Broadening access to both computational and educational resources is crit- ical to diffusing machine learning (ML) innovation. However, today, most ML resources and experts are siloed in a few countries and organizations. In this article, we describe our pedagogical approach to increasing access to applied ML through a massive open online course (MOOC) on Tiny Machine Learning (TinyML). We suggest that TinyML, applied ML on resource-constrained embedded devices, is an attractive means to widen access because TinyML leverages low-cost and globally (...) accessible hardware and encourages the development of complete, self-contained applications, from data collection to deployment. To this end, a collaboration between academia and industry produced a four part MOOC that provides application-oriented instruction on how to develop solutions using TinyML. The series is openly available on the edX MOOC platform, has no prerequisites beyond basic programming, and is designed for global learners from a variety of backgrounds. It introduces real-world applications, ML algorithms, data-set engineering, and the ethi- cal considerations of these technologies through hands-on programming and deployment of TinyML applications in both the cloud and on their own microcontrollers. To facili- tate continued learning, community building, and collaboration beyond the courses, we launched a standalone website, a forum, a chat, and an optional course-project com- petition. We also open-sourced the course materials, hoping they will inspire the next generation of ML practitioners and educators and further broaden access to cutting-edge ML technologies. (shrink)

One argument that Leibniz employed to rule out the possibility of a world soul appears to turn on the assumption that the very notion of an infinite number or of an infinite whole is inconsistent. This argument was considered in a series of three papers published in The Leibniz Review: in the first, by Laurence Carlin, the argument was delineated and analyzed; in the second, by myself, the argument was criticized and rejected; in the third, by Richard Arthur, an (...) attempt was made to defend Leibniz’s argument against my criticisms. In the present paper, I take up the matter again in an attempt to clarify the issues involved and to defend my original criticisms of the argument against the objections raised by Arthur. (shrink)

One argument that Leibniz employed to rule out the possibility of a world soul appears to turn on the assumption that the very notion of an infinite number or of an infinite whole is inconsistent. This argument was considered in a series of three papers published in The Leibniz Review: in the first, by Laurence Carlin, the argument was delineated and analyzed; in the second, by myself, the argument was criticized and rejected; in the third, by Richard Arthur, an (...) attempt was made to defend Leibniz’s argument against my criticisms. In the present paper, I take up the matter again in an attempt to clarify the issues involved and to defend my original criticisms of the argument against the objections raised by Arthur. (shrink)

One of the many problems that would have t o be solved by a satisfactory theory of empirical knowledge, perhaps the most central is a general structural problem which I shall call the epistemic regress problem: the problem of how to avoid an in- finite and presumably vicious regress of justification in ones account of the justifica- tion of empirical beliefs. Foundationalist theories of empirical knowledge, as we shall see further below, attempt t o avoid the regress by locating a (...) class of empirical beliefs whose justification does not depend on that of other empirical beliefs. Extemalist theories, the topic of the present paper, represent one species of foundationalism. (shrink)

Algorithms wield increasing control over our lives—over which jobs we get, whether we're granted loans, what information we're exposed to online, and so on. Algorithms can, and often do, wield their power in a biased way, and much work has been devoted to algorithmic bias. In contrast, algorithmic neutrality has gone largely neglected. I investigate three questions about algorithmic neutrality: What is it? Is it possible? And when we have it in mind, what can we learn about algorithmic bias?

Fallibilists claim that one can know a proposition on the basis of evidence that supports it even if the evidence doesn't guarantee its truth. Jessica Brown offers a compelling defence of this view against infallibilists, who claim that it is contradictory to claim to know and yet to admit the possibility of error.

Research to improve the health of pregnant and fetal patients presents ethical challenges to clinical investigators, institutional review boards, funding agencies, and data safety and monitoring boards. The Common Rule sets out requirements that such research must satisfy but no ethical framework to guide their application. We provide such an ethical framework, based on the ethical concept of the fetus as a patient. We offer criteria for innovation and for Phase I and II and then for Phase III clinical trials (...) to improve the health of pregnant patients and of fetal patients and also criteria to responsibly manage the transition from investigation to clinical practice. Basing ethical criteria for research involving pregnant women on the ethical concept of the fetus as a patient insulates the proposed ethical framework and therefore research on pregnant women from the divisive and politicized concepts and discourses of personhood, fetal rights, and unborn child. (shrink)

In this paper I present a novel account of achievement and I argue that, all other things being equal, the presence of this particular type of achievement in a person’s life makes that life more meaningful. In arguing for this conclusion, I explore the connections between m-achievements and a person’s self-conception and especially the idea that m-achievements provide a reason for the revision of one’s self-conception.

Part 1. Introduction -- Introduction: Navigating the Perfect Moral Storm in Light of a Thirty-Five Year Debate -- Thirty-Five Year Climate Change Policy Debate -- Part 2. Priority Ethical Issues -- Ethical Problems with Cost Arguments -- Ethics and Scientific Uncertainty Arguments -- Atmospheric Targets -- Allocating National Emissions Targets -- Climate Change Damages and Adaptation Costs -- Obligations of Sub-national Governments, Organizations, Businesses, and Individuals -- Independent Responsibility to Act -- Part 3. The Crucial Role of Ethics in Climate (...) Change Policy Making -- Why Has Ethics Failed to Achieve Traction? -- Conclusion: Navigating the Perfect Moral Storm. (shrink)

La philosophie cartésienne se décline en un refrain tranquille : « je pense, donc je suis », la méthode, le doute, le triomphe de la raison, Dieu lui-même soumis à la logique de l’entendement et toutes les passions domestiquées. Ce refrain semble même être devenu celui de la nation française toute entière : y a-t-il un autre philosophe auquel il soit fait aussi couramment référence? Mais ce « cartésianisme » que la tradition a retenu n’est justement pas cartésien. A rebours (...) de nos a priori sur Descartes, Laurence Devillairs souligne le caractère inclassable de sa philosophie : Descartes revendique le droit de la raison à s’exercer librement mais il se définit aussi comme « philosophe chrétien » ; il déclare l’homme capable de connaître l’essence même de Dieu mais en affirme l’irréductible incompréhensibilité ; il rétablit les droits de l’âme contre toute confusion avec le corporel mais fait de l’homme l’union intime d’un corps et d’un esprit. Ainsi se fait jour le portrait d’un maître à penser sans réel disciple, critique de la philosophie de l’École, désireux de voir le cartésianisme enseigné au titre de philosophie officielle, premier philosophe de la modernité et meilleur théologien de son siècle. Descartes n’a d’autre école que la sienne. (shrink)

Hate speech law can be found throughout the world. But it is also the subject of numerous principled arguments, both for and against. These principles invoke a host of morally relevant features and practical considerations . The book develops and then critically examines these various principled arguments. It also attempts to de-homogenize hate speech law into different clusters of laws/regulations/codes that constrain uses of hate speech, so as to facilitate a more nuanced examination of the principled arguments. Finally, it argues (...) that it is morally fitting for judicial and legislative judgments about the overall warrant of hate speech law to reflect principled compromise. Principled compromise is characterized not merely by compromise over matters of principled concern but also by compromise which is itself governed by ideals of moral duty or civic virtue. (shrink)

The Minos is one of thirty-five dialogues that ancient editors and commentators regarded as one of the authentic works of Plato. Although it is now regarded as spurious, in both the classical and modern eras, the Minos was treated as a suitable problematic introduction to Plato's Laws. The co-authors (Houlgate and Hathaway) believe that it is still an excellent introduction to the Laws. It has philosophical significance whether or not it is authentic. It is the philosophical significance that is discussed (...) in this article. (shrink)

Ron Giere’s recent book Scientific perspectivism sets out an account of science that attempts to forge a via media between two popular extremes: absolutist, objectivist realism on the one hand, and social constructivism or skeptical anti-realism on the other. The key for Giere is to treat both scientific observation and scientific theories as perspectives, which are limited, partial, contingent, context-, agent- and purpose-dependent, and pluralism-friendly, while nonetheless world-oriented and modestly realist. Giere’s perspectivism bears significant similarity to earlier ideas of Paul (...) Feyerabend and John Dewey. Comparing these to Giere’s work not only uncovers a consilience of ideas, but also can help to fill out Giere’s account in places where it is not fully developed, as well as helping us understand the work of these earlier authors and their continuing relevance to contemporary concerns in philosophy of science.Keywords: Ronald Giere; Paul Feyerabend; John Dewey; Perspectivism; Pragmatism; Pluralism. (shrink)

Against the “universal consent of the people” and “the crowd of philosophers”, Pascal proves the existence of the void, thus re-establishing the truth where only the force and falsity of opinions had prevailed. Nature “has no repugnance for the void”, it “makes no effort to avoid it” but “admits it without difficulty or resistance”. Pascal defines the void as neither matter nor nothingness. Can this definition be found in Philosophy, in the Anthropology of the Pensées? We would like to show (...) the importance of the notion of the capacity of empty nature, which is decisive when it comes to describing the condition of man, troubled by a desire for truth and happiness that he cannot satisfy. Nature is thus, for him, what is “most contrary” to him, depriving him of what is rightfully his. The void has a cardinal function in Physics, but also in Philosophy. (shrink)

Jecker and colleagues open (2024) a critical and needed dialogue about the ethics of international conferencing. In particular, they focus on proposing a set of principles in selecting the location...

The essays in Politics, Nature, and Piety take up the central question of political philosophy: What is the good life, and what place do nature, politics, and piety have in that life? 'The unity of the essays,' Alex Priou writes in his introduction, 'lies in the various tensions explored: between ancients and moderns, religion and philosophy, magnanimity and prudence, justice and friendship, and, most fundamentally, spiritedness and the intellect.' Laurence Berns proves an excellent guide for beginning one's study of (...) the great books of political philosophy, from Plato to the present." --Publisher's description. (shrink)

Chaque fois que les hommes parlent du temps, ils le connotent d'une valorisation typiquement humaine : "Prendre du bon temps", "perdre son temps", "la fuite du temps". Cette expérience immédiate, affective et bouleversante favorise un discours quasi simpliste ou nostalgique sur ce temps considéré comme ce qui enferme le tragique ou le pathétique de la condition humaine, vouée à la finitude. Le paradoxe réside donc, en ce fait qu'il paraît complexe de dire l'essence du temps, d'autant que souvent chacun en (...) est réduit à n'en faire qu'une description mesurable, chronologique ou phénoménologique. Toutefois cette conception d'un temps essentiellement linéaire ne semble pas rendre compte de l'aspect cyclique ou rythmé de certaines manifestations (notamment naturelles), ni même des résurgences du passé par l'intermédiaire de la mémoire, ou encore des projets et des anticipations envisagés en prévention d'un "à-venir". L'embarras réside, spécifiquement, dans cette aporie à donner une consistance au temps typiquement humain face à la perfection ontologique d'une éternité : Ontologie qu'il importe de situer en l'homme par opposition à une entité extérieure rendue visible par l'instrument de mesure, mais qui ne peut coïncider avec l'intériorisation du temps intuitionné au coeur de l'être en plein étance. Ontologie à distinguer notamment d'un Etre suprême qui échappe à toute temporalité et présuppose son immuabilité et dont l'homme, dans son statut d'être livré au temps, est coupé. Au regard de cette complexité, nous pouvons réitérer la question : Qu'est-ce que le temps et comment le penser? Comment égrener une philosophie du temps comparable à la saisie de l'écoulement de grains de sable dans un sablier et palper au coeur même de la vie, dans son efflorescence la puissance de l'instant? L'ouvrage de Laurence Vanin fournit un ensemble d'éléments susceptibles d'orienter le lecteur vers des réponses... (shrink)

One of the most important abilities we have as humans is the ability to think about number. In this chapter, we examine the question of whether there is an essential connection between language and number. We provide a careful examination of two prominent theories according to which concepts of the positive integers are dependent on language. The first of these claims that language creates the positive integers on the basis of an innate capacity to represent real numbers. The second claims (...) that language’s function is to integrate contents from modules that humans share with other animals. We argue that neither model is successful. (shrink)

This volume is a comprehensive survey of contemporary thought on a wide range of issues and provides students with the basic background to current debates in metaphysics.

This book offers a unique synthesis of past and current work on the structure, meaning, and use of negation and negative expressions, a topic that has engaged thinkers from Aristotle and the Buddha to Freud and Chomsky. Horn's masterful study melds a review of scholarship in philosophy, psychology, and linguistics with original research, providing a full picture of negation in natural language and thought; this new edition adds a comprehensive preface and bibliography, surveying research since the book's original publication.

Are properties perfectly natural (or not) relative to worlds, or are they perfectly natural (or not) tout court? That is, could there be a property P that is instanti-ated at worlds w1 and w2, and is perfectly natural at w1 but not at w2? Here, we offer an original argument for the non-world-relativity of perfect naturalness. Along the way, we reply to a prima facie compelling argument for the contin-gency of perfect naturalness, based upon the connection between natural prop-erties and (...) laws of nature. (shrink)

Cognitive science proposes that we have evolved to build mental maps of the world not according to its actual, physical nature, but according to what allows us to thrive. In other words, our individual and collective realities are fictions - carefully constructed to enable us to maintain our particular perspectives. It used to be that our fictions were rooted to reasonably solid things: to people, places and memories. Today, in an age of online personas, alternative truths, constant surveillance and an (...) increasingly hysterical news cycle, our realities are becoming more flimsy and more vulnerable than ever before. Ours is now a zoomed-in perspective, where the backstage is centre stage. We are both camera person and subject, with new powers and new weaknesses. Our personal and political spheres are dangerously merging. How will the form and grammar of our feelings have to change in this over-exposed environment? Should any of our stories remain secret? How are these phenomena changing the way we live? How do we maintain a sense of reality in an increasingly fantastic world? Picnic Comma Lightning is an innovative examination of the nature of reality in the twenty-first century, one that explores the key ethical, political and neurological forces contouring our inner selves, but also the old influences of grief and desire, memory and imagination. In it, award-winning author Laurence Scott provides a lively and accessible new philosophy for this epoch in Western civilisation, one that will change the way you see the world, and your place within it."--Publisher description. (shrink)

I defend the thesis that most or all perceptual experiences are infused with imaginative contributions. While the idea is not new, it has few supporters. I begin by developing a framework for the underlying debate. Central to that framework is the claim that a perceptual experience is infused with imagination if and only if there are self-generated contributions to that experience that have ampliative effect on its phenomenal and directed elements. Self-generated ingredients to experience are produced by the subject as (...) opposed to being received from the world. Some form of stored content is an obvious starting point. Ampliative effects are aspects of perceptual experience that outstrip the content the senses get from the world. This conceptual framework is applied to three case studies: object-sameness and object-kind recognition (section 2), memory colour (section 3), and perceptual constancy and amodal completion (section 4). If the three cases and my overall analysis are accepted (a substantive if), then we have a forceful inductive argument for perception being infused with imagination. (shrink)

In this incisive new book one of Britain's most eminent philosophers explores the often overlooked tension between voluntariness and involuntariness in human cognition. He seeks to counter the widespread tendency for analytic epistemology to be dominated by the concept of belief. Is scientific knowledge properly conceived as being embodied, at its best, in a passive feeling of belief or in an active policy of acceptance? Should a jury's verdict declare what its members involuntarily believe or what they voluntarily accept? And (...) should statements and assertions be presumed to express what their authors believe or what they accept? Does such a distinction between belief and acceptance help to resolve the paradoxes of self-deception and akrasia? Must people be taken to believe everything entailed by what they believe, or merely to accept everything entailed by what they accept? Through a systematic examination of these problems, the author sheds new light on issues of crucial importance in contemporary epistemology, philosophy of mind, and cognitive science. (shrink)

The book was planned and written as a single, sustained argument. But earlier versions of a few parts of it have appeared separately. The object of this book is both to establish the existence of the paradoxes, and also to describe a non-Pascalian concept of probability in terms of which one can analyse the structure of forensic proof without giving rise to such typical signs of theoretical misfit. Neither the complementational principle for negation nor the multiplicative principle for conjunction applies (...) to the central core of any forensic proof in the Anglo-American legal system. There are four parts included in this book. Accordingly, these parts have been written in such a way that they may be read in different orders by different kinds of reader. (shrink)

The life fantastic -- Bedtime stories -- The end of things -- Optical disillusions -- Double vision -- Backstage pass -- Romance languages -- Fellow-feeling -- Bolts from the blue -- Final fantasies.

Meet Tega. Blue, fluffy, and AI-enabled, Tega is a relational robot: a robot designed to form relationships with humans. Created to aid in early childhood education, Tega talks with children, plays educational games with them, solves puzzles, and helps in creative activities like making up stories and drawing. Children are drawn to Tega, describing him as a friend, and attributing thoughts and feelings to him ("he's kind," "if you just left him here and nobody came to play with him, he (...) might be sad"). Scholars and members of the public alike have raised the alarm about relational robots, worrying that the relationships that people, and especially children, form with such robots are objectionably inauthentic. We, members of an interdisciplinary team that developed and studies Tega, make this inauthenticity worry precise and offer practical recommendations for addressing it. We distinguish two kinds of (in)authenticity -- inauthenticity as unreality, and inauthenticity as deception -- arguing that neither is just what others have thought it is. With our distinction in hand, we argue that the authenticity concern can be met only through co-design methods -- methods that give stakeholders of all kinds (e.g. parents, educators, and children themselves) a genuine say in how relational robots are built. (shrink)

The thesis advanced in this book is that feeling and cognition actualize through a process that originates in older brain formations and develops outward through limbic and cortical fields through the self-concept and private space into (as) the world. An iteration of this transition deposits acts, objects, feelings and utterances. Value is a mode of conceptual feeling that depends on the dominant phase in this transition: from desire through interest to object worth. Among the topics covered are subjective time and (...) change, the epochal nature of objects and their temporal extensibility and the evolution of value from inorganic matter into organic form. The theory of microgenesis informs this work. According to this theory, acts and objects evolve in milliseconds through phases that replicate patterns in forebrain evolution. The progression in the actualization of the mind/brain state is from archaic to recent in brain formation, from unity to diversity, from past to present and from mind to world. An account is given of the diversity of felt experience avoiding the reductionist moves characteristic of biological materialism and the inherent dualism of psychoanalytic and related theories. This book is intended for any reader interested in the psychology of the inner life and philosophy of mind, including philosophers, psychologists, psychiatrists and others with an interest in problems of value and moral feeling. (shrink)

This chapter surveys the origins and development in Greek philosophy of the thought that living well requires living as a citizen of the world.

Perhaps the most pervasive conviction within the Western epistemological tradition is that in order for a belief to constitute knowledge it is necessary that it be epistemically justified: that the person in question have a reason or warrant which makes it at least highly likely that the belief is true. Historically, most epistemologists have distinguished two main sources from which such justification might arise. It has seemed obvious to all but a very few that many beliefs are justified by appeal (...) to one’s experience of the world. But it has seemed equally obvious to most that there are other beliefs, including many of the most important ones that we have, which are justified in a way which is entirely independent of any appeal to such experience, justified, as it is usually put, a priori, by reason or pure thought alone. (shrink)

This paper responds to an argument from Botin which claims that Russellian physicalism is committed to the view that either (i) our phenomenal concepts do not reveal anything essential about phenomenal properties (following Goff, Botin calls this the ‘opaque’ account of phenomenal concepts), or that (ii) phenomenal concepts are capable of revealing at least some of the essence of phenomenal properties—making phenomenal concepts ‘translucent’ if some-but-not-all-revealing or ‘transparent’ if all-revealing—but this entails that phenomenal properties are fundamental, which violates physicalism. I (...) argue that Botin is wrong that Russellian physicalists are committed to the view that physical and phenomenal concepts must have similarly qualitative/phenomenal modes of presentation or contents, since Russellian physicalists assume that we do not possess concepts which specifically refer to non-phenomenal categorical properties. If we were to acquire concepts for non-phenomenal categorical properties, they would need to have categorical contents and modes of presentation, but need not have qualitative/phenomenal contents and modes of presentation. Given this, Russellian physicalists can embrace a translucent account of phenomenal concepts, and hold that our phenomenal concepts more-or-less accurately tell us about certain sorts of non-fundamental properties which are both physical and categorical. (shrink)

This paper is an analysis of the concept "Mistake in Performance," a phrase first coined by Miss Elizabeth Anscombe in her monograph On Intention. The author shows that examples of a mistake in performance are nothing but cases of ordinary mistakes of judgment. The only difference between the two is that in cases of mistake in performance the agent acts on the basis of an erroneous judgment, that is, he fails to do what he intended to do.

Strong nativist views about numerical concepts claim that human beings have at least some innate precise numerical representations. Weak nativist views claim only that humans, like other animals, possess an innate system for representing approximate numerical quantity. We present a new strong nativist model of the origins of numerical concepts and defend the strong nativist approach against recent cross-cultural studies that have been interpreted to show that precise numerical concepts are dependent on language and that they are restricted to speakers (...) of languages with the right kind of structure. (shrink)