BackgroundAs the use of AI becomes more pervasive, and computerised systems are used in clinical decision-making, the role of trust in, and the trustworthiness of, AI tools will need to be addressed. Using the case of computational phenotyping to support the diagnosis of rare disease in dysmorphology, this paper explores under what conditions we could place trust in medical AI tools, which employ machine learning.MethodsSemi-structured qualitative interviews (n = 20) with stakeholders (clinical geneticists, data scientists, bioinformaticians, industry and patient support (...) group spokespersons) who design and/or work with computational phenotyping (CP) systems. The method of constant comparison was used to analyse the interview data.ResultsInterviewees emphasized the importance of establishing trust in the use of CP technology in identifying rare diseases. Trust was formulated in two interrelated ways in these data. First, interviewees talked about the importance of using CP tools within the context of a trust relationship; arguing that patients will need to trust clinicians who use AI tools and that clinicians will need to trust AI developers, if they are to adopt this technology. Second, they described a need to establish trust in the technology itself, or in the knowledge it provides—epistemic trust. Interviewees suggested CP tools used for the diagnosis of rare diseases might be perceived as more trustworthy if the user is able to vouchsafe for the technology’s reliability and accuracy and the person using/developing them is trusted.ConclusionThis study suggests we need to take deliberate and meticulous steps to design reliable or confidence-worthy AI systems for use in healthcare. In addition, we need to devise reliable or confidence-worthy processes that would give rise to reliable systems; these could take the form of RCTs and/or systems of accountability transparency and responsibility that would signify the epistemic trustworthiness of these tools. words 294. (shrink)

Data reveal that the physical effects of trauma exposure increasingly surface in business, social, and other settings. Exposure to trauma at any point in life can cause employee health concerns, yet many firms do not acknowledge or address this. Herein, we combine trauma theory with human capital theory to explain how manifestations of trauma exposure— hyperarousal, intrusion, and constriction—impact employee health and performance. This article outlines how each manifestation affects human capital deployment, and thus employee performance. It further demonstrates how (...) these human capital deployment issues have individual- and unit-level performance implications. This article offers a theory linking health effects of trauma to performance outcomes at work. It suggests how managerial awareness of trauma manifestations is a necessary step toward workplaces becoming supportive or healing. Our model offers new explanations related to why some individuals behave as they do at work and connects trauma to employee behavior and value creation. (shrink)

My essay argues that Marx follows Hegel in adopting a tragic meta-ethics. This stands against interpretations of Marx that deny he made moral commitments and those which argue that he saw exploitation and alienation as immoral or unjust. Moral tragedy is the view that historical circumstances can justify two or more irreconcilable moral standpoints that conflict with one another. I detail Hegel’s tragic notion of morality inspired by Oresteia and Antigone and how it opposes the Enlightenment universalism of Kant. I (...) show how Marx’s meta-ethics takes up this tragic framework through three examples: (1) between an ascetic ethos of efficiency and an ethos of consumption and luxury; (2) between political economists and ethicists; and (3) between capitalists and workers over the length of the workday. For Marx, socialist revolution resolves moral tragedies and makes a truly universal morality possible by resolving the historical contradictions that produce them. (shrink)

The aim of this essay is to introduce an original and radical phenomenology of life into Heidegger’s earliest lectures at Freiburg University. The motivation behind this aim lies in the exclusion of life from the existential analytic despite Heidegger’s preoccupation with the question of life during this very early period. Principally, the essay demonstrates how Husserl’s phenomenological insight into the intentionality of life has the potential to be transformed into a living aporia. Although this demonstration is set within the general (...) context of obtaining knowledge in and of life, it is achieved via a reciprocal critique of the possibility of a philosophy of life and Husserlian phenomenology to reveal the congruence life philosophy has with the project of phenomenology. In contrast to fundamental ontology, the essay ends by exposing Heidegger’s latent and inexplicit formulation of phenomenology in terms of a radical correlation that holds aporetically between living and unliving experience. (shrink)

Inductive reasoning is fundamental to human cognition, yet it remains unclear how we develop this ability and what might influence our inductive choices. We created novel categories in which crucial factors such as domain and category structure were manipulated orthogonally. We trained 403 4–9-year-old children to categorise well-matched natural kind and artefact stimuli with either featural or relational category structure, followed by induction tasks. This wide age range allowed for the first full exploration of the developmental trajectory of inductive reasoning (...) in both domains. We found a gradual transition from perceptual to categorical induction with age. This pattern was stable across domains, but interestingly, children showed a category bias one year later for relational categories. We hypothesise that the ability to use category information in inductive reasoning develops gradually, but is delayed when children need to process and apply more complex category structures. (shrink)

al treatment of episodic substance intoxicated states with or without self-inflicted injuries. Patients later can develop comorbid medical illnesses associated with nonadherence of treatment or iatrogenic conditions, both of which result in complex end-of-life-care decisions. Institutional familiarity of repeat patients often leaves healthcare providers feeling responsible for the patient despite having little influence over the patients' ultimate behavioral outcomes. This article describes a patient with chronic alcohol abuse, treatment noncompliance, severe personality disorder, recurrent suicidal ideation, self-injurious behavior, alcoholic cirrhosis, and (...) suicide attempt resulting in multisystem injuries leading to an ethical conflict regarding end-of-life care.... (shrink)

The rising demand for generative artificial intelligence (AI) is fueling the growth of extractive supply chains to build and power the infrastructures this technology demands. However, there is ambiguity within the scholarly literature about what constitutes an AI supply chain. By connecting discussions across disciplinary boundaries, this article proposes a novel theoretical framework to conceptualise the AI supply chain as consisting of four inter-connected spheres of ‘AI infrastructure’, ‘AI preparation’, ‘AI deployment’ and ‘e-waste’. It adopts the case study of OpenAI’s (...) ChatGPT to map one such example of an AI supply chain. In so doing, it analyses emerging forms of political contestation and resistance, revealing how the development of these supply chains gives rise to political issues of supply chain opacity, an increasing concentration of actors and power and new forms of coalitional politics. The article contributes to our understanding of AI systems through the development of a more holistic approach that examines end-to-end AI production as an iterative process, providing a new perspective on the journey of material flows within these logistical networks. (shrink)

Sam Harris dismantles the most common justification for religious faith--that a moral system cannot be based on science.

In this enlightening book, Sam Harris argues that free will is an illusion but that this truth should not undermine morality or diminish the importance of social and political freedom; indeed, this truth can and should change the way we think about some of the most important questions in life.

What exactly are comics? Can they be art, literature, or even pornography? How should we understand the characters, stories, and genres that shape them? Thinking about comics raises a bewildering range of questions about representation, narrative, and value. Philosophy of Comics is an introduction to these philosophical questions. In exploring the history and variety of the comics medium, Sam Cowling and Wesley D. Cray chart a path through the emerging field of the philosophy of comics. Drawing from a diverse range (...) of forms and genres and informed by case studies of classic comics such as Watchmen, Tales from the Crypt, and Fun Home, Cowling and Cray explore ethical, aesthetic, and ontological puzzles, including: - What does it take to create-or destroy-a fictional character like Superman? - Can all comics be adapted into films, or are some comics impossible to adapt? - Is there really a genre of “superhero comics”? - When are comics obscene, pornographic, and why does it matter? At a time of rapidly growing interest in graphic storytelling, this is an ideal introduction to the philosophy of comics and some of its most central and puzzling questions. (shrink)

Sam Gillespie's The Mathematics of Novelty presents a new account of Alain Badiou and Gilles Deleuze, identifying conceptual impasses in their philosophical ...

The theoretical virtue of parsimony values the minimizing of theoretical commitments, but theoretical commitments come in two kinds : ontological and ideological. While the ontological commitments of a theory are the entities it posits, a theory’s ideological commitments are the primitive concepts it employs. Here, I show how we can extend the distinction between quantitative and qualitative parsimony, commonly drawn regarding ontological commitments, to the domain of ideological commitments. I then argue that qualitative ideological parsimony is a theoretical virtue. My (...) defense proceeds by demonstrating the merits of qualitative ideological parsimony and by showing how the qualitative conception of ideological parsimony undermines two notable arguments from ideological parsimony: David Lewis’ defense of modal realism and Ted Sider’s defense of mereological nihilism. (shrink)

Taking their motivation from the perceived failure of the reductive physicalist project concerning consciousness, panpsychists ascribe subjectivity to fundamental material entities in order to account for macro-consciousness. But there exists an unresolved tension within the mainstream panpsychist position, the seriousness of which has yet to be appreciated. I capture this tension as a dilemma, and offer advice to panpsychists on how to resolve it. The dilemma is as follows: Panpsychists take the micro-material realm to feature phenomenal properties, plus micro-subjects to (...) whom these properties belong. However, it is impossible to explain the generation of a macro-subject (like one of us) in terms of the assembly of micro-subjects, for, as I show, subjects cannot combine. Therefore the panpsychist explanatory project is derailed by the insistence that the world’s ultimate material constituents are subjects of experience. The panpsychist faces a choice of giving up her explanatory ambitions, or of giving up the claim that the ultimates are subjects. I argue that the latter option is preferable, leading to neutral monism, on which phenomenal qualities are irreducible but subjects are reducible. So panpsychists should be neutral monists. (shrink)

According to the modal view, essence admits of reductive analysis in exclusively modal terms. Fine (1994) argues that modal view delivers an inadequate analysis of essence. This paper defends the modal view from Fine's challenge. This defense proceeds by examining the disagreement between Finean primitivists and Quinean eliminativists about essence. In order to model this disagreement, a distinction between essence and a separable concept, nature, is required. This distinction is then used to show that Fine's challenge is misdirected and therefore (...) unsuccessful. (shrink)

Sam Clark explores what it takes for work to contribute to human flourishing.

Offers a conciliatory solution to one of the central contemporary debates in the theory of rationality, the debate about the proper formulation of rational requirements. Introduces a novel conception of the “symmetry problem” for wide scope rational requirements, and sketches a theory of rational commitment as a response.

Argues that the normative relation of commitment is routinely overlooked by philosophers, and that investigating it reveals some interesting similarities between the moral and rational domains.

In an interesting experimental study, Bonini et al. (1999) present partial support for truth-gap theories of vagueness. We say this despite their claim to find theoretical and empirical reasons to dismiss gap theories and despite the fact that they favor an alternative, epistemic account, which they call ‘vagueness as ignorance’. We present yet more experimental evidence that supports gap theories, and argue for a semantic/pragmatic alternative that unifies the gappy supervaluationary approach together with its glutty relative, the subvaluationary approach.

Mereological realism holds that the world has a mereological structure – i.e. a distribution of mereological properties and relations. In this article, I defend Eleaticism about properties, according to which there are no causally inert non-logical properties. I then present an Eleatic argument for mereological anti-realism, which denies the existence of both mereological composites and mereological simples. After defending Eleaticism and mereological anti-realism, I argue that mereological anti-realism is preferable to mereological nihilism. I then conclude by examining the thesis that (...) composition is identity and noting its consequences for the question of mereological structure. (shrink)

The indispensability argument seeks to establish the existence of mathematical objects. The success of the indispensability argument turns on finding cases of genuine extra- mathematical explanation. In this paper, I identify a new case of extra- mathematical explanation, involving the search patterns of fully-aquatic marine predators. I go on to use this case to predict the prevalence of extra- mathematical explanation in science.

Elementary Recursive Nonstandard Analysis, in short ERNA, is a constructive system of nonstandard analysis with a PRA consistency proof, proposed around 1995 by Patrick Suppes and Richard Sommer. Recently, the author showed the consistency of ERNA with several transfer principles and proved results of nonstandard analysis in the resulting theories (see [12] and [13]). Here, we show that Weak König's lemma (WKL) and many of its equivalent formulations over RCA₀ from Reverse Mathematics (see [21] and [22]) can be 'pushed down' (...) into the weak theory ERNA, while preserving the equivalences, but at the price of replacing equality with equality 'up to infinitesimals'. It turns out that ERNA plays the role of RCA₀ and that transfer for universal formulas corresponds to WKL. (shrink)

Many familiar forms of property realism identify properties with sui generis ontological categories like universals or tropes and posit a fundamental instantiation relation that unifies objects with their properties. In this paper, I develop and defend locationism, which identifies properties with locations and holds that the occupation relation that unifies objects with their locations also unifies objects with their properties. Along with the theoretical parsimony that locationism enjoys, I argue that locationism resolves a puzzle for actualists regarding the ontological status (...) of uninstantiated properties. I also note some promising applications of the locationist framework to the metaphysics of quantities and possible worlds. (shrink)

In this paper, I present and defend an explication of content in terms of the mathematical notion of information. In its most general formulation, the theory says that two states have the same content just in case they carry the same information, relative to a communication network. My account reifies content (it is the discrete counterpart to continuous information) and supports the idea that agents have internal means of comparing the contents of two thoughts. Further, it makes sense to say (...) that agents have communicated successfully when they coordinate on content in this sense; they have transmitted information without loss. (shrink)

In this paper I first examine two important assumptions underlying the argument that physicalism entails panpsychism. These need unearthing because opponents in the literature distinguish themselves from Strawson in the main by rejecting one or the other. Once they have been stated, and something has been said about the positions that reject them, the onus of argument becomes clear: the assumptions require careful defence. I believe they are true, in fact, but their defence is a large project that cannot begin (...) here. So, in the final section I comment on what follows if they are granted. I agree with Strawson that --broadly -- 'panpsychism' is the direction in which philosophy of mind should be heading; nevertheless, there are certain difficulties in the detail of his position. In light of these I argue for changes to the doctrine, bringing it into line with the slightly. (shrink)