The application of AI in medicine (AIM) is producing health practices more reliable, accurate and efficient than traditional medicine (TM) by assisting partly / totally the medical decision-making, such as the use of deep learning in diagnostic imagery, designing treatment plans or preliminary diagnosis. Yet, most of these AI systems are pure “black-boxes”: the practitioner understands the inputs and outputs of the system but cannot have access to what happens “inside” it and cannot offer an explanation, creating an opaque process (...) that culminates in a “trust gap” in two levels: (a) between patients and the medical experts; (b) between the medical expert and the medical process itself. This creates a “black-box medicine” since the practitioner ought to rely (epistemically) on these AI systems that are more accurate, fast and efficient than any expert or group of human experts but are not transparent (epistemically) and do not offer any kind of explanation. In this paper, we want to introduce some preliminary remarks about the pros and cons of three possible solutions to deal with the “trust gap” in AIM. (shrink)

In this paper, we argue that one way to approach what is known in the literature as the “Trust Gap” in Medical AI is to focus on explanations from an Explainable AI (xAI) perspective. Against the current framework on xAI – which does not offer a real solution – we argue for a pragmatist turn, one that focuses on understanding how we provide explanations in Traditional Medicine (TM), composed by human agents only. Following this, explanations have two specific relevant components: (...) they are usually (i) social and (ii) abductive. Explanations, in this sense, ought to provide understanding by answering contrastive _why-questions_: “Why had P happened instead of Q?” (Miller in AI 267:1–38, 2019) (Sect. 1 ). In order to test the relevancy of this concept of explanation in medical xAI, we offer several reasons to argue that abductions are crucial for medical reasoning and provide a crucial tool to deal with trust gaps between human agents (Sect. 2 ). If abductions are relevant in TM, we can test the capability of Artificial Intelligence systems on this merit. Therefore, we provide an analysis of the capacity for social and abductive reasoning of different AI technologies. Accordingly, we posit that Large Language Models (LLMs) and transformer architectures exhibit a noteworthy potential for effective engagement in abductive reasoning. By leveraging the potential abductive capabilities of LLMs and transformers, we anticipate a paradigm shift in the integration of explanations within AI systems. This, in turn, has the potential to enhance the trustworthiness of AI-driven medical decisions, bridging the Trust Gap that has been a prominent challenge in the field of Medical AI (Sect. 3 ). This development holds the potential to not only improve the interpretability of AI-generated medical insights but also to guarantee that trust among practitioners, patients, and stakeholders in the healthcare domain is still present. (shrink)

This volume collects twenty original essays on the philosophy of film. It uniquely brings together scholars working across a range of philosophical traditions and academic disciplines to broaden and advance debates on film and philosophy. The book includes contributions from a number of prominent philosophers of film including Noël Carroll, Chris Falzon, Deborah Knight, Paisley Livingston, Robert Sinnerbrink, Malcolm Turvey, and Thomas Wartenberg. While the topics explored by the contributors are diverse, there are a number of thematic threads that connect (...) them. Overall, the book seeks to bridge analytic and continental approaches to philosophy of film in fruitful ways. Moving to the individual essays, the first two sections offer novel takes on the philosophical value and the nature of film. The next section focuses on the film-as-philosophy debate. Section IV covers cinematic experience, while Section V includes interpretations of individual films that touch on questions of artificial intelligence, race and film, and cinema's biopolitical potential. Finally, the last section proposes new avenues for future research on the moving image beyond film. This book will appeal to a broad range of scholars working in film studies, theory, and philosophy. (shrink)

Este artigo objetivou adaptar a Escala de Altruismo Autoinformado (EAA), reunindo evidencias de sua validade de construto. Realizaram-se dois estudos em Joao Pessoa (PB), nos quais os participantes responderam a EAA e perguntas demograficas. No Estudo 1 participaram 331estudantes universitarios com ..

Does artificial intelligence (AI) exhibit consciousness or self? While this question is hotly debated, here we take a slightly different stance by focusing on those features that make possible both, namely a basic or fundamental subjectivity. Learning from humans and their brain, we first ask what we mean by subjectivity. Subjectivity is manifest in the perspectiveness and mineness of our experience which, ontologically, can be traced to a point of view. Adopting a non-reductive neurophilosophical strategy, we assume that the point (...) of view exhibits two layers, a most basic neuroecological and higher order mental layer. The neuroecological layer of the point of view is mediated by the timescales of world and brain, as further evidenced by empirical data on our sense of self. Are there corresponding timescales shared with the world in AI and is there a point of view with perspectiveness and mineness? Discussing current neuroscientific evidence, we deny that current AI exhibits a point of view, let alone perspectiveness and mineness. We therefore conclude that, as per current state, AI does not exhibit a basic or fundamental subjectivity and henceforth no consciousness or self is possible in models such as ChatGPT and similar technologies. (shrink)

This book brings together researchers from a variety of fields to jointly present and discuss some of the most relevant problems around the conscious mind. This academic plurality perfectly characterizes the complexity with which a current researcher is confronted to discuss and work on this topic. The volume is organized as follows: Part I introduces the general problems of Philosophy of Mind and some historical perspectives. Part II focuses on understanding the input that the empirical sciences can offer to the (...) theoretical problems. Part III discusses some of the core concepts of the field, namely, perception, memory and experience. Part IV debates human and artificial intelligence and, finally, Part V deliberates about the computation and the ethics of big data and artificial intelligence. The book contains valuable material for researchers in several fields such as Cognitive Science and Neuroscience, Psychology and Artificial Intelligence, and Philosophy. It can also be used as a guide to some courses at various levels, from BAs to MAs and PhD courses of several fields. It is our belief, as it is claimed in the preface by Georg Northoff, that there is an urgent need for a truly transdisciplinary exchange between philosophy and the sciences in order to stimulate some real progress. We hope that this book will become a sound step for such an interdisciplinary enterprise. (shrink)

What course of action do officers have when their conscience is in conflict with their duty? William A. Gouveia, Jr., describes the case of Col. David Hackworth, whose moral indignation at the conduct of the Vietnam War led him to public condemnation of the conflict, and the premature end of his brilliant military career. Gouveia argues that Hackworth's story has continuing relevancy and highlights important issues of the military?civilian relationship in a democracy.

"Offering a complete guide to the philosophical implications of Predictive Processing, this volume's contributors come from disciplines including philosophy, neuroscience and psychology. Together they explore the many philosophical applications of Predictive Processing, including mental health, cognitive science and neuroscience. These approaches are brought together by an introduction that provides an outline of this topic suitable for newcomers to the field, identifying the nuances of the topic"--.

This volume addresses key questions related to how content in thought is derived from perceptual experience. It includes chapters that focus on single issues on perception and cognition, as well as others that relate these issues to an important social construct that involves both perceptual experience and cognitive activities: aesthetics. While the volume includes many diverse views, several prominent themes unite the individual essays: a challenge to the notion of the discreet, and non-temporal, unit of perception, a challenge to the (...) traditional divide between perception and cognition, and a challenge to the traditional divide between unconscious and conscious intentionality. Additionally, the chapters discuss the content of perceptual experience, the value of traditional notions of content, disjunctivism, adverbialism, and phenomenal experience. The final section of essays dealing with perception and cognition in aesthetics features work in experimental aesthetics and unique perspectives from artists and gallerists working outside of philosophy. Perception, Cognition and Aesthetics is a timely volume that offers a range of unique perspectives on debates in philosophy of mind surrounding perception and cognition. It will also appeal to scholars working in aesthetics and art theory who are interested in the ways these debates influence our understanding of art. ists and gallerists working outside of philosophy. Perception, Cognition and Aesthetics is a timely volume that offers a range of unique perspectives on debates in philosophy of mind surrounding perception and cognition. It will also appeal to scholars working in aesthetics and art theory who are interested in the ways these debates influence our understanding of art. (shrink)

Unfounded—conspiracy and health—beliefs about COVID-19 have accompanied the pandemic worldwide. Here, we examined cross-nationally the structure and correlates of these beliefs with an 8-item scale, using a multigroup confirmatory factor analysis. We obtained a two-factor model of unfounded (conspiracy and health) beliefs with good internal structure (average CFI = 0.98, RMSEA = 0.05, SRMR = 0.04), but a high correlation between the two factors (average latent factor correlation = 0.57). This model was replicable across 50 countries (total N = 13,579), (...) as evidenced by metric invariance between countries (CFI = 0.96, RMSEA = 0.06, SRMS = 0.07) as well as scalar invariance across genders (CFI = 0.98, RMSEA = 0.04, SRMS = 0.03) and educational levels (CFI = 0.98, RMSEA = 0.04, SRMS = 0.03). Also, lower levels of education, more fear of COVID-19, and more cynicism were weakly associated with stronger conspiracy and health beliefs. The study contributes to knowledge about the structure of unfounded beliefs, and reveals the potential relevance of affective (i.e., fear of COVID-19) and cognitive (i.e., cynicism) factors along with demographics, in endorsing such beliefs. In summary, we obtained cross-cultural evidence for the distinctiveness of unfounded conspiracy and health beliefs about COVID-19 in terms of their structure and correlates. (shrink)

This article outlines aconceptual framework for examining recentoutbreaks of E. coli O157:H7 infectionassociated with the consumption of beef in theUnited States. We argue that beef produced inthis country is generally safer frombacteriological contamination than in the past.Paradoxically, increasing intensification andconcentration in the meat subsector since theearly 1980s has (a) altered agro-food ecology,including characteristics of foodborne bacteriaand human physiology; (b) created conditionsfavorable for the rapid amplification of lowconcentrations of pathogens; and (c) reducedthe beef industry's flexibility to introducechanges necessary to preclude and/or (...) controlthe rapid spread of pathogens in meat and meatproducts. As a result, beef industry currentlyis capable of producing large quantities ofbacteriologically safe meat whilesimultaneously becoming more vulnerable to foodcontaminations that can be fatal in some cases.The limitations and effectiveness of a newregulatory regime, the HACCP (Hazard Analysisand Critical Control Points) system as well asother efforts to decontaminate the beef supplyare discussed. (shrink)

Responding to serious environmental problems, requires urgent and fundamental shifts in our day-to-day lifestyles. This paper employs a qualitative, cross-cultural approach to explore people’s subjective self-reflections on their experiences of pro-environmental behavioral spillover in three countries; Brazil, China, and Denmark. Behavioral spillover is an appealing yet elusive phenomenon, but offers a potential way of encouraging wider, voluntary lifestyle shifts beyond the scope of single behavior change interventions. Behavioral spillover theory proposes that engaging in one pro-environmental action can catalyze the performance (...) of others. To date, evidence for the phenomenon has been mixed, and the causal processes governing relationships between behaviors appear complex, inconsistent and only partly understood. This paper addresses a gap in the literature by investigating accounts of behavioral spillover in three diverse cultural settings using qualitative semi-structured interviews. The analysis shows that while around half of participants overall who were questioned recalled spillover effects, the other half had not consciously experienced spillover. There were few significant differences across cultures, though some forms of spillover effects were reported more in some cultures than others. More environmentally-engaged participants across all three countries were significantly more likely to experience spillover than those who were less engaged. Accounts of within-domain spillovers were most commonly reported, mainly comprising waste, resource conservation and consumption-related actions. Accounts of between-domain spillover were very rare. Recollection of contextual and interpersonal spillover effects also emerged from the interviews. Our findings suggest that more conscious behavioral spillover pathways may be limited to those with pre-existing environmental values. Behavioral spillover may comprise multiple pathways incorporating conscious and unconscious processes. We conclude that targeting behavioral catalysts that generate more socially diffuse spillover effects could offer more potential than conventional spillover involving a single individual. (shrink)

BackgroundThis pilot study aims to test the usability of the iACTwithPain platform, an online ACT-based intervention for people with chronic pain, to obtain information on which intervention and usability aspects need improvement and on expected retention rates.MethodsSeventy-three Portuguese women with chronic pain were invited to complete the first three sessions of the iACTwithPain intervention assess their quality, usefulness and the platform’s usability. Twenty-one accepted the invitation. Additionally, eight healthcare professionals working with chronic medical conditions assessed the platform and the intervention (...) from a practitioner’s point of view.ResultsThis study presented a considerable attrition rate (71.43%) among chronic pain participants, with six completers. There were no significant differences in demographic or clinical variables between dropouts and completers except for completed education (participants who dropped out presented less education than completers). Reasons for dropout were related to difficult personal events occurring during the time of the intervention, lack of time, or having forgotten. There seemed to be an overall satisfaction with both the intervention, its contents and form of presentation of information, and the platform, concerning its design, appearance, and usability. Real image videos were preferred over animations or audio by chronic pain participants. Healthcare professionals emphasized the appealing and dynamic aspects of the animation format.ConclusionThis study informs the ongoing improvement of the iACTwithPain platform and provides valuable information on aspects researchers should consider while developing online psychological interventions for chronic pain. Further implications are discussed. (shrink)

Background: Chronic Pain (CP) has serious medical and social consequences, and leads to economic burden that threatens the sustainability of healthcare services. Thus, optimized management of pain tools to support CP patients in adjusting to their condition and improving quality of life is timely. Although Acceptance and Commitment Therapy (ACT) is considered an evidence-based psychological approach for CP, evidence for the efficacy of online-delivered ACT for CP is still scarce. At the same time, studies suggest that self-compassion mediates the change (...) in disability and psychopathological symptoms in ACT interventions for CP, although self-compassion is not a specific target in ACT. Thus, an explicit focus on self-compassion might increase the efficacy of ACT interventions for CP, although this hypothesis has not been tested. This study aims to develop an eHealth ACT and compassion-based self-management intervention for CP, the iACTwithPain, and to compare its efficacy in improving health outcomes to a similar ACT-only intervention and a waiting list group. Methods: The eHealth platform that will host the interventions will be developed using a flat design identity and will be interactive. The iACTwithPain intervention will comprise 8 weekly self-management sessions, and will be developed taking into consideration the psychological flexibility model applied to CP, with the addition of explicit compassion-based components. To analyse whether the iACTwithPain intervention will present superiority in improving CP’s impact and related health markers over the two other conditions, this study will follow a RCT design with three arms. CP patients will be recruited through direct contact with patient associations and healthcare services and a national press release in Portugal. Outcome measurement will be conducted at baseline, post-intervention and at 3- and 6-months follow-ups. The interventions’ acceptability will also be assessed. Discussion: The iACTwithPain intervention is expected to improve CP patients’ psychosocial functioning, quality of life, and empowerment, by promoting adaptive disease management and regulation of pain-related internal experiences. Results will contribute to a better understanding on the pertinence of adding compassion elements to ACT for CP and to reach an optimized intervention for CP. (shrink)

Scholarship on the Euthydemus has largely focused on the protreptic character of the Euthydemus—that is, the manner by which Socrates attempts to turn the young Cleinias toward philosophy. By focusing on the dramatic structure of the text, and above all its comic tenor, this article argues that it is Crito—he to whom Socrates tells his hilarious story of his encounter with the two sophist-brothers—who is the real object of Socrates’s protreptic speech.

Analyzes the origin, structure and resolution of Kant's antinomies of reason from a systematic rather than a historical perspective, exploring the relationship between the theoretical antinomies and the practical antinomy in order to indicate their similarities and differences and to suggest the dependence of the latter on the former.

On the philosophy of death in Hindu traditions; study based on Mr̥tyupurāṇa of Svāmī Mr̥tyujayānanda.

Problem: Mitterer's critique of the central argumentations of radical constructivists has been mostly neglected until today. The paper presents and evaluates his criticism and, in the second part, outlines a format of constructivism that tries to draw appropriate consequences. Solution: In his critique Mitterer explains why the radical constructivism represented above all by Maturana, Varela, von Glasersfeld or Roth still remains in a dualistic format. In his view Neurobiology is used in their writings as the indisputable basis for deriving far-reaching (...) epistemological consequences. Therefore constructivism evades self-application. To overcome this serious critique a different approach to constructivist thinking is sketched that operates without using any biological or psychological theories, tries to avoid dualism, and elaborates Mitterer's basic argument that the description of an object and the object under description are the same. Benefits: The paper shows what constructivism can learn from a serious critique and how it can be rewritten in a non-dualistic way. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Russell's Naturalistic Turn 37 INTRODUCTION L RUSSELL'S NATURALISTIC TURN RUSSELI.?S NATURALISTIC TURN NED S. GARVIN Philosophy I Albion College Albion, MI 49224 I Quine, Ontological Relativity (New York: Columbia U. P., 1969), p. 83. 1 Russell advocated this hypothetical acceptance of science much earlier, e.g., in AMa, pp. 398-9. Here we have many of the hallmarks of naturalized epistemology: (I) fallibilism, (2) the "best theory" account of science, (3) (...) the view that "knowing" is a natural phenomenon not confined to humans, and (4) the embedding of epistemology in behavioural psychology. But in 1940 Russell was a foundationalist (though an increasingly moderate one) who insisted that normative, or as he called it, "critical" epistemology must be distinguished from natural epistemology, and that critical epistemology is philosophically more important: "Within its limitations, theory of knowledge of the above sort is legitimate and In the nrst form of theory of knowledge, we accept the scientific account of the world, not as certainly true, but as the best at present available. The world, as presented by science, contains a phenomenon caIled "knowing", and theory of knowledge, in its first form, has to consider what sort of phenomenon this is. Viewed from the outside, it is, to begin with, a characteristic of living organisms, which is (broadly speaking) increasingly displayed as the organism becomes more complex. (Pp. 12-13)2 Both knowledge and error, at this stage, are observable relations between the behaviour of the organism and the facts of the environment. (P. 14) Quine argued that traditional justification requires non-scientific propositions that are more secure than scientific propositions, and we see there are none: science is providing the best account of the world and our knowledge of it. Though we abandon the attempt to justify science, we still attempt to understand it for nearly the same reasons that always motivated epistemology: "in order to see how evidence relates to theory, and in what ways one's theory of nature transcends any available evidence".I Russell contemplated a naturalistic turn of his own in 1943, shortly after writing An Inquiry into Meaning and Truth and nearly twentyfive years before Quine's landmark address. In the introduction to his Inquiry Russell claims that there are "two different inquiries, both important, and each having a right to the name 'theory of knowledge '" (IM~, p. 12). The first is recognizably natural epistemology: n.s. 11 (summer 1991): 36-S1.SSN 0036-016p ru•••II: the Journal of the Bertrand Russell Archives McMaster University Library Press w. V. Quine's address to the Fourteenth International Congress of Philosophy in 1968, published a year later as "Epistemology Naturalized " in Ontological Relativity and Other Essays, is a landmark of recent epistemology, marking the turn from traditional critical epistemology to a descriptive epistemology firmly embedded within natural science. I n 1943 Bertrand Russell wrote a little-known, three-page document he titled "Project of Future Work". It outlines the descriptive project of examining non-demonstrative inference that eventually becomes the focal point of Human Knowledge: Its Scope and Limits. More remarkably, this document anticipates many salient features of naturalized epistemology, e.g., Russell argues that (I) an answer to scepticism is futile, we cannot justify scientific method; (2) the Humean Predicament arises from a traditional insistence on an unrealistic, demonstrative canon of justification; (3) non-demonstrative, fallible inference is already firmly embedded in scientific practice as a canon of inference, and should augment the demonstrative canon; and (4) the primary epistemic· problem is descriptive: in what circumstances does scientific method allow us to infer the existence of something unobserved from what we observe. These claims, in the wake of An Inquiry into Meaning and Truth, suggest that Russell was on the verge of his own naturalistic turn. I argue that, despite striking anticipations of naturalized epistemology, Russell develops his descriptive project within a more traditional, critical epistemic perspective. 38 NED S. GARVIN important. But there is another kind of theory of knowledge which goes deeper and has, I think, much greater importance" (IMT;., p. 14). Russell observes that behavioural psychologists omit that they are fallible observers, and this fallibility introduces doubt into their results. Further, naive... (shrink)