Bayesian reasoning has been applied formally to statistical inference, machine learning and analysing scientific method. Here I apply it informally to more common forms of inference, namely natural language arguments. I analyse a variety of traditional fallacies, deductive, inductive and causal, and find more merit in them than is generally acknowledged. Bayesian principles provide a framework for understanding ordinary arguments which is well worth developing.

The Lottery Paradox has been thought to provide a reductio argument against probabilistic accounts of inductive inference. As a result, much work in artificial intelligence has concentrated on qualitative methods of inference, including default logics, which are intended to model some varieties of inductive inference. It has recently been shown that the paradox can be generated within qualitative default logics. However, John Pollock's qualitative system of defeasible inference, does avoid the Lottery Paradox by incorporating a rule designed specifically for that (...) purpose. I shall argue that Pollock's system instead succumbs to a worse disease: it fails to allow for induction at all. (shrink)

The common opinion has been that evolution results in the continuing development of more complex forms of life, generally understood as more complex organisms. The arguments supporting that opinion have recently come under scrutiny and been found wanting. Nevertheless, the appearance of increasing complexity remains. So, is there some sense in which evolution does grow complexity? Artificial life simulations have consistently failed to reproduce even the appearance of increasing complexity, which poses a challenge. Simulations, as much as scientific theories, are (...) obligated at least to save the appearances! We suggest a relation between these two problems, understanding biological complexity growth and the failure to model even its appearances. We present a different understanding of that complexity which evolution grows, one that genuinely runs counter to entropy and has thus far eluded proper analysis in information-theoretic terms. This complexity is reflected best in the increase in niches within the biosystem as a whole. Past and current artificial life simulations lack the resources with which to grow niches and so to reproduce evolution’s complexity. We propose a more suitable simulation design integrating environments and organisms, allowing old niches to change and new ones to emerge. (shrink)

In this paper, my aim is to offer some comments on the study of Mu‘tazilite kalām, framed around the study of a particular episode in the Mu‘tazilite dispute about man – a question with a deceptively Aristotelian cadence that is not too difficult to dispel. Within this episode, my focus is on one of the major arguments used by the late Baṣrans to hold up their side of the dispute, and on the relationship between the mental and the physical which (...) emerges from it. The most interesting – and most surprising – aspect of this relationship is that the mental and the physical do not seem to be treated as distinct terms, thus creating the space for questions about how the two relate. The first person perspective seems to be identified with the physical body. My interest then is in the response of the reader to this surprising presentation – or rather, in a certain kind of reader response, and thus a certain kind of interpretive mode, whose value and viability it is part of my aim to help clarify. (shrink)

Rolls's presentation of emotion as integral to cognition is a welcome counter to a long tradition of treating them as antagonists. His eduction of experimental evidence in support of this view is impressive. However, we find his excursion into the philosophy of consciousness less successful. Rolls gives syntactical manipulation the central role in consciousness (in stark contrast to Searle, for whom “mere” syntax inevitably falls short of consciousness), and leaves us wondering about the roles left for emotion after all.

This book describes the application of Artificial Life simulation to evolutionary scenarios of wide ethical interest, including the evolution of altruism, rape and abortion, providing a new meaning to “experimental philosophy”. The authors also apply evolutionary ALife techniques to explore contentious issues within evolutionary theory itself, such as the evolution of aging. They justify these uses of simulation in science and philosophy, both in general and in their specific applications here.Evolving Ethics will be of interest to researchers, enthusiasts, students and (...) interested lay readers in the fields of Artificial Life, philosophy of science, ethics, agent- and individual-based modeling in ecology and the social sciences, computer simulation, evolutionary biology, evolutionary psychology and the social sciences.Dr Steven Mascaro is a researcher in computer simulation and Artificial Life.Dr Kevin Korb is a Reader in the Clayton School of Information Technology, Monash University.Dr Ann Nicholson is an Associate Professor in the Clayton School of Information Technology, Monash University.Owen Woodberry is a researcher in the Clayton School of Information Technology, Monash University. (shrink)

Attending to the rich entanglements of scientific and critical theory, contributors to this issue scrutinize phenomena in nature to explore new territory in feminist science studies. With a special focus on relating theory to method, these scholars generate new feminist approaches to scientific practice. Contributors probe this relationship by way of topics from poetics of human-jellyfish interactions to a feminist reconsideration of a well-known thought experiment in thermodynamics. Two contributors analyze plant-insect encounter research to spin their own symbiotically inflected account (...) of “affective ecologies.” Technologies of human memory storage and retrieval lead one writer to interrogate how our understandings of memory and amnesia are currently under revision. Another contributor tracks the lively evolutionary and morphological theories that textile artisans manifest in material models of sea creatures. What emerges from these diverse essays is an approach to critical thinking that inhabits, elaborates, and feeds upon scientific theory, holding feminist theory accountable to science and vice versa. _Sophia Roosth_ is Assistant Professor of the History of Science at Harvard University. _Astrid Schrader_ is Visiting Assistant Professor of Science, Technology, and Society at Sarah Lawrence College. _Contributors_: Karen Barad, Lina Dib, Eva Hayward, Carla Hustak, Vicki Kirby, Natasha Myers, Sophia Roosth, Astrid Schrader. (shrink)

This paper analyses the main perceptions of capitalism and crises from a mainstream and heterodox perspective. Broadly defined within the neoclassical structure, the mainstream approaches support the idea of long-term stability of capitalism and describe crises as exogenous events. The heterodox perceptions, on the contrary, perceive crises as an internal feature of capitalism and propose to reframe the global economy within the limits of the socio-environmental systems. Despite the historical recurrence of crises, the neoclassic capitalist framework and the related mainstream (...) perceptions are still dominating the international economic debate. Most of the crises have then been addressed with reforms oriented to adjust some elements of the system without changing the overall economic structure. On the contrary, limited numbers of initiatives have been implemented to reorganise the economy according to the heterodox perspectives. Within this context, further analysis would be needed to investigate the feasibility of the proposed heterodox solutions. By discussing the main perceptions of capitalism and crises and by considering the ethical implications of the mainstream and the heterodox approaches, the present paper contributes to the existing debate around stability of capitalism and provides a starting point for analysis oriented to investigate the feasibility of alternative economic structures. (shrink)

Background Encounters of moral distress have long-term consequences on healthcare workers’ physical and mental health, leading to job dissatisfaction, reduced patient care, and high levels of burnout, exhaustion, and intentions to quit. Yet, research on approaches to ameliorate moral distress across the health workforce is limited. Research Objective The aim of our study was to qualitatively explore multi-professional perspectives of healthcare social workers, chaplains, and patient liaisons on ways to reduce moral distress and heighten well-being at a southern U.S. academic (...) medical center. Participants & Research Context Purposive sampling and chain-referral methods assisted with recruitment through hospital listservs, staff meetings, and newsletters. Interested participants contacted the principal investigator and all interviews were conducted in-person. Consent was attained prior to interviews. All interviews were recorded and transcribed verbatim. Research Design Directed content analysis was used to deductively organize codes and to develop themes in conjunction with the National Academy of Medicine’s National Plan for Health Workforce Well-Being. Rigor was attained through peer-debriefing, data triangulation methods, and frequent research team meetings. Ethical Considerations Ethics approval was obtained from the university and medical center institutional review boards. Findings Themes demonstrate that rather than offering interventions in the aftermath of moral distress, multilevel daily practices ought to be considered that pre-emptively identify and reduce morally distressing encounters through (1) the care team, (2) management and leadership, and (3) the health care industry. Strategies include interdisciplinary decision-making, trusting managerial relationships, and organizational policies and practices that explicitly invest in mental health promotion and diverse leadership opportunities. Conclusion Moral distress interventions ought to target short-term stress reactions while also addressing the long-term impacts of moral residue. Health systems must financially commit to an ethical workplace culture that explicitly values mental health and well-being. (shrink)

This paper argues that challenges that are grand in scope such as "lifelong health and wellbeing", "climate action", or "food security" cannot be addressed through scientific research only. Indeed scientific research could inhibit addressing such challenges if scientific analysis constrains the multiple possible understandings of these challenges into already available scientific categories and concepts without translating between these and everyday concerns. This argument builds on work in philosophy of science and race to postulate a process through which non-scientific notions become (...) part of science. My aim is to make this process available to scrutiny: what I call founding everyday ideas in science is both culturally and epistemologically conditioned. Founding transforms a common idea into one or more scientifically relevant ones, which can be articulated into descriptively thicker and evaluatively deflated terms and enable operationalisation and measurement. The risk of founding however is that it can invisibilise or exclude from realms of scientific scrutiny interpretations that are deemed irrelevant, uninteresting or nonsensical in the domain in question-but which may remain salient for addressing grand-in-scope challenges. The paper considers concepts of "wellbeing" in development economics versus in gerontology to illustrate this process. (shrink)

We further develop the mathematical theory of causal interventions, extending earlier results of Korb, Twardy, Handfield, & Oppy, (2005) and Spirtes, Glymour, Scheines (2000). Some of the skepticism surrounding causal discovery has concerned the fact that using only observational data can radically underdetermine the best explanatory causal model, with the true causal model appearing inferior to a simpler, faithful model (cf. Cartwright, (2001). Our results show that experimental data, together with some plausible assumptions, can reduce the space of viable (...) explanatory causal models to one. (shrink)

With its pessimistic vision and bleak message of world-denial, it has often been difficult to know how to engage with Schopenhauer's philosophy. Schopenhauer's arguments have seemed flawed and his doctrines marred by inconsistencies; his very pessimism almost too flamboyant to be believable. Yet a way of redrawing this engagement stands open, Sophia Vasalou argues, if we attend more closely to the visionary power of Schopenhauer's work. The aim of this book is to place the aesthetic character of Schopenhauer's standpoint (...) at the heart of the way we read his philosophy and the way we answer the question: why read Schopenhauer - and how? Approaching his philosophy as an enactment of the sublime with a longer history in the ancient philosophical tradition, Vasalou provides a fresh way of assessing Schopenhauer's relevance in critical terms. This book will be valuable for students and scholars with an interest in post-Kantian philosophy and ancient ethics. (shrink)

Carter and Leslie's Doomsday Argument maintains that reflection upon the number of humans born thus far, when that number is viewed as having been uniformly randomly selected from amongst all humans, past, present and future, leads to a dramatic rise in the probability of an early end to the human experiment. We examine the Bayesian structure of the Argument and find that the drama is largely due to its oversimplification.

I consider three aspects in which machine learning and philosophy of science can illuminate each other: methodology, inductive simplicity and theoretical terms. I examine the relations between the two subjects and conclude by claiming these relations to be very close.

This work provides a conceptual foundation for a Bayesian approach to artificial inference and learning. I argue that Bayesian confirmation theory provides a general normative theory of inductive learning and therefore should have a role in any artificially intelligent system that is to learn inductively about its world. I modify the usual Bayesian theory in three ways directly pertinent to an eventual research program in artificial intelligence. First, I construe Bayesian inference rules as defeasible, allowing them to be overridden in (...) certain contexts and therefore allowing them to play a part in a hybrid system, coexisting with non-Bayesian modes of inference. I take seriously the need to find meaningful prior probabilities for hypotheses, and elaborate means for supplying an artificial intelligence with such. And I address the computational complexity of Bayesian inference by reference to simplifications using causal networks and by allowing the probabilistic acceptance of hypotheses and subsequent qualitative inference to supplement Bayesian reasoning. The result is a Pragmatic Bayesian model of induction. (shrink)

Richard Cytowic has done considerable service to the scientific study of synesthesia, conducting important research and publishing two recent books on the subject. The study of synesthesia raises interesting questions about scientific method, both because of the negative reception it received initially--often being viewed as tainted by a reliance upon introspective reports--and because of the connections Cytowic has found between synesthetic perception and the limbic system, thereby possibly undermining some of the claims to objectivity in perception and scientific method. I (...) dispute some of the more extreme methodological conclusions Cytowic draws from his work and reinforce others by reference to different arguments current within the philosophy of science. (shrink)

This book defends an original and pluralist theory of when and why discrimination wrongs people, in particular, through unfair subordination, through the violation of their right to a particular deliberative freedom, or through the denial to them of access to a basic good.

Berichte zur Wissenschaftsgeschichte, Volume 45, Issue 1-2, Page 55-86, June 2022.

Aristotle's account of female nature has received mostly negative treatment, emphasising what he says females cannot do. Building on recent research, this book comprehensively revises such readings, setting out the complex and positive role played by the female in Aristotle's thought with a particular focus on the longest surviving treatise on reproduction in the ancient corpus, the Generation of Animals. It provides new interpretations of the nature of Aristotle's sexism, his theory of male and female interaction in generation, and his (...) account of inherited features. It also discusses a range of more general issues which can and should be re-examined in light of Aristotle's account of female animals: his methodology, hylomorphism, teleology and psychology. Aristotle on Female Animals will be valuable to all those interested in Aristotle's philosophy and the history of gender. (shrink)

Very often, when a belief or a method of reasoning strikes us as morally wrong, it also seems to wrong someone in particular. For instance, if an acquaintance j.

For the past 40 years, the 14-day rule has governed and, by defining a clear boundary, enabled embryo research and the clinical benefits derived from this. It has been both a piece of legislation and a rule of good practice globally. However, methods now allow embryos to be cultured for more than 14 days, something difficult to imagine when the rule was established, and knowledge gained in the intervening years provides robust scientific rationale for why it is now essential to (...) conduct research on later stage human embryos. In this paper, I argue that the current limit for embryo research in vitro should be extended to 28 days to permit research that will illuminate our beginnings as well as provide new therapeutic possibilities to reduce miscarriage and developmental abnormalities. It will also permit validation of potentially useful alternatives. Through consideration of current ethical arguments, I also conclude that there are no coherent or persuasive reasons to deny researchers, and through them humanity, the knowledge and the innovation that this will generate. (shrink)

We present a probabilistic extension to active path analyses of token causation (Halpern & Pearl 2001, forthcoming; Hitchcock 2001). The extension uses the generalized notion of intervention presented in (Korb et al. 2004): we allow an intervention to set any probability distribution over the intervention variables, not just a single value. The resulting account can handle a wide range of examples. We do not claim the account is complete --- only that it fills an obvious gap in previous active-path (...) approaches. It still succumbs to recent counterexamples by Hiddleston (2005), because it does not explicitly consider causal processes. We claim three benefits: a detailed comparison of three active-path approaches, a probabilistic extension for each, and an algorithmic formulation. (shrink)

Efforts to include women in the canon have long been beset by reactionary gatekeeping, typified by the charge “That's not philosophy.” That charge doesn't apply to early and mid‐analytic female philosophers—Welby, Ladd‐Franklin, Bryant, Jones, de Laguna, Stebbing, Ambrose, MacDonald—with job titles like lecturer in logic and professor of philosophy and publications in Mind, the Journal of Philosophy, and Proceedings of the Aristotelian Society. It's hopeless to dismiss their work as “not philosophy.” But comparable reactionary gatekeeping affects them, this paper argues, (...) typified by the labels “bad philosophy” and “derivative philosophy.” Virtue and vice epistemology help explain why these women have been neglected and why their own approaches are epistemically virtuous. Their contemporaries and historians are deficient in scholarly virtues in labelling these women's work “bad” or derived from male mentors with no or specious justification. Their disparaged qualities—intellectual humility, modesty, critical self‐reflection, disclosing biases—are often epistemic virtues. (shrink)

This paper aims to establish that, for Aristotle, the state of the physical body is crucial to the human capacity for theoretical understanding. In recent years, scholars have begun to recognise the importance of Aristotle’s biological writings for understanding his psychology, after the relative neglect of these connections. The relevance in particular of the so-called Parva naturalia, small works on what is common to body and soul, and the De motu animalium, a work devoted to animal motion in broad terms, (...) has begun to fill in the picture of how the living body is involved in cognition. This paper will support this point of view by adding the De generatione animalium, a work which gives an account of the advent of soul capacities through the development of the body from the blood, under the control of the nutritive soul. An Aristotelian science of human physiology is a study of the “thinking body”, a person as a whole rather than disembodied nous. I will first set out factors that have made it difficult to integrate Aristotle’s biological treatises into our understanding of human thinking. Next, I will distinguish the thinking shared with other animals, from theoretical understanding, which is something only humans can achieve. I will then explain the aspects of the body that must facilitate and eventually bring about the capacity for thinking, before turning to Aristotle’s embryology where nutritive soul is ultimately responsible for the construction and maintenance of the thinking body. It will be concluded that only a human body leads to theoretical understanding and only a healthy human body can do so adequately. (shrink)

I argue that there is an important analogy between sex selection and selective abortion of fetuses diagnosed with Down syndrome. There are surprising parallels between the social construction of Down syndrome as a disability and the deeply entrenched institutionalization of sexual difference in many societies. Prevailing concepts of gender and mental retardation exert a powerful influence in constructing the sexual identities and life plans of people with Down syndrome, and also affect their families' lives.1.

This paper presents a novel position in the philosophy of logic: I argue that _validity_ is a thick concept. Hence, I propose to consider _validity_ in analogy to other thick concepts, such as _honesty_, _selfishness_ or _justice_. This proposal is motivated by the debate on the normativity of logic: while logic textbooks seem simply descriptive in their presentation of logical truths, many have argued that logic has consequences for how we ought to reason, for what we ought to believe, or (...) for what we ought to infer. How can logic be normative, if it appears to be descriptive? According to the proposal of this paper, the normativity of logic can be explained because a thick concept is in play: _validity_. Thus, I argue that the debate on how to best characterize validity and the debate on logic’s normativity are more connected than we think, because _validity_ is a thick concept. (shrink)

Epithelia are the first organized tissues that appear during development. In many animal embryos, early divisions give rise to a polarized monolayer, the primary epithelium, rather than a random aggregate of cells. Here, we review the mechanisms by which cells organize into primary epithelia in various developmental contexts. We discuss how cells acquire polarity while undergoing early divisions. We describe cases where oriented divisions constrain cell arrangement to monolayers including organization on top of yolk surfaces. We finally discuss how epithelia (...) emerge in embryos from animals that branched early during evolution and provide examples of epithelia‐like arrangements encountered in single‐celled eukaryotes. Although divergent and context‐dependent mechanisms give rise to primary epithelia, here we trace the unifying principles underlying their formation. (shrink)

In cases of self-gaslighting, the subject worries that other people will be skeptical of one of her beliefs—for instance, the belief that she has been sexually harassed. Prompted by this worry, she...

Bayesian networks are computer programs which represent probabilitistic relationships graphically as directed acyclic graphs, and which can use those graphs to reason probabilistically , often at relatively low computational cost. Almost every expert system in the past tried to support probabilistic reasoning, but because of the computational difficulties they took approximating short-cuts, such as those afforded by MYCIN's certainty factors. That all changed with the publication of Judea Pearl's Probabilistic Reasoning in Intelligent Systems, in 1988, which synthesized a decade of (...) research making accurate graphical probabilistic reasoning computationally achievable.Bayesian network technology is now one of the fastest growing fields of research in artificial intelligence. That it has become a publication industry in its own right is shown by a search on Google scholar :This development, together with a parallel related growth in the use of causal discovery algorithms which automate the learning of Bayesian networks from sample data, has generated considerable interest, and controversy, within the philosophy-of-science community.Three central questions bringing together AI researchers and philosophers of science are: Are Bayesian networks Bayesian? What is the relation between probability and causality? Are the assumptions behind causal discovery of Bayesian networks realistic or fantastical?Jon Williamson, as a philosopher of science with a keen interest in the technology, asks and answers these questions in his new book. Although it is self-contained, his book is not very likely as an introduction to the technology , nor is it optimal even as an introduction to the philosophical problems in interpreting Bayesian networks . Rather Williamson's book is an attempt to move the debate forward by solving the central problems of the …. (shrink)

Mesenchymal stem cells (MSCs) are present in fat tissues throughout the body, yet little is known regarding their biological role within epidural fat. We hypothesize that debridement of epidural fat and/or subsequent loss of MSCs within this tissue, disrupts homeostasis in the vertebral environment resulting in increased inflammation, fibrosis, and decreased neovascularization leading to poorer functional outcomes post‐injury/operatively. Clinically, epidural fat is commonly considered a space‐filling tissue with limited functionality and therefore typically discarded during surgery. However, the presence of MSCs (...) within epidural fat suggests that itis more biologically active than historically believed and may contribute to the regulation of homeostasis and regeneration in the dural environment. While the current literature supports our hypothesis, it will require additional experimentation to determine if epidural fat is an endogenous driver of repair and regeneration and if so, this tissue should be minimally perturbed from its original location in the spinal canal. Also see the video abstract here https://youtu.be/MIol_IWK1os. (shrink)

This book explores "real" valuation through tracing the pragmatic meanings of "mattering." Employing Peirce's overall pragmatic method and realism to understand what we mean when we say something "matters," it encourages consideration of the practices we engage in, the values attached to those practices, and their consequences.