We argue that cognitive models can provide a common ground between human users and deep reinforcement learning (Deep RL) algorithms for purposes of explainable artificial intelligence (AI). Casting both the human and learner as cognitive models provides common mechanisms to compare and understand their underlying decision-making processes. This common grounding allows us to identify divergences and explain the learner's behavior in human understandable terms. We present novel salience techniques that highlight the most relevant features in each model's decision-making, as well (...) as examples of this technique in common training environments such as Starcraft II and an OpenAI gridworld. (shrink)

Deaths of Despair (DoD), or mortality resulting from suicide, drug overdose, and alcohol-related liver disease, have been rising steadily in the United States over the last several decades. In 2020, a record 186,763 annual despair-related deaths were documented, contributing to the longest sustained decline in US life expectancy since 1915–1918. This forum feature considers how health humanities disciplines might fruitfully engage with this era-defining public health catastrophe and help society better understand and respond to the crisis.

This chapter contains sections titled: Van Inwagen's First Formalization.

We live in turbulent times, our world is changing at accelerating speed. Information is everywhere, but wisdom appears in short supply when trying to address key inter-related challenges of our time such as; runaway climate change, the loss of biodiversity, the depletion of natural resources, the on-going homogenization of culture, and rising inequity. Living in such times has implications for education and learning. This book explores the possibilities of designing and facilitating learning-based change and transitions towards sustainability. In 31 chapters (...) contributors from across the world discuss (re)emerging forms of learning that not only assist in breaking down unsustainable routines, forms of governance, production and consumption, but also can help create ones that are more sustainable. The book has been divided into three parts: re-orienting science and society, re-connecting people and planet and re-imagining education and learning. This is essential reading for educators, educational designers, change agents, researchers, students, policymakers and entrepreneurs alike, who are concerned about the well-being of the planet and convinced of our ability to do better. The content and related issues can be discussed on the blog by editor Arjen Wals: Transformative learning. 'We are living in times of incertitude, complexity, and contestation, but also of connectivity, responsibility, and new opportunities. This book analyses the consequences of these times for learning in formal, non-formal, and informal education. It explores the possibilities offered by the concept of sustainability as a central category of a holistic paradigm which harmonizes human beings with Earth. To change people and to change the world are interdependent processes - this book contributes to both.' Moacir Gadotti, Director of Paulo Freire Institute, São Paulo, Brazil 'I hope you share my excitement about the innovations for sustainability that this book catalogues and analyses. While the ecological news is grim, the human news is not. Even in a time of accelerating change, people are showing their enormous capacities to learn, adapt, restore and protect.' From the Foreword by Juliet Schor, author of ‘True Wealth: how and why millions of Americans are creating a time-rich, ecologically-light, small-scale high-satisfaction economy’ 'This book implies a ‘culture of critical commitment’ in educational thinking and practice - engaged enough to make a real difference to social-ecological resilience and sustainability but reflexively critical enough to learn constantly from experience and to keep options open in working for a sustainability transformation.' From the Afterword by Stephen Sterling, Professor of Sustainability Education, Centre for Sustainable Futures, Plymouth University, United Kingdom. (shrink)

There are two main paradigms for brain-related science, with different implications for brain-focused intervention or advancement. The paradigm of homeostasis (“stability through constancy,” Walter Cannon), originating from laboratory-based experimental physiology pioneered by Claude Bernard, shows that living systems tend to maintain system functionality in the direction of constancy (or similitude). The aim of physiology is elucidate the factors that maintain homeostasis, and therapeutics aim to correct abnormal factor functions. The homeostasis paradigm does not formally recognize influences outside its controlled experimental (...) frames and it is variable in its modelling of neural contributions. The paradigm of allostatic orchestration (PAO) extends the principle of allostasis (“stability through change”) as originally put forth by Peter Sterling. The PAO originates from an evolutionary perspective and recognizes that biological set points change in anticipation of changing environments. The brain is the organ of central command, orchestrating cross-system operations to support optimal behavior at the level of the whole organism. Alternative views of blood pressure regulation and posttraumatic stress disorder illustrate differences between the paradigms. For the PAO, complexities of top-down neural effects and environmental context are foundational (not to be “factored out”), and anticipatory regulation is the principle of their interface. The allostatic state represents the integrated totality of brain-body interactions. Health itself is an allostatic state of optimal anticipatory oscillation, hypothesized to relate to the state of criticality, a mathematical point of poise between phases, on the border between order and disorder (or the “edge of chaos”). Diseases are allostatic states of impaired anticipatory oscillations, demonstrated as rigidifications of set points across the brain and body (disease comorbidity). Conciliation of the paradigms is possible, with “reactive homeostasis” resolved as an illusion stemming from anticipation of environmental monotony. Considerations are presented with respect to implications of the two paradigms for brain-focused intervention or advancement; the hypothesis that the state of criticality is a vehicle for evolutionary processes; concordance with a philosophy of freedom based on ethical individualism as well as self-creativity, non-obsolescence, empowerment, and citizenship; and concluding reflections on the science and ethics of the placebo, and the potential for virtuous cycles of brain-Anthropocene interactions. (shrink)

We take up the challenge of developing an international network with capacity to survey the world's scientists on an ongoing basis, providing rich datasets regarding the opinions of scientists and scientific sub-communities, both at a time and also over time. The novel methodology employed sees local coordinators, at each institution in the network, sending survey invitation emails internally to scientists at their home institution. The emails link to a ‘10 second survey’, where the participant is presented with a single statement (...) to consider, and a standard five point Likert scale. In June 2023, a group of 30 philosophers and social scientists invited 20,085 scientists across 30 institutions in 12 countries to participate, gathering 6,807 responses to the statement 'Science has put it beyond reasonable doubt that COVID-19 is caused by a virus'. The study demonstrates that it is possible to establish a global network to quickly ascertain scientific opinion on a large international scale, with high response rate, low opt-out rate, and in a way that allows for significant (perhaps indefinite) repeatability. Measuring scientific opinion in this new way would be a valuable complement to currently available approaches, potentially informing policy decisions and public understanding across diverse fields. (shrink)

We take up the challenge of developing an international network with capacity to survey the world’s scientists on an ongoing basis, providing rich datasets regarding the opinions of scientists and scientific sub-communities, both at a time and also over time. The novel methodology employed sees local coordinators, at each institution in the network, sending survey invitation emails internally to scientists at their home institution. The emails link to a ‘10 second survey’, where the participant is presented with a single statement (...) to consider, and a standard five-point Likert scale. In June 2023, a group of 30 philosophers and social scientists invited 20,085 scientists across 30 institutions in 12 countries to participate, gathering 6,807 responses to the statement Science has put it beyond reasonable doubt that COVID-19 is caused by a virus. The study demonstrates that it is possible to establish a global network to quickly ascertain scientific opinion on a large international scale, with high response rate, low opt-out rate, and in a way that allows for significant (perhaps indefinite) repeatability. Measuring scientific opinion in this new way would be a valuable complement to currently available approaches, potentially informing policy decisions and public understanding across diverse fields. (shrink)

Inferentialism is the view that representational content is explained by lingual or mental states interacting according to inferential rules. Mendelovici and Bourget have argued against inferentialism that rules of inference do not sufficiently constrain content. This paper argues that their argument can be further strengthened such that its conclusion yields that content and inferential roles are strictly independent. It will then be argued that this conclusion is untenable and that the argument, rather than undermining inferentialism, corrodes the model theoretic foundations (...) of standard philosophical semantics. The paper concludes with some hints towards an alternative semantic paradigm. (shrink)

Recent discussions in the history of analytic philosophy have targeted questions about the concept of ‘Analytic Philosophy’ itself. Scholars, such as Glock (2008) and Preston (2004), have argued that ‘Analytic Philosophy’ cannot plausibly be characterised in terms of necessary and sufficient conditions and that other, more pragmatic, approaches must be taken instead. In this paper, we argue that similar questions that have recently emerged about the status of ‘Western Philosophy’ can be informed by these debates in the history of analytic (...) philosophy. Some recent scholars, most notably Platzky Miller (2023) and Cantor (2022), have argued that the concept of ‘Western philosophy’ should be abandoned altogether, due to its incoherence and the role it plays in upholding and perpetuating various exclusionary mechanisms and politically dubious aims. The aim of this paper is to apply the lessons learnt from similar discussions about ‘Analytic Philosophy’ and to build on Platzky Miller’s and Cantor’s innovative proposals. We argue that the term should not be abandoned altogether and that continuing to use it is required for combating exclusions in the history of philosophy. (shrink)

The Cognitive Basis of Science concerns the question 'What makes science possible?' Specifically, what features of the human mind and of human culture and cognitive development permit and facilitate the conduct of science? The essays in this volume address these questions, which are inherently interdisciplinary, requiring co-operation between philosophers, psychologists, and others in the social and cognitive sciences. They concern the cognitive, social, and motivational underpinnings of scientific reasoning in children and lay persons as well as in professional scientists. The (...) editors' introduction lays out the background to the debates, and the volume includes a consolidated bibliography that will be a valuable reference resource for all those interested in this area. The volume will be of great importance to all researchers and students interested in the philosophy or psychology of scientific reasoning, as well as those, more generally, who are interested in the nature of the human mind. (shrink)

In this paper we argue that awareness comes in degrees, and we propose a novel multi-factor account that spans both subjective experiences and perceptual representations. At the subjective level, we argue that conscious experiences can be degraded by being fragmented, less salient, too generic, or flash-like. At the representational level, we identify corresponding features of perceptual representations—their availability for working memory, intensity, precision, and stability—and argue that the mechanisms that affect these features are what ultimately modulate the degree of awareness. (...) We conclude the paper by demonstrating why the original interpretations of certain empirical findings that apparently pose problems for our account are, in fact, flawed. (shrink)

Donald proposes that early Homo evolved mimesis as a new form of cognition. This article investigates the mimesis hypothesis in relation to the evolution of teaching. The fundamental capacities that distinguish hominin teaching from that of other animals are demonstration and pantomime. A conceptual analysis of the instructional and communicative functions of demonstration and pantomime is presented. Archaeological evidence that demonstration was used for transmitting the Oldowan technology is summarized. It is argued that pantomime develops out of demonstration so that (...) the primary objective of pantomime is that the onlooker learns the motoric patterns shown in the pantomime. The communicative use of pantomime is judged to be secondary. This use of pantomime is also contrasted with other forms of gestures. A key feature of the analysis is that the meaning of a pantomime is characterized by the force patterns of the movements. These force patterns form the core of a model of the cognitive mechanism behind pantomime. Finally, the role of pantomime in the evolution of language is also discussed. (shrink)

Der Forschung gelaufig ist die Rede von einer ersten (5./4. Jh. v. Chr.) und der sog. Zweiten Sophistik (2. Jh. n. Chr). Aber auch die Literatur des Hellenismus und der fruhen Kaiserzeit kennt zahlreiche Sophisten. Der Sophist, verstanden als (schlechter) Lehrer und Redner, Gegenspieler des Philosophen oder Vertreter der griechischen Bildung, bildet deshalb den Dreh-und Angelpunkt der Beitrage, die Schlaglichter auf Orte, Methoden und Personen der Bildungsvermittlung werfen. Die Beitrage zeigen, wie pagane und judische Denker, Platoniker und Stoiker Bildung als (...) Weg zum richtigen Welt- und Gottesverstandnis verstehen. Mit Beitragen von: Christian Fron, Marco Galli, Johann Goeken, Stefanie Holder, Alexandra Michalewski, Peter Scholz, Paul Schubert, Gregory E. Sterling, Werner Urbanz, Beatrice Wys. (shrink)

There has been much first-rate work done in recent years both by way of criticizing Humean assumptions and explicating alter native concepts of causal explanation and non-logical necessity. Roderick Chisholm early showed the inadequacies of neo-Humean views of explanation in his articles on counterfactual inference, and C. J. Ducasse, Sterling Lamprecht, William Kneale, Nicholas Maxwell, Richard Taylor, G. E. M. Anscombe, P. T. Geach, Milton Fisk, Baruch Brody, Peter Alexander, R. Harré, and William Wallace, among others, have articulated (...) interesting alternative views to the Humean ones they have so trenchantly criticized. We will be concerned with the recent work of Harré and Wallace in this study. Harré has not only launched a fresh attack but has also presented what is probably the most fully developed neorealistic [[sic]] alternative. Wallace’s work is basically historical but has an intentional systematic import also. The books of the two authors are mutually supportive. (shrink)

Nathan Salmon has defended what might be called “weak modal anti-realism”—the view that possible-object names can refer to possible objects that neither exist nor are otherwise real. But rather than adopting a similar view in the fictional case, he instead defends fictional creationism—the view that fictional characters are existent but abstract entities created by authors of fiction. In this paper, I first argue that if weak modal antirealism is defensible then weak fictional antirealism is defensible as well. Second, I argue (...) that there is no reason to prefer fictional creationism over weak fictional antirealism but there is very good reason to prefer the latter over the former. And third, I defend weak fictional antirealism against the charge that it cannot provide a satisfactory account of statements that prima facie involve reference to or quantification over fictional characters. (shrink)

By reference to Maxwell's kinetic theory, one feature of hypothetico-deductivism is defended. A scientist need make no inference to a hypothesis when he first proposes it. He may have no reason at all for thinking it is true. Yet it may be worth considering. In developing his kinetic theory there were central assumptions Maxwell made (for example, that molecules are spherical, that they exert contact forces, and that their motion is linear) that he had no reason to believe true. In (...) this paper I develop a position that explains why they were worth considering, and that rejects the retroductive position that a hypothesis is worth considering when, if true, it would explain the observed data. (shrink)

Presents a unified semantics for various readings of 'together', using event mereology.

The goal of this paper is to explore, from a phenomenologically informed perspective, the phenomenon of the operative spatialization of human thinking, viewed in its relationship with the embodied human organism’s spatial experience. Operative spatialization in this context refers to the cognitive role and functioning of spatial schematizations and differentiations in human thinking. My particular focus is the domain of conceptualization. By drawing on Husserl’s discussion of the (linguistic) process of a sedimentation of meaning, I aim to show that spatialization (...) functions in a structurally ambivalent manner. On the one hand, spatialization predisposes and thus narrows the scope of human conceptual thought. On the other hand, spatialization establishes an implicit cognitive scaffold indispensable for the development and practice of human higher-order thinking. The structure and functioning of this scaffold, I argue, is intrinsically related to the spatial structure and dynamics of human embodiment. Synthesizing insights from phenomenological studies concerning the experiential constitution of space, and classic and recent research findings from fields such as cognitive linguistics and psychology concerning the cognitive dimension of image-schemas and gestural behavior, I argue that the living human body functions centrally as the sense-constitutive ‘site of conversion’ (Husserl) between concrete structures of spatial experience and abstract structures of conceptual thought. (shrink)

We take up the challenge of developing an international network with capacity to survey the world’s scientists on an ongoing basis, providing rich datasets regarding the opinions of scientists and scientific sub-communities, both at a time and also over time. The novel methodology employed sees local coordinators, at each institution in the network, sending survey invitation emails internally to scientists at their home institution. The emails link to a ‘10 second survey’, where the participant is presented with a single statement (...) to consider, and a standard five-point Likert scale. In June 2023, a group of 30 philosophers and social scientists invited 20,085 scientists across 30 institutions in 12 countries to participate, gathering 6,807 responses to the statement Science has put it beyond reasonable doubt that COVID-19 is caused by a virus. The study demonstrates that it is possible to establish a global network to quickly ascertain scientific opinion on a large international scale, with high response rate, low opt-out rate, and in a way that allows for significant (perhaps indefinite) repeatability. Measuring scientific opinion in this new way would be a valuable complement to currently available approaches, potentially informing policy decisions and public understanding across diverse fields. (shrink)

performances. But comparatively little work has been by way of elucidating such speech acts,[1] and without an adequate account of them, such comparisons will ultimately prove to be empty. In this paper, I will defend an illocutionary pretense view, according to which actors pretend to perform various kinds of illocutionary acts rather than genuinely performing them. This is, of course, a fairly intuitive position to take. What I want to argue, however, is that this is the route one must take: (...) there are simply no tenable alternatives. (shrink)

In the traditional decision theories the role of forecasts is to a large extent swept under the carpet. I believe that a recognition of the connections between forecasts and decisions will be of benefit both for decision theory and for the art of forecasting.In this paper I have tried to analyse which factors, apart from the utilities of the outcomes of the decision alternatives, determine the value of a decision. I have outlined two answers to the question why a decision (...) which is made on the basis of a forecast is better than a decision which is based on a guess. Neither of these answers is universally valid. An assumption which is necessary for the first answer, i.e. Good's result, is that Bayes' rule is accepted as a correct and generally applicable decision principle. The second answer, which was given with the aid of probability intervals, departed from a more general decision principle, the maximin criterion for expected utilities, which was formulated in order to evade some of the criticism against Bayes' rule. However, the argument leading to the ansser is based on the assumption that the probability intervals associated with the states of nature represent certain knowledge. For this reason this answer is only approximatively valid.As a number of quotations in the section on “the weight of evidence” show, it is not sufficient to describe the knowledge about the states of nature by a single number, representing the (subjective) probability of the state, but something else has to be invoked which measures the amount of information on which a decision is based. Several authors have tried to characterize this mysterious quantity, which here was called the weight of evidence. However, there seems to be little agreement as to how this quantity should be measured. (shrink)

We argue that, while Cavendish did express orthodox piety, she is likely to have been read by her contemporaries as heterodox and deistic at best, atheistic at worst. Furthermore, they would have been right: it is seemingly impossible to reconcile her metaphysical and epistemological views with particular providence, miracles, the incarnation and revelation. We proceed by outlining her general metaphysical position (section 1) before looking in some detail at her discussion of immaterial beings (section 2). We then consider the implications (...) of these views for certain orthodox Christian doctrines (section 3). (shrink)

First published in 2005. Routledge is an imprint of Taylor & Francis, an informa company.

Clinicians and cognitive scientists typically conceive of delusions as doxastic—they view delusions as beliefs. But some philosophers have countered with anti-doxastic objections: delusions cannot be beliefs because they fail the necessary conditions of belief. A common response involves meeting these objections on their own terms by accepting necessary conditions on belief but trying to blunt their force. I take a different approach by invoking a cognitive-phenomenal view of belief and jettisoning the rational/behavioural conditions. On this view, the anti-doxastic claims can (...) be rejected outright, and doxasticism can be defended. I call this the cognitive phenomenological defence of doxasticism. (shrink)

ABSTRACTThe ability to regulate emotions is essential for psychological well-being. Therefore, it is particularly important to investigate the specific dynamics of emotion regulation. In a new appr...

This volume reaffirms the indispensable place of the arts in any coherent curriculum. The author hopes that the specific arguments formulated in the book will advance the conservationist post-Modernist aesthetic.

This paper details the ontological and epistemic character of activties that occur in mechanisms. It explains why they are sufficient to handle the problems of causation.

Formal dialogue games have been studied in philosophy since at least the time of Aristotle. Recently they have been applied in various contexts in computer science and artificial intelligence, particularly as the basis for interaction between autonomous software agents. We review these applications and discuss the many open research questions and challenges at this exciting interface between philosophy and computer science.

I OFFER AN ANALYSIS OF DESCARTES'S COGITO WHICH IS RADICALLY NOVEL WHILE INCORPORATING MUCH AVAILABLE INSIGHT. BY ENLARGING FOCUS FROM THE DICTUM ITSELF TO THE REASONING OF DOUBT, DREAMING AND DEMON, I DEMONSTRATE A CLOSE PARALLEL TO THE LOGIC OF THE LIAR PARADOX. THIS HELPS TO EXPLAIN FAMILIAR PARADOXICAL FEATURES OF DESCARTES'S ARGUMENT. THE ACCOUNT PROVES TO BE TEXTUALLY ELEGANT AND, MOREOVER, HAS CONSIDERABLE INDEPENDENT PHILOSOPHICAL PLAUSIBILITY AS AN ACCOUNT OF MIND AND SELF.

Contrary to common belief, IT systems often disappoint the expectations to increase productivity and flexibility of work and value creation processes. Moreover, most IT design and implementation projects still fail or burst time and cost budgets to a high extent. After presenting significant empirical evidence for these phenomena, the paper reflects on the reasons for their persistence by developing a semiotic perspective on the processes of dealing with computer artifacts in organisations. This semiotic view allows understanding the processes of designing, (...) implementing and using IT systems as efforts of structuring social practices in organisations. A typical case of enterprise resource planning system implementation illustrates this. Finally, a number of guidelines for an improved practice of designing and appropriating IT systems for effective use in organisations are derived from the theoretical reflections. (shrink)

Why do sports fans sometimes (often?) go crazy at sporting events and then afterwards proceed with their day as if nothing much happened? If something of genuine significance happened, something that warranted the emotional ups and downs the fan experienced during the game, why don’t its effects linger? These questions pose a version of the puzzle of sports fandom. Others have applied Kendall Walton’s theory of fiction to solve the puzzle, but Walton’s account of sports fandom fiction is unacceptably thin. (...) Recent attempts by Nathan Wildman and Joseph Moore to address this thinness problem fail. We answer the thinness objection by explaining how sports fandom is a collaboratively authored fiction, constructed by fans, sponsors, players, teams, media commentators, and more. The stories of sports fandom fiction are passed to new generations of fans in a way more reminiscent of The Iliad or The Romance of the Three Kingdoms. Sports fandom fiction is more like folklore, and less like a novel. (shrink)

Certain familiar theoretic claims of both popular and academic postmodernism are examined for their implications as to the necessary and desirable limits of social life. Taken to the end, these claims promote errancy as a means of freeing conduct from the constraints of foundation. But this kind of freedom, one which treats all limitation as pernicious, generates social action that is mechanical, scattered, and without substance—it is a pyrrhic emancipation which trades content for self-sufficiency and thus constitutes an empty life (...) of unhappy social dispersion. And yet an opportunity does remain to address the way a limit can also be inspiring if we think through how interpretation, a limit which is itself limited, invites nevertheless what Derrida glossed as joyous affirmation. Interpretation, though imperfect, offers powers that are genuine and enjoyable because these powers supply life with content and thus with the vitalizing collective and individual possibility of conduct which is affirmative (and disaffirmative). Perhaps it could even be said that interpretation emancipates us from the emptiness of pure freedom. (shrink)

The following paper explores the foundations of phenomenology, and seeks to provide those new to the discipline with ways of understanding its claims to assist knowers to attend to 'the things themselves'. Practical applications of this mode of inquiry are linked to adult education practice which is the author's field of practice but most of the ideas are readily applicable to social events and practices such as nursing, social work, recreation, history and the like. Indo-Pacific Journal of Phenomenology , Volume (...) 1, Edition 1 April 2001. (shrink)