Algorithms for approximate Bayesian inference, such as those based on sampling (i.e., Monte Carlo methods), provide a natural source of models of how people may deal with uncertainty with limited cognitive resources. Here, we consider the idea that individual differences in working memory capacity (WMC) may be usefully modeled in terms of the number of samples, or “particles,” available to perform inference. To test this idea, we focus on two recent experiments that report positive associations between WMC and two distinct (...) aspects of categorization performance: the ability to learn novel categories, and the ability to switch between different categorization strategies (“knowledge restructuring”). In favor of the idea of modeling WMC as a number of particles, we show that a single model can reproduce both experimental results by varying the number of particles—increasing the number of particles leads to both faster category learning and improved strategy‐switching. Furthermore, when we fit the model to individual participants, we found a positive association between WMC and best‐fit number of particles for strategy switching. However, no association between WMC and best‐fit number of particles was found for category learning. These results are discussed in the context of the general challenge of disentangling the contributions of different potential sources of behavioral variability. (shrink)

"This book offers a multidisciplinary environmental approach to ethics in response to the contemporary challenge of climate change caused by globalized economics and consumption. This book synthesises the incredible complexity of the problem and the necessity of action in response, highlighting the unambiguous problem facing humanity in the 21st century, but arguing that it is essential to develop an ethics housed in ambiguity in response. Environmental Ethics and Uncertainty is divided into theoretical and applied chapters, with the theoretical sections engaging (...) in dialogue with theorists and scholars from a variety of disciplines, while the applied chapters offer insight from 20th century activists who demonstrate and/or illuminate the theory, including Martin Luther King, Rachel Carson and Frank Lloyd Wright. This book is written for scholars and students in the interdisciplinary field of environmental studies and the environmental humanities, and will appeal to courses in religion, philosophy, ethics, politics and social theory"--. (shrink)

A specific form of research question, for instance, “What is the probability of a certain class of weather events, given global climate change, relative to a world without?” could be answered with the use of FAR or RR (Fraction of Attributable Risk or Risk Ratio) as the most common approaches to discover and ascribe extreme weather events. Kevin Trenberth et al. (2015) and Theodore Shepherd (2016) have expressed doubts in their latest works whether it is the most appropriate explanatory (...) tool or the way of public outreach concerning climate events and extremes. As an alternative, these researchers focus on complementary questions, for example, “How much did climate change affect the severity of a given storm?” advocating a “storyline” approach. New methods and new research questions are neither foreign, nor controversial from the standpoint of history and philosophy of science, especially those, related to public interest. Nevertheless, the new proposal has got a tepid reception from the majority of professionals of the given field. They argued that this approach can cause weakening of standards and neglecting of scientific method. The following paper attempts to find the roots of the supposed controversy. We claim inefficiency of uncompromising approach to D&A in absolute sense and assert that errors of a particular type may have a different level of concern in society, depending on the variety of contexts. Therefore, context defines the risk of over-estimation vs. under-estimation of harm. (shrink)

We argue that explainable artificial intelligence (XAI), specifically reason-giving XAI, often constitutes the most suitable way of ensuring that someone can properly be held responsible for decisions that are based on the outputs of artificial intelligent (AI) systems. We first show that, to close moral responsibility gaps (Matthias 2004), often a human in the loop is needed who is directly responsible for particular AI-supported decisions. Second, we appeal to the epistemic condition on moral responsibility to argue that, in order to (...) be responsible for her decision, the human in the loop has to have an explanation available of the system’s recommendation. Reason explanations are especially well-suited to this end and we examine whether – and how – it might be possible to make such explanations fit with AI systems. We support our claims by focusing on a case of disagreement between human in the loop and AI system. (shrink)

1. Introduction; Elisabeth A. Lloyd and Eric Winsberg.- Section 1: Confirmation and Evidence.- 2. The Scientific Consensus on Climate Change: How Do We Know We’re Not Wrong?; Naomi Oreskes.- 3. Satellite Data and Climate Models Redux.- 3a. Introduction to Chapter 3: Satellite Data and Climate Models; Elisabeth A. Lloyd.- Ch. 3b Fact Sheet to "Consistency of Modelled and Observed Temperature Trends in the Tropical Troposphere"; Benjamin D. Santer et al..- Ch. 3c Reprint of "Consistency of Modelled and Observed (...) Temperature Trends in the Tropical Troposphere"; Benjamin D. Santer et al..- 4. The Role of ’Complex’ Empiricism in the Debates about Satellite Data and Climate Models; Elisabeth A. Lloyd.- 5. Reconciling Climate Model/Data Discrepancies: The Case of the Trees That Didn’t Bark; Michael Mann.- 6. Downscaling of Climate Information; Linda O. Mearns et al..- Section 2: Uncertainties and Robustness.- 7. The Significance of Robust Model Projections; Wendy S. Parker.- 8. Building Trust, Removing Doubt? Robustness Analysis and Climate Modeling; Jay Odenbaugh.- Section 3: Climate Models as Guides to Policy.- 9. Climate Model Confirmation: From Philosophy to Predicting Climate in the Real World; Reto Knutti.- 10. Uncertainty in Climate Science and Climate Policy; Jonathan Rougier and Michel Crucifix.- 11. Communicating Uncertainty to Policy Makers: The Ineliminable Role of Values; Eric Winsberg.- 12. Modeling Climate Policies: A Critical Look at Integrated Assessment Models; Mathias Frisch.- 13. Modelling Mitigation and Adaptation Policies to Predict their Effectiveness: The Limits of Randomized Controlled Trials; Alexandre Marcellesi and Nancy D. Cartwright. (shrink)

In this book, S. A. Lloyd offers a radically new interpretation of Hobbes's laws of nature, revealing them to be not egoistic precepts of personal prudence but rather moral instructions for obtaining the common good.

There is growing interest in understanding and eliciting division of labor within groups of scientists. This paper illustrates the need for this division of labor through a historical example, and a formal model is presented to better analyze situations of this type. Analysis of this model reveals that a division of labor can be maintained in two different ways: by limiting information or by endowing the scientists with extreme beliefs. If both features are present however, cognitive diversity is maintained indefinitely, (...) and as a result agents fail to converge to the truth. Beyond the mechanisms for creating diversity suggested here, this shows that the real epistemic goal is not diversity but transient diversity. (shrink)

In _Marx at the Margins_, Kevin Anderson uncovers a variety of extensive but neglected texts by the well-known political economist which cast what we thought we knew about his work in a startlingly different light. Analyzing a variety of Marx’s writings, including journalistic work written for the _New York Tribune_, Anderson presents us with a Marx quite at odds with our conventional interpretations. Rather than providing us with an account of Marx as an exclusively class-based thinker, Anderson here offers (...) a portrait of Marx for the twenty-first century: a global theorist whose social critique was sensitive to the varieties of human social and historical development, including not just class, but nationalism, race, and ethnicity, as well. _Marx at the Margins _ultimately argues that alongside his overarching critique of capital, Marx created a theory of history that was multi-layered and not easily reduced to a single model of development or revolution. Through highly-informed readings on work ranging from Marx’s unpublished 1879–82 notebooks to his passionate writings about the antislavery cause in the United States, this volume delivers a groundbreaking and canon-changing vision of Karl Marx that is sure to provoke lively debate in Marxist scholarship and beyond. (shrink)

This paper advances the conception of social entrepreneurs as caring entrepreneurs. We argue that the care ethics of social entrepreneurs, implying the pursuit of caring goals through caring processes, can be challenged when they engage in the process of scaling up their ventures. We propose that social entrepreneurs can sustain their care ethics as the essential dimension of their venture only if they are able to build a caring enterprise. Organizational care designates the set of organizing principles that facilitate the (...) embedding of care ethics at an organizational level, beyond the imprinting induced by social entrepreneurs’ personal ethics. (shrink)

_Challenges conventional understandings of Heidegger’s account of the body._.

This paper offers a phenomenological analysis of Heidegger’s account of “the uncanny” as it relates to the coronavirus pandemic. It explores how the pandemic has disrupted Dasein’s sense of “homelike” familiarity and how this disruption has undermined our ability to be, that is, to understand or make sense of things. By examining our experience of temporality, lived-space, and intersubjectivity, the paper illuminates different ways in which the pandemic has left us confused and anxious about our self-interpretations and future projects. The (...) paper concludes by showing how the uncanny is not simply something we feel in times of crisis; it is, for Heidegger, who we are. This means the secure feeling of familiarity that we embodied prior to the pandemic was an illusion all along, that we are not and never have been at-home in the world. (shrink)

Increasingly, epistemologists are becoming interested in social structures and their effect on epistemic enterprises, but little attention has been paid to the proper distribution of experimental results among scientists. This paper will analyze a model first suggested by two economists, which nicely captures one type of learning situation faced by scientists. The results of a computer simulation study of this model provide two interesting conclusions. First, in some contexts, a community of scientists is, as a whole, more reliable when its (...) members are less aware of their colleagues' experimental results. Second, there is a robust tradeoff between the reliability of a community and the speed with which it reaches a correct conclusion. ‡The author would like to thank Brian Skyrms, Kyle Stanford, Jeffrey Barrett, Bruce Glymour, and the participants in the Social Dynamics Seminar at University of California–Irvine for their helpful comments. Generous financial support was provided by the School of Social Science and Institute for Mathematical Behavioral Sciences at UCI. †To contact the author, please write to: Department of Philosophy, Baker Hall 135, Carnegie Mellon University, Pittsburgh, PA 15213-3890; e-mail: [email protected]. (shrink)

I describe an ethic for business administration based on the social tradition of the Catholic Church. I find that much current thinking about business falters for its conceit of truth. Abstractions such as the shareholder-value model contain truth - namely, that business is an economic enterprise to manage for the wealth of its owners. But, as in all abstractions, this truth comes at the expense of falsehood -namely, that persons are assets to deploy on behalf of owners. This last is (...) "wrong" in both senses of the word - it is factually wrong in that persons are far more than business assets, they are supernatural beings, children of God; and it is morally wrong in that it is an injustice to treat them as the former when they are the latter. I draw upon the social tradition of the Catholic Church to recognize that the business of business is not business, but is instead the human person. Following Church teachings, I describe a person-centered ethic of business based upon eight social principles that both correct and enlarge the shareholder-centered ethic of much current business thinking. I discuss implications of this person-centered ethic for business administration. (shrink)

This book offers cutting edge research on the modifications and disruptions of bodily experience in the context of anxiety, depression, trauma, chronic illness, pain, and aging. It presents original contributions in applied phenomenology, biomedical ethics, and the use of medical technologies.

Knowing Persons is an original study of Plato's account of personhood. For Plato, embodied persons are images of a disembodied ideal. The ideal person is a knower. Hence, the lives of embodied persons need to be understood according to Plato's metaphysics of imagery. For Gerson, Plato's account of embodied personhood is not accurately conflated with Cartesian dualism. Plato's dualism is more appropriately seen in the contrast between the ideal disembodied person and the embodied one than in the contrast between mind (...) or soul and body. (shrink)

This essay explores the unique temporal experience in anxiety. Drawing on first-person accounts as well as examples from literature, I attempt to show how anxiety not only disrupts our physiological and cognitive timing but also disturbs the embodied rhythms of everyday social life. The primary goal, however, is to articulate the extent to which human existence itself is a temporally structured event and to identity the ways that anxiety disrupts this structure. Using Martin Heidegger’s account of human existence as a (...) point of departure, I show how the mood of anxiety has the power to alter our self-interpretations by closing down or constricting our experience of the future. I argue that a constricted future impedes our ability ‘to be’ because it closes off the range of projective meanings that we would ordinarily draw on to create or fashion our identities. (shrink)

In Being and Time, Martin Heidegger introduces a unique interpretation of death as a kind of world-collapse or breakdown of meaning that strips away our ability to understand and make sense of who we are. This is an ‘ontological death’ in the sense that we cannot be anything because the intelligible world that we draw on to fashion our identities and sustain our sense of self has lost all significance. On this account, death is not only an event that we (...) can physiologically live through; it can happen numerous times throughout the finite span of our lives. This paper draws on Arthur Frank’s (At the will of the body: reflections on illness. Houghton, Boston, 1991) narrative of critical illness to concretize the experience of ‘ontological death’ and illuminate the unique challenges it poses for health care professionals. I turn to Heidegger’s conception of ‘resoluteness’ (Entschlossenheit) to address these challenges, arguing for the need of health care professionals to help establish a discursive context whereby the critically ill can begin to meaningfully express and interpret their experience of self-loss in a way that acknowledges the structural vulnerability of their own identities and is flexible enough to let go of those that have lost their significance or viability. (shrink)

Colonial encounters in the 1850s: the European impact on India, Indonesia, and China -- Russia and Poland: the relationship of national emancipation to revolution -- Race, class, and slavery: the Civil War as a second American revolution -- Ireland: nationalism, class, and the labor movement -- From the Grundrisse to Capital: multilinear themes -- Late writings on non-western and precapitalist societies -- Conclusion -- Appendix: the vicissitudes of the Marx-Engels Gesamtausgabe from the 1920s to today.

In this paper, I draw on Heidegger’s phenomenology of “moods” (_Stimmungen_) to interpret loneliness as a diffused and atmospheric feeling-state that often undergirds the lives of older adults, shaping the ways in which they are attuned to and make sense of the world. I focus specifically on residents in long-term care facilities to show how the social isolation and lockdown measures of the COVID-19 pandemic dramatically intensified the mood. The aim is to shed light on how profound and totalizing the (...) experience has been for residents. Making use of Heidegger’s account of the affective “collapse” or “breakdown” (_Zusammenbruch_) of meaning, I argue that when older adults are functionally locked in their rooms for months at a time and cut off from the orienting routines and rhythms of the relational world, the result is a crumbling of the fundamental meaning-structures that constitute subjectivity. The global sense of abandonment and disconnection strips away the possibility for self-understanding, and residents are often left confused and abandoned to an existence that has been drained of meaning and significance. (shrink)

Theories of scientific rationality typically pertain to belief. In this paper, the author argues that we should expand our focus to include motivations as well as belief. An economic model is used to evaluate whether science is best served by scientists motivated only by truth, only by credit, or by both truth and credit. In many, but not all, situations, scientists motivated by both truth and credit should be judged as the most rational scientists.

Increasingly, frontiers between business and philanthropy seem to be blurred. Reward-Based Crowdfunding platforms contribute to this blurring of lines since they propose funders to support both for-profit and philanthropic projects. Our empirical paper explores the case of Ulule, the leading crowdfunding platform in Europe. Our results, based on a statistical analysis of more than 3000 projects, show that crowdfunding platforms foster specific kinds of relationships relying on reciprocal giving, beyond the usual opposition between altruistic and selfish motivations. We use the (...) work of Marcel Mauss to account for this process of reciprocal giving, and we argue that Maussian theory of gift can be used more generally to describe funding activities in the context of early stage entrepreneurship. (shrink)

Work on a computer program called SMILE + IBP (SMart Index Learner Plus Issue-Based Prediction) bridges case-based reasoning and extracting information from texts. The program addresses a technologically challenging task that is also very relevant from a legal viewpoint: to extract information from textual descriptions of the facts of decided cases and apply that information to predict the outcomes of new cases. The program attempts to automatically classify textual descriptions of the facts of legal problems in terms of Factors, a (...) set of classification concepts that capture stereotypical fact patterns that effect the strength of a legal claim, here trade secret misappropriation. Using these classifications, the program can evaluate and explain predictions about a problem’s outcome given a database of previously classified cases. This paper provides an extended example illustrating both functions, prediction by IBP and text classification by SMILE, and reports empirical evaluations of each. While IBP’s results are quite strong, and SMILE’s much weaker, SMILE + IBP still has some success predicting and explaining the outcomes of case scenarios input as texts. It marks the first time to our knowledge that a program can reason automatically about legal case texts. (shrink)

This paper integrates personal narratives with the methods of phenomenology in order to draw some general conclusions about ‘what it means’ and ‘what it feels like’ to be depressed. The analysis has three parts. First, it explores the ways in which depression disrupts everyday experiences of spatial orientation and motility. This disruption makes it difficult for the person to move and perform basic functional tasks, resulting in a collapse or contraction of the life-world. Second, it illustrates how depression creates a (...) situational atmosphere of emotional indifference that reduces the person’s ability to qualitatively distinguish what matters in his or her life because nothing stands out as significant or important anymore. In this regard, depression is distinct from other feelings because it is not directed towards particular objects or situations but to the world as a whole. Finally, the paper examines how depression diminishes the possibility for ‘self-creation’ or ‘self-making’. Restricted by the illness, depression becomes something of a destiny, preventing the person from being open and free to access a range of alternative self-interpretations, identities, and possible ways of being-in-the-world. (shrink)

This essay explores the unique temporal experience in anxiety. Drawing on first-person accounts as well as examples from literature, I attempt to show how anxiety not only disrupts our physiological and cognitive timing but also disturbs the embodied rhythms of everyday social life. The primary goal, however, is to articulate the extent to which human existence itself is a temporally structured event and to identity the ways that anxiety disrupts this structure. Using Martin Heidegger’s account of human existence as a (...) point of departure, I show how the mood of anxiety has the power to alter our self-interpretations by closing down or constricting our experience of the future. I argue that a constricted future impedes our ability ‘to be’ because it closes off the range of projective meanings that we would ordinarily draw on to create or fashion our identities. (shrink)

Much of contemporary knowledge is generated by groups not single individuals. A natural question to ask is, what features make groups better or worse at generating knowledge? This paper surveys research that spans several disciplines which focuses on one aspect of epistemic communities: the way they communicate internally. This research has revealed that a wide number of different communication structures are best, but what is best in a given situation depends on particular details of the problem being confronted by the (...) group. (shrink)

Provides an accessible and scholarly introduction to the core ideas of the existentialist tradition. Kevin Aho draws on a wide range of existentialist thinkers in chapters centering on the key themes of freedom, being-in-the-world, alienation, nihilism, anxiety and authenticity. He also addresses important but often overlooked issues in the canon of existentialism, with discussions devoted to the role of embodiment, the movement's contribution to ethics, politics, and environmental and comparative philosophies, as well as its influence on contemporary psychiatry and (...) psychotherapy. The enduring relevance of existentialism is shown by applying existentialist ideas to contemporary philosophical discussions of interest to a wide audience. The book covers secular thinkers such as Heidegger, Merleau-Ponty, Nietzsche, Sartre, Camus, and Beauvoir as well as religious authors, such as Buber, Dostoevsky, Marcel, and Kierkegaard"--Back cover. (shrink)

This paper explores a case example of qualitative research that applied productive hermeneutics and the central concept, fusion of horizons. Interpretation of meaning is a fusing of the researchers’ and subjects’ perspectives and serves to expand understanding. The purpose is to illustrate an exemplar of qualitative research without establishing a rigid recipe of methodology. The illustration is based on in-depth observational and textual data from an applied anthropological study conducted in western Alaska with Yup’ik hunters and fishers and government agency (...) employees as they worked towards collaborative management. The metaphor of the hermeneutical circle is showcased to help the reader understand the philosophical underpinnings and the analytical processes used to realize a meaningful interpretation. A series of organizing systems for the interpretation is described, culminating in a final organizing system to communicate a fully realized understanding of collaborative management at the time. (shrink)

This paper develops a problem for conciliationism that is structurally similar to the self-undermining problem but which is immune to most of the solutions offered against it. A popular objection to conciliationism is that it undermines itself. Given the current disagreement among philosophers about conciliationism, conciliationism seems to require rejecting conciliationism. Adam Elga (2010) has influentially argued that this shows that conciliationism is an incoherent method. By recommending its own rejection, conciliationism recommends multiple, incompatible responses to the same body of (...) experience. Many have offered solutions to this problem, including Elga himself. However, there is another undermining problem. When a peer disagrees about their own peerhood, conciliationism can require the rejection of the peer’s peerhood. The result is that conciliationism recommends two incompatible responses to the same body of experience in a way that parallels the original self-undermining problem. But since many, if not all, of the proposed solutions to the original undermining problem depend on distinctive characteristics of conciliationism undermining itself, they cannot apply to a peer undermining themself. I illustrate this by dividing the solutions that have been offered against the self-undermining problem into two categories: self-exempting solutions and non-exempting solutions. I then show how the proposed solutions under each type do not extend to the peer-undermining problem. If that is right, then conciliationism is faced with a more difficult undermining problem than has been so far acknowledged. (shrink)

Earlier editions have title : Introduction to jurisprudence.

Introduction -- Euripides, philosopher of the stage -- The world of men and gods -- Agreeing with nature : fate and providence in stoic ethics -- Augustine : divine justice and the "ordering" of evil -- The philosopher and the princess : Descartes and the philosophical life -- Living with necessity : Spinoza and the philosophical life -- Designer worlds -- Providence as progress -- Providence lost.

Frege's scathing comments on Mill on the empirical grounds of arithmetical truth are elaborated. The suggestion is made that some entities are ‘well-behaved' : if you perform two acts and then two more, the ‘result' will be that exactly four acts have occurred. How much it all matters or means is not further discussed.

Hematopoiesis is the complex developmental process through which undifferentiated, pluripotent, hematopoietic stem cells come to generate mature, functional blood cells. This process is regulated in large part by specific transcription factors that control expression of genes necessary for the developmental sequence. Leukemias represent one form of disruption of this normal developmental process, and studies over the past few years have shown that many of the genes that underlay leukemogenesis are also essential for normal hematopoiesis. In an interesting recent example, Song (...) et al.(1) demonstrate that haploinsufficiency of the AML1 gene is the genetic basis of a form of familial thrombocytopenia which predisposes the affected individuals to the development of acute myeloid leukemia. Here we summarize Song's paper and current information describing the interesting dosage effects of this gene and other members of its gene family. BioEssays 22:214–218, 2000. © 2000 John Wiley & Sons, Inc. (shrink)

Traces Italian philosopher Giorgio Agamben's engagement with deconstructive thought from his early work in the 1960s to the present, examining his key concepts - infancy, Voice, potentiality, sovereignty, bare life, messianism - in relation to key texts and concepts in Jacques Derrida's work.

A keen athlete in his late forties, philosophy professor Kevin Aho hadn't given much thought to his own mortality, until he suffered a sudden heart attack that left him fighting for his life. Confronted with death for the first time, he realized that the things he thought gave his life meaning, such as his independence or his ability to plan his own future, were in tatters. Aho turned to those thinkers who have reflected deeply on the meaning of life (...) and the anxiety of living when every heartbeat might be your last: the existentialists. Armed with insights from the likes of Kierkegaard, Heidegger, Nietzsche, and de Beauvoir, he found new meaning and comfort in a view of life that strives for authenticity and accepts aging and death as part of what makes life worthwhile. Existentialism asks us to face the frailty of our existence and to live with a sense of urgency and gratitude toward its manifold beauties. It is only then that we can be released from patterns of self-deception and begin to appreciate what truly matters in our fleeting, precious lives. (shrink)

Adolf Meyer-Abich spent his career as one of the most vigorous and varied advocates in the biological sciences. Primarily a philosophical proponent of holistic thought in biology, he also sought through collaboration with empirically oriented colleagues in biology, medicine, and even physics to develop arguments against mechanistic and reductionistic positions in the life sciences, and to integrate them into a newly disciplinary theoretical biology. He participated in major publishing efforts including the founding of Acta Biotheoretica. He also sought international contacts (...) and worked for long stretches in Chile, the Dominican Republic, El Salvador, and the United States. His career straddled the Nazi period, which led him into a complex dance of support for and resistance to the regime. Despite the relative failure of his conceptual innovations to catch on, his ideas and writings sit squarely within the trajectory of thought and argument that has led to today’s reinvigoration of thought about conceptual integration in evolutionary developmental biology. (shrink)

The dominance of the medical-model in American psychiatry over the last 30 years has resulted in the subsequent decline of the “talking cure”. In this paper, we identify a number of problems associated with medicalized psychiatry, focusing primarily on how it conceptualizes the self as a de-contextualized set of symptoms. Drawing on the tradition of hermeneutic phenomenology, we argue that medicalized psychiatry invariably overlooks the fact that our identities, and the meanings and values that matter to us, are created and (...) constituted by our dialogical relations with others. While acknowledging the importance of medical and pharmaceutical interventions, we suggest that it is only by means of the dialogical interplay of the talking cure that the client can both recognize unhealthy and self-defeating ways of being and be opened up to the possibility of new meanings and self-interpretations. (shrink)