, paving the way for individuals to take an interest in metrical evaluations of their bodies in the coming years. (shrink)

(2013). Evolutionary modules and Bayesian facilitation: The role of general cognitive resources. Thinking & Reasoning: Vol. 19, No. 1, pp. 27-53. doi: 10.1080/13546783.2012.713177.

While there has been significant discussion in the health sciences and ethics literatures about problems associated with publication practices (e.g., ghost- and gift-authorship, conflicts of interest), there has been relatively little practical guidance developed to help researchers determine how they should fairly allocate credit for multi-authored publications. Fair allocation of credit requires that participating authors be acknowledged for their contribution and responsibilities, but it is not obvious what contributions should warrant authorship, nor who should be responsible for the quality and (...) content of the scientific research findings presented in a publication. In this paper, we review arguments presented in the ethics and health science literatures, and the policies or guidelines proposed by learned societies and journals, in order to explore the link between author contribution and responsibility in multi-author multidisciplinary health science publications. We then critically examine the various procedures used in the field to help researchers fairly allocate authorship. (shrink)

Der folgende Text von Elise v. Bernstorff ist als Transmission des Motivs der Scham aus dem Feld Theater in das Feld Schule entstanden. Er beruht auf einer Situation in einer kurzfristig anberaumten Vertretungsstunde in einer zweiten Klasse der Grundschule einer ländlichen Kleinstadt.

Can agents rationally inquire into things that they know? On my view, the answer is yes. Call this view the Compatibility Thesis. One challenge to this thesis is to explain why assertions like “I know that p, but I’m wondering whether p” sound odd, if not Moore-Paradoxical. In response to this challenge, I argue that we can reject one or both premises that give rise to it. First, we can deny that inquiry requires interrogative attitudes. Second, we can deny the (...) ignorance norm, on which agents are not permitted to both know and have interrogative attitudes, such as wondering. I argue that there are compelling reasons to deny the former and reasons to question the latter. Both options pave the way for further work on further inquiry. (shrink)

Over the past two decades, the promotion of collaborative partnerships involving researchers from low and middle income countries with those from high income countries has been a major development in global health research. Ideally, these partnerships would lead to more equitable collaboration including the sharing of research responsibilities and rewards. While collaborative partnership initiatives have shown promise and attracted growing interest, there has been little scholarly debate regarding the fair distribution of authorship credit within these partnerships.

In this ethnography of Full Contact, a San Francisco Bay Area boxing gym, I use Bourdieu’s theory of practice to illustrate how ‘rules of the game’ shape people’s perceptions, interactions and positions (capital). First, I show how the unwritten, unspoken rules of boxing as a field (its doxa) impact readings of bodies and bodily capital, readings that then have an impact on micro-level interactions and hierarchies at Full Contact. Second, I show the micro-level consequences of hysteresis – delays in the (...) realignment of habitus and field that result from change at the field level – on social interactions and hierarchies. Gender is at the core of my analysis, for it is both a fundamental part of my and others’ habitus, and a symbolic trait of significance in the hypermasculine doxa of boxing as a field. (shrink)

This study focuses on a third-party perspective of idiosyncratic deals. More specifically, we look into the differential judgments co-workers make about i-deals in their work environment, as well as their reactions. Based on equity theory, we examine to what extent the content of the i-deal and the work context explain co-worker judgments regarding i-deal fairness in addition to subsequent voice behavior. A vignette study with 1988 respondents shows that when i-deals are considered distributively unfair, co-workers try to restore equity through (...) voice behavior, thereby making the i-deal less effective. Furthermore, i-deals spark more distributive injustice perceptions and voice behavior in a highly interdependent work context. Finally, on average, financial bonuses were considered most distributively unfair and, thus, trigger more voice behavior. These results have important implications for i-deal literature as they uncover the criteria that co-workers use to judge i-deals and shape their reactions. (shrink)

Can you rationally double-check what you already know? In this paper, I argue that you can. Agents can know that something is true and rationally double-check it at the very same time. I defend my position by considering a wide variety of cases where agents double-check their beliefs to gain epistemic improvements beyond knowledge. These include certainty, epistemic resilience, and sensitivity to error. Although this phenomenon is widespread, my proposal faces two types of challenges. First, some have defended ignorance norms, (...) on which agents are only allowed to inquire about things they don't already know. Second – motivated by strong conceptions of belief or pragmatic encroachment – some have argued that double-checking destroys knowledge. I argue that these competing views fail to capture both the epistemic value of double-checking and the many reasons why agents might double-check. Moreover, they rely on overly strong assumptions about what inquiry, knowledge, or belief requires. Finally, I marshal linguistic data in favor of the compatibility of knowledge and double-checking. (shrink)

Longlisted for the PEN/E.O. Wilson Literary Science Writing Award A leading neuroscientist offers a history of the evolution of the brain from unicellular organisms to the complexity of animals and human beings today Renowned neuroscientist Joseph LeDoux digs into the natural history of life on earth to provide a new perspective on the similarities between us and our ancestors in deep time. This page-turning survey of the whole of terrestrial evolution sheds new light on how nervous systems evolved in (...) animals, how the brain developed, and what it means to be human. In The Deep History of Ourselves, LeDoux argues that the key to understanding human behavior lies in viewing evolution through the prism of the first living organisms. By tracking the chain of the evolutionary timeline he shows how even the earliest single-cell organisms had to solve the same problems we and our cells have to solve each day. Along the way, LeDoux explores our place in nature, how the evolution of nervous systems enhanced the ability of organisms to survive and thrive, and how the emergence of what we humans understand as consciousness made our greatest and most horrendous achievements as a species possible. (shrink)

I argue that quantum decoherence—understood as a dynamical process entailed by the standard formalism alone—carries us beyond conceptual aspects of non-relativistic quantum mechanics deemed insurmountable by many contributors to the recent quantum gravity and cosmology literature. These aspects include various incarnations of the measurement problem and of the quantum -to-classical puzzle. Not only can such problems be largely bypassed or dissolved without default to a particular interpretation, but theoretical work in relativistic arenas stands to gain substantial physical and philosophical insight (...) by incorporating decoherence phenomena. (shrink)

Prior analyses of Grete Hermann’s 1935 essay on the philosophical foundations of quantum mechanics have taken her central aim to be the recovery of an appropriately Kantian notion of causality from this new indeterministic physics. I argue that if one instead reads this essay as primarily an investigation into the meaning and implications of the relative nature of quantum mechanics—not only for physics, but also for fields as different as ethics—certain dimensions of her work appear with greater clarity. Among these (...) are her particular Kantian interpretation of Bohr’s complementarity and correspondence principles, her unique understanding of the quantum-classical divide, the failure of Kant’s a priori categories of space, time and causality to apply literally—even for obtaining classical natural knowledge, and the splitting of truth. (shrink)

When using Artificial Intelligence (AI) in medical settings, the critical role of humans in decision-making and accountability is often emphasized using terms such as “human-in-the-loop (HITL).” Sa...

'Fear' is used scientifically in two ways, which causes confusion: it refers to conscious feelings and to behavioral and physiological responses. Restricting the use of 'fear' to denote feelings and using 'threat-induced defensive reactions' for the responses would help avoid misunderstandings about the brain mechanisms involved.

This paper examines two moments in the globalization of human genetics, focusing on the American University of Beirut as a site of interaction between American, European and Middle Eastern scientific actors and research subjects. In the interwar period, the establishment of clinical laboratories at AUB's medical school enabled the development of an informal large-scale programme to study human heredity through anthropometry and sero-anthropology. AUB's Middle Eastern students were trained in these techniques, and research results were disseminated locally in Arabic as (...) well as in international scientific journals. In the post-war period, new technologies transformed human genetics into an internationally coordinated science with specialized laboratories. However, an attempt to establish such a lab at AUB during the 1960s ended in failure: the Anthropological Blood Grouping Laboratory functioned for only four years before closing. The American and British personalities who promoted the ABGL in Lebanon aimed to collect blood samples from across the region without committing to long-term relationships with local scientists and research subjects. As an ‘outpost’ for Western scientists, the ABGL embodied the neo-colonial structure of post-war human population genetics, both in its unfulfilled aspirations to serve metropolitan research agendas and in its marginalization of Middle Eastern scientists. (shrink)

It is widely accepted that consent is a normative power. For instance, consent can make an impermissible act permissible. In the words of Heidi Hurd, it “turns a trespass into a dinner party... an invasion of privacy into an intimate moment.” In this chapter, I argue against the assumption that consent has such robust powers for moral transformation. In particular, I argue that there is a wide range of sex that harms or wrongs victims despite being consensual. Moreover, these cases (...) are not limited to those where con- sent is vitiated by background conditions. I start by calling this category of consensual sex Bad Sex. I then distinguish subspecies of this category, including psychological pressure, social coercion, and epistemically unsafe sex. I end by responding to an objection on which we should treat at least some subspecies of Bad Sex as rape. Though this alternative proposal is often motivated by ameliorative and strategic considerations, I argue that such considerations actually count against collapsing the categories of Bad Sex and rape. (shrink)

In 1953, James Watson and Francis Crick were named as the authors of the publication “Molecular Structure of Nucleic Acids; a Structure for Deoxyribose Nucleic Acid” in the journal Nature. While historians have debated the relevance and importance of various discoveries in molecular science, there is little dispute as to the major significance of the discovery of the double-helix structure of deoxyribose nucleic acid. But what of Rosalind Franklin? There is little mention in science manuals of the contribution of the (...) biophysicist Rosalind Franklin to the discovery of the structure of DNA. Watson has admitted that he used Franklin’s... (shrink)

In this paper I attempt to broaden Feyerabend scholarship by asking whether and how Feyerabend's philosophy of science, in particular his commitments to realism and pluralism about scientific theories as well as anarchism about scientific methods, is borne out in multidisciplinary research concerning the Leggett–Garg inequalities. These inequalities were derived explicitly to be a temporal analogue to Bell's inequalities: the viability of macroscopic realism is tested against the predictions of quantum mechanics by performing a series measurements on a macroscopic variable (...) of one system at different time intervals, then evaluating correlations among resultant values. In the nearly forty years since Leggett and Garg's paper, questions continue to be raised whether common tests of these inequalities reveal genuine violations or merely experimental disturbances. There is also much debate about what genuine violations in fact signify, if (as most agree) they are not straight-forwardly analogous to Bell tests. Taking this fascinating and as yet largely unsettled episode from physics as a case study, I derive three Feyerabendian lessons that demonstrate the relevance of his views even today. (shrink)