In this paper, we contribute to research on enterprise artificial intelligence (AI), specifically to organizations improving the customer experiences and their internal processes through using the type of AI called machine learning (ML). Many organizations are struggling to get enough value from their AI efforts, and part of this is related to the area of explainability. The need for explainability is especially high in what is called black-box ML models, where decisions are made without anyone understanding how an AI reached (...) a particular decision. This opaqueness creates a user need for explanations. Therefore, researchers and designers create different versions of so-called eXplainable AI (XAI). However, the demands for XAI can reduce the accuracy of the predictions the AI makes, which can reduce the perceived usefulness of the AI solution, which, in turn, reduces the interest in designing the organizational task structure to benefit from the AI solution. Therefore, it is important to ensure that the need for XAI is as low as possible. In this paper, we demonstrate how to achieve this by optimizing the task structure according to sociotechnical systems design principles. Our theoretical contribution is to the underexplored field of the intersection of AI design and organizational design. We find that explainability goals can be divided into two groups, pattern goals and experience goals, and that this division is helpful when defining the design process and the task structure that the AI solution will be used in. Our practical contribution is for AI designers who include organizational designers in their teams, and for organizational designers who answer that challenge. (shrink)

People undergo many idiosyncratic experiences throughout their lives that may contribute to individual differences in the size and structure of their knowledge representations. Ultimately, these can have important implications for individuals' cognitive performance. We review evidence that suggests a relationship between individual experiences, the size and structure of semantic representations, as well as individual and age differences in cognitive performance. We conclude that the extent to which experience-dependent changes in semantic representations contribute to individual differences in cognitive aging remains unclear. (...) To help fill this gap, we outline an empirical agenda that utilizes network analysis and involves the concurrent assessment of large-scale semantic networks and cognitive performance in younger and older adults. We present preliminary data to establish the feasibility and limitations of such empirical, network-analytical approaches. (shrink)

Clinical decisionmaking includes reasoning from prescientific or scientific theories, reasoning from uncontrolled or controlled experience, and reasoning based on empathic understanding and moral beliefe. The development of contemporary clinical thinking is discussed, and it is found that successive generations of medical practitioners have had different views of the rationality and relative importance of these modes of reasoning: that which is considered rational by one generation of doctors is sometimes denounced by the next. The author's book, Rational Diagnosis and Treatment , (...) which is an example of clinical thinking in the 1960s and early 70s, is used to illustrate one particular view of clinical decisionmaking. Keywords: rational, clinical decisionmaking, biological theory, controlled clinical studies, empathic understanding, ethical reasoning CiteULike Connotea Del.icio.us What's this? (shrink)

In this paper, we explore how the choices of boundary work in software development influence the team autonomy enacted by team members. Boundary work is when people protect their professional individual autonomy, when they downplay that autonomy to collaborate over professional boundaries, and when they create new boundaries. Team autonomy is here defined as a team using their autonomy to collaborate in deciding their own output. We use an action research design, with varied methodologies carried out through three action cycles. (...) Our findings show that when collective, collaborative boundary work is not performed, a sort of individualized zone occurs where individuals either try to do collaborative boundary work by themselves or seek individual autonomy. We propose that individual autonomy can be divided into professional individual autonomy and situationally dependent individual autonomy. This research contributes theoretically by showing how the absence of collaborative boundary work can lead to an individualized zone. Practically, it can improve team autonomy by enhancing the understanding of why teams should perform collaborative boundary work. The value of the concept of boundary work used in this setting involves studying the intentions for collaboration, not whether collaboration actually takes place. (shrink)

In this commentary on the article by Arthur L. Caplan [1] the philosophy of medicine is viewed from a medical perspective. Philosophical studies have a long tradition in medicine, especially during periods of paradigmatic unrest, and they serve the same goal as other medical activities: the prevention and treatment of disease. The medical profession needs the help of professional philosophers in much the same way as it needs the cooperation of basic scientists. Philosophy of medicine may not deserve the status (...) of a philosophical subspecialty or field, but it so closely linked to the main trends of contemporary medical thinking that it must be regarded as an emerging (or reemerging) medical subdiscipline. (shrink)

It is sometimes suggested that the physician should offer the patient “just the facts,” preferably in a “value-free manner,” explain the different options, and then leave it to the patient to make the choice. This paper explores the extent to which this adviser model is realistic. The clinical decision process and the various components of clinical reasoning are discussed, and a distinction is made between the biological, empirical, empathic/hermeneutic and ethical components. The discussion is based on the ethical norms of (...) the public health services in the Nordic countries, and the problems are illustrated by a clinical example. It is concluded that the adviser model is unrealistic. Patient information is important, but the complexity of clinical reasoning makes it impossible to separate facts and value judgments. It is claimed that there is an inherent element of paternalism in clinical decision-making and that clinical practice presupposes a mutual trust between physician and patient. (shrink)

[Marilyn McCord Adams] In this paper I begin with Aristotle's Categories and with his apparent forwarding of primary substances as metaphysically special because somehow fundamental. I then consider how medieval reflection on Aristotelian change led medieval Aristotelians to analyses of primary substances that called into question how and whether they are metaphysically special. Next, I turn to a parallel issue about supposits, which Boethius seems in effect to identify with primary substances, and how theological cases-the doctrines of the Trinity, (...) the Incarnation, and of the human soul's separate survival between death and resurrection-call into question how and to what extent supposits are metaphysically special. I conclude with some reflections on various senses of being metaphysically special and how they pertain to primary substances and supposits. /// [ Richard Cross] Scotus's belief that any created substance can depend on the divine essence and/or divine persons as a subject requires him to abandon the plausible Aristotelian principle that there is no merely relational change. I argue that Scotus's various counterexamples to the principle can be rebutted. For reasons related to those that arise in Scotus's failed attempt to refute the principle, the principle also entails that properties cannot be universals. (shrink)

The work of Georges Matisse (1874–1961), a French physicist, philosopher, epistemologist, and translator, has been largely overlooked, particularly his contributions to the history of science in the first half of the 20th century. His work focused on the emerging field of cybernetics and provided a philosophical perspective on new physics. His books delved into the philosophical underpinnings of scientific doctrines, viewing them as systems of reference and modes of representation rather than expressions of absolute truths. Although he could not personally (...) attend the Copenhagen Congress for the Unity of Science in 1936, his talk was presented, offering a unique case study on uncertainty and determinism. Matisse employed an expanded notion of causality to study concrete facts in human societies, arguing against a universal law of history. His final book was dedicated to Bachelard. This paper offers initial insights into Matisse’s sociology program, discusses his methodological approaches within logical empiricism, and outlines his perspective on the purpose of nature. The study concludes that Matisse’s interdisciplinary approach, which included a theory on the relationship between religion and science, was based on his robust understanding of biophysics and scientific history. (shrink)

The aim of this article is to explore the Irish dancing body by combining the growing social science interest in mobility with the established area of the body as a site of culture. On the basis of ethnographic observations and interviews about dance and culture in Ireland, I will discuss the Irish dancing body in relation to the construction of social memory, the embodiment of values linked to Irish national identity, mobility, dance competitions and global touring. First, I will detail (...) three distinct movement sequences from different dance forms in Ireland: competitive Irish dancing, dance theatre and Riverdance(the commercial Irish dance show). Second, I will look at how dance can be said to travel around Ireland, north and south, as well as back and forth to Ireland. The idea of the Irish dancing body offers an example of the unity of body and mind in dance, revealing also that abstract dance and movement communicate stories about their societies. In Irish dance, these stories feature displacement, longing and resistance, often steeped in the history. I conclude that this social memory connects a distinct Irish tradition with European modernity. (shrink)

Eyewitnesses are often susceptible to recollection failures and memory distortions. These failures and distortions are influenced by several factors. The present review will discuss two such important factors, attention failures and stress. We argue that acute stress, often experienced by eyewitnesses and victims of crimes, directly influences attentional processes, which likely has downstream consequences for memory. Attentional failures may result in individuals missing something unusual or important in a complex visual field. Amongst eyewitnesses, this can lead to individuals missing details, (...) even unusual or important central details, regarding the crime. Surprisingly, few studies have investigated attentional failures in eyewitness scenarios, and none have investigated the relationship between stress, attention, and witness memory. This review will discuss the impact of attentional failures, mainly those resulting from inattentional blindness, in applied contexts in order to bridge to eyewitness scenarios. In addition, we will integrate the applied literature on attentional failures with literature that examines the influences of arousal and stress on attention. We will conclude by presenting how future research may tease apart the independent contributions of arousal and stress on attentional failures and successes and how this research may inform understanding of eyewitness reliability. (shrink)

Von Schelling stammt die Warnung: »Das Gefühl ist herrlich, wenn es am Grunde bleibt; nicht aber, wenn es an den Tag tritt, sich zum Wesen machen und herrschen will.« Dieser Warnung zum Trotz war Ende der sechziger, Anfang der siebziger Jahre das Ausbreiten der eigenen Gefühle zu einer kontagiösen Modeerscheinung geworden: In zahllosen Formen der Selbsterfahrung, zumeist in Gruppen, wurden einem Offenbarungen über das eigene Zumutesein abverlangt, Offenbarungen, die eine frappante Ähnlichkeit mit pietistischen Erweckungserlebnissen und Sündenbekenntnissen an der Wende zum (...) 18. Jahrhundert hatten - mit dem Unterschied allerdings, daß jetzt diese Gefühlsoffenbarungen auch noch einem gigantischen Vermarktungsprozeß unterworfen wurden. Diese Mode scheint sich heute ihrem Ende zuzuneigen - oder doch zum mindesten sich auf einer niedrigeren Ebene zu stabilisieren. So fällt es auch wieder leichter, sich auf eine etwas nüchternere Weise dem ohnehin sehr schwierigen Feld der Gemütsbewegungen zuzuwenden. (shrink)

Belief in substance dualism, the idea that mind and matter are two different kinds of substances, has been found to be a strong predictor of belief in free will. Why? Here, we test whether believing that mind and matter are different kinds of substance correlates with differences in how people think of free will and/or differences in how people interpret the scenarios used to test their conceptions. We provided participants (N = 515) with two hypothetical scenarios where the world was (...) presented either as deterministic or not and asked them whether they thought that a given decision could be free in that world. Incompatibilist free will requires that determinism, the idea that at any instant only one possible future can follow from the state of the world, is false. Compatibilists hold that free will is possible even if determinism is true. In this study, we investigate if substance dualists are more compatibilist. We find that they are not, and that both dualists and physicalists agree that free will is incompatible with determinism. In addition, we show that dualists and physicalists are equally likely to commit bypassing, i.e., to misinterpret determinism as excluding mental causation. We also show that dualists have a stronger tendency to commit intrusion, i.e., to misinterpret determinism by importing indeterministic metaphysics into their interpretation of deterministic descriptions. (shrink)

A distinguished philosopher and a practicing minister, Marilyn McCord Adams has written a highly original work on a fundamental dilemma of Christian thought -- ...

Politics of Reality includes nine essays that examine sexism, the exploitation of women, the gay rights movement and other topics from a feminist perspective. -/- The essays "The Problem That Has No Name" and "A Note On Anger" have been translated into Spanish by Maria Lugones for circulation in la Asociacion Argentina de Mujeres en Filosofia.

Women have historically been prevented from living autonomously by systematic injustice, subordination, and oppression. The lingering effects of these practices have prompted many feminists to view autonomy with suspicion. Here, Marilyn Friedman defends the ideal of feminist autonomy. In her eyes, behavior is autonomous if it accords with the wants, cares, values, or commitments that the actor has reaffirmed and is able to sustain in the face of opposition. By her account, autonomy is socially grounded yet also individualizing and (...) sometimes socially disruptive, qualities that can be ultimately advantageous for women. Friedman applies the concept of autonomy to domains of special interest to women. She defends the importance of autonomy in romantic love, considers how social institutions should respond to women who choose to remain in abusive relationships, and argues that liberal societies should tolerate minority cultural practices that violate women's rights so long as the women in question have chosen autonomously to live according to those practices. (shrink)

Who would the Saviour have to be, what would the Saviour have to do to rescue human beings from the meaning-destroying experiences of their lives? This book offers a systematic Christology that is at once biblical and philosophical. Starting with human radical vulnerability to horrors such as permanent pain, sadistic abuse or genocide, it develops what must be true about Christ if He is the horror-defeater who ultimately resolves all the problems affecting the human condition and Divine-human relations. Distinctive elements (...) of Marilyn McCord Adams' study are her defence of the two-natures theory, of Christ as Inner Teacher and a functional partner in human flourishing, and her arguments in favour of literal bodily resurrection and of a strong doctrine of corporeal Eucharistic presence. The book concludes that Christ is the One in Whom, not only Christian doctrine, but cosmos, church, and the human psyche hold together. (shrink)

Research suggests that stress has immediate and long-term effects on attention and memory. Rather than disrupting memory formation and consolidation, acute stress has been shown to shift attention processes resulting in a tradeoff between prioritized and nonprioritized information. Both arousal and stress result in cognitive and neurobiological shifts that often support memory formation. When an acute stressor occurs, it can distort immediate attentional focus, increasing processing for high-priority features while reducing processing for extraneous features. The downstream cognitive consequences for this (...) shift in attention are better memory for some features and poorer memory for others when compared to conditions of low stress. However, individual differences (e.g., sex, age, basal stress response, and stress reactivity) all impact the relationship between the acute stress response and memory. Although acute stress generally benefits memory formation, we suggest that forgetting and later recovery of stressful memories can better be understood by examining factors that influence the subjective experience of stress and stress reactivity. (shrink)

A contribution to the feminist discussion on moral theory, exploring the debate between moral impartiality and the partiality that characterizes personal relationships, the ethic of care and its relation to justice in a gender asymmetrical society, and the role of intimate friendship in an era of the dissolution of both extended and nuclear families.