Machine learning has become a key component of contemporary information systems. Unlike prior information systems explicitly programmed in formal languages, ML systems infer rules from data. This paper shows what this difference means for the critical analysis of socio-technical systems based on machine learning. To provide a foundation for future critical analysis of machine learning-based systems, we engage with how the term is framed and constructed in self-education resources. For this, we analyze machine learning tutorials, an important information source for (...) self-learners and a key tool for the formation of the practices of the machine learning community. Our analysis identifies canonical examples of machine learning as well as important misconceptions and problematic framings. Our results show that machine learning is presented as being universally applicable and that the application of machine learning without special expertise is actively encouraged. Explanations of machine learning algorithms are missing or strongly limited. Meanwhile, the importance of data is vastly understated. This has implications for the manifestation of social inequalities through machine learning-based systems. (shrink)

In this paper, we explore how the development and affordances of predictive analytics may impact how teachers and other educational actors think about and teach students and, more broadly, how society understands education. Our particular focus is on the data dashboards of learning support systems which are based on Machine Learning. While previous research has focused on how these systems produce credible knowledge, we explore here how they also produce compelling, persuasive and convincing narratives. Our main argument is that particular (...) kinds of stories are written by predictive analytics and written into their data dashboards. Based on a case study of a leading predictive analytics system, we explore how data dashboards imply causality between the ‘facts’ they are visualising. To do so, we analyse the stories they tell according to their spatial and temporal dimensions, characters and events, sequentiality as well as tellability. In the stories we identify, teachers are managers, students are at greater or lesser risk, and students’ sociality is reduced to machine-readable interactions. Overall, only data marked as individual behaviours becomes relevant to the system, rendering structural inequalities invisible. Reflecting on the implications of these systems, we suggest ways in which the uptake of these systems can interrupt such stories and reshape them in other directions. (shrink)

Dicotyledons are polarly organised in several ways. In plant morphology polarity, a principle allowing comparison of different plant structures has until yet not been studied. A division** of the vegetative plant in shoot and root as polar structures leads to the distinction of four instead of three basic organs: leaf, shoot axis, root axis and root cap together with the root hairs. The flower is also polarly organised, its poles are formed by the carpels and the stamens. The foliage leaves (...) are also polarly organised which is reflected by the morphological relationship of foliage leaf, stamen and carpel. The stamen uses the hypophyll*** as base of construction and the carpel uses the epiphyll**** as base of construction. Hypophyll and epiphyll are the two poles of the foliage leaf. Root and shoot, the polar entities of the vegetative plant and stamen and carpel, the polar entities of the generative plant, are morphologically correlated. Stamen and carpel can be understood as a combination of the basic organs of vegetative and generative parts of the plant. The basic organs of the generative plant are pollen grain and embryo sack with their gametophytes. The quantitative comparison of variable proportions is supplemented by a qualitative comparison of polarities. The result is, that the organisation type of the dicotyledons can yet be understood as constituted of morphological related parts.* in german Grundorgane. (shrink)

Criminal behaviour is but one behavioural tendency for which a genetic influence has been suggested. Whilst this research certainly raises difficult ethical questions and is subject to scientific criticism, one recent research project suggests that for some families, criminal tendency might be predicted by genetics. In this paper, supposing this research is valid, we consider whether intervening in the criminal tendency of future children is ethically justifiable. We argue that, if avoidance of harm is a paramount consideration, such an intervention (...) is acceptable when genetic selection is employed instead of genetic enhancement. Moreover, other moral problems in avoiding having children with a tendency to criminal behaviour, such as the prospect of social discrimination, can also be overcome. (shrink)

This book, the first comprehensive study in English of Heidegger's philosophy of art, starts in the mid-1930s with Heidegger's discussion of the Greek temple and his Hegelian declaration that a great artwork gathers together an entire culture in affirmative celebration of its foundational 'truth', and that, by this criterion, art in modernity is 'dead'. His subsequent work on Hölderlin, whom he later identified as the decisive influence on his mature philosophy, led him into a passionate engagement with the art of (...) Rilke, Ce;zanne, Klee and Zen Buddhism, liberating him not only from the overly restrictive conception of art of the mid-1930s but also from the disastrous politics of the period. Drawing on material hitherto unknown in the anglophone world, Young establishes a new account of Heidegger's philosophy of art and shows that his famous essay 'The Origin of the Work of Art' is its beginning, not its end. (shrink)

In a revolutionary new book, a theoretical physicist attacks the foundations of modern scientific theory, including the notion of time, as he shares evidence of ...

Introduction -- The type/token theory introduced -- Motivating the type/token theory : repeatability -- Nominalist approaches to the ontology of music -- Musical anti-realism -- The type/token theory elaborated -- Types I : abstract, unstructured, unchanging -- Types introduced and nominalism repelled -- Types as abstracta -- Types as unstructured entities -- Types as fixed and unchanging -- Types II : platonism -- Introduction : eternal existence and timelessness -- Types and properties -- The eternal existence of properties reconsidered -- (...) Types and patterns -- Defending the type/token theory I -- Unstructuredness and analogical predication -- Musical works as fixed and unchanging -- Abstractness and audibility (again) -- Works and interpretations -- Conclusion and resumé -- Defending the type/token theory II : musical platonism -- Platonism it is : replies to Anderson and Levinson -- The existence conditions of works of music -- Composition as creative discovery -- The nature of the compositional process : replies to objections -- Composition and aesthetic appraisal : a reply to Levinson -- Composition and aesthetic appraisal : understanding, interpretation, and correctness -- Musical works as continuants : a theory rejected -- A theory introduced -- Explicating and motivating the continuant view -- The continuant view and repeatability -- Further objections to the continuant view -- Musical works as compositional actions : a critique -- Currie's action-type hypothesis -- Davies's performance theory -- Sonicism I : against instrumentalism -- Sonicism introduced -- Sonicism motivated : moderate empiricism -- Instrumentation : timbral sonicism introduced -- Scores -- Instrumentation, artistic properties, and aesthetic content -- Levinson's rejoinder -- Sonicism II : against contextualism -- Introduction : formulating contextualism -- Contextualist ontological proposals -- Levinson's doppelgänger thought-experiments -- Artistic, representational, and object-directed expressive properties -- Aesthetic and non-object-directed expressive properties -- Conclusion : the place of context. (shrink)

What is the meaning of life? It is a question that has intrigued the great philosophers--and has been hilariously lampooned by Monty Python. Indeed, the whole idea strikes many of us as vaguely pompous, a little absurd. Is there one profound and mysterious meaning to life, a single ultimate purpose behind human existence? In What's It All About?, Julian Baggini says no, there is no single meaning. Instead, Baggini argues meaning can be found in a variety of ways, in this (...) life. He succinctly breaks down six answers people commonly suggest when considering what life is all about--helping others, serving humanity, being happy, becoming successful, enjoying each day as if it were your last, and "freeing your mind." By reducing the vague, mysterious question of meaning to a series of more specific (if thoroughly unmysterious) questions about what gives life purpose and value, he shows that the quest for meaning can be personal, empowering, and uplifting. If the meaning of life is not a mystery, if leading meaningful lives is within the power of us all, then we can look around us and see the many ways in which life can have purpose. We can see the value of happiness while accepting it is not everything. We can see the value of success, without interpreting that too narrowly. We can see the value of seizing the day as well as helping others lead meaningful lives. We can recognize the value of love, as perhaps the most powerful motivator of all. Illustrating his argument with the thoughts of many of the great philosophers and examples drawn from everyday life, Baggini convincingly shows that the search for meaning is personal and within the power of each of us to find. (shrink)

Great Thinkers A-Z is the ideal book for anyone interested in the history of Western thought and a valuable reference resource for students of philosophy and related disciplines.

En el siglo XX se ha realizado un " punto de inflexión " en la filosofía, que ha sido conocido por muy pocos, que ha sido abandonado apenas entrevisto. Este libro es el intento de tomarlo en serio y ensayar una visión de los problemas morales que no lo pase por alto; dicho con otras palabras, que no sea arcaico.

Enhancing Human Capacities is the first to review the very latest scientific developments in human enhancement. It is unique in its examination of the ethical and policy implications of these technologies from a broad range of perspectives. Presents a rich range of perspectives on enhancement from world leading ethicists and scientists from Europe and North America The most comprehensive volume yet on the science and ethics of human enhancement Unique in providing a detailed overview of current and expected scientific advances (...) in this area Discusses both general conceptual and ethical issues and concrete questions of policy Includes sections covering all major forms of enhancement: cognitive, affective, physical, and life extension. (shrink)

This groundbreaking work considers one of the central themes of archaeology, time, which until recently has been taken for granted. It considers how time is used and perceived by archaeology and also how time influences the construction of identities. The book presents case studies, eg, transition from hunter gather to farming in early Neolithic, to examine temporality and identity. Drawing upon the work of Martin Heidegger, Thomas develops a way of writing about the past in which time is seenm as (...) central to the emergence of the identities of peoples and things. He questions the modern western distinction between nature and culture, mind and body, object and subject, and argues that in some senses the temporal structure of human beings, artefacts and places are similar. (shrink)

This chapter questions the causal-constitution fallacy raised against the extended mind. It does so by presenting our signature temporal thesis about how to understand constitutive relations in the context of the extended mind, and with respect to dynamical systems, more broadly. We call this thesis diachronic constitution. We will argue that temporalising the constitution relation is not as remarkable (nor problematic) as it might initially seem. It is (arguably) inevitable, given local interactions between microscale and macroscale states of (coupled) dynamical (...) systems. We focus primarily on the metaphysics of the extended mind in this paper. However, we also show how our account of diachronic constitution has important implications for the metaphysics of dependence relations more generally as well as an emerging literature on inter-level explanations in the mechanistic framework applied to the discussion over extended, enactive and embodied cognition. (shrink)

Animals obviously cannot have a right of free speech or a right to vote because they lack the relevant capacities. But their right to life and to be free of exploitation is no less fundamental than the corresponding right of humans, writes Julian H. Franklin. This theoretically rigorous book will reassure the committed, help the uncertain to decide, and arm the polemicist. Franklin examines all the major arguments for animal rights proposed to date and extends the philosophy in new directions. (...) _Animal Rights and Moral Philosophy_ begins by considering the utilitarian argument of equal respect for animals advocated by Peter Singer and, even more favorably, the rights approach that has been advanced by Tom Regan. Despite their merits, both are found wanting as theoretical foundations for animal rights. Franklin also examines the ecofeminist argument for an ethics of care and several rationalist arguments before concluding that Kant's categorical imperative can be expanded to form a basis for an ethical system that includes all sentient beings. Franklin also discusses compassion as applied to animals, encompassing Albert Schweitzer's ethics of reverence for life. He concludes his analysis by considering conflicts of rights between animals and humans. (shrink)

This paper presents a novel account of focal stress and pitch contour in English dialogue. We argue that one should analyse and treat focus and pitch contour jointly, since (i) some pragmatic interpretations vary with contour (e.g., whether an utterance accepts or rejects; or whether it implicates a positive or negative answer); and (ii) there are utterances with identical prosodic focus that in the same context are infelicitous with one contour, but felicitous with another. We offer an account of two (...) distinct pitch contours that predicts the correct felicity judgements and implicatures, outclassing other models in empirical coverage or formality. Prosodic focus triggers a presupposition, where what is presupposed and how the presupposition is resolved depends on prosodic contour. If resolving the presupposition entails the proffered content, then the proffered content is uninteresting and hence the utterance is in-felicitous. Otherwise, resolving the presupposition may lead to an implicature. We regiment this account in SDRT. (shrink)

This is a clear and lucid account of Nietzsche's philosophy of art, combining exegesis, interpretation and criticism in a judicious balance. Julian Young argues that Nietzsche's thought about art can only be understood in the context of his wider philosophy. In particular, he discusses the dramatic changes in Nietzschean aesthetics against the background of the celebrated themes of the death of God, eternal recurrence, and the idea of the Übermensch. Young then divides Nietzsche's career and his philosophy of art into (...) four distinct phases, but suggests that these phases describe a circle. An attempt at world-affirmation is made in the central phases, but Nietzsche is predominantly influenced at the beginning and end of his career by a Schopenhauerian pessimism. At the beginning and end art is important because it 'redeems' us from life. (shrink)

Theoretical ethics includes both metaethics (the meaning of moral terms) and normative ethics (ethical theories and principles). Practical ethics involves making decisions about every day real ethical problems, like decisions about euthanasia, what we should eat, climate change, treatment of animals, and how we should live. It utilizes ethical theories, like utilitarianism and Kantianism, and principles, but more broadly a process of reflective equilibrium and consistency to decide how to act and be.

This is a clear and lucid account of Nietzsche's philosophy of art, combining exegesis, interpretation and criticism in a judicious balance. Julian Young argues that Nietzsche's thought about art can only be understood in the context of his wider philosophy. In particular, he discusses the dramatic changes in Nietzschean aesthetics against the background of the celebrated themes of the death of God, eternal recurrence, and the idea of the Übermensch. Young then divides Nietzsche's career and his philosophy of art into (...) four distinct phases, but suggests that these phases describe a circle. An attempt at world-affirmation is made in the central phases, but Nietzsche is predominantly influenced at the beginning and end of his career by a Schopenhauerian pessimism. At the beginning and end art is important because it 'redeems' us from life. (shrink)

This is the first book-length study to explore the relationship between archaeology and modern thought, showing how philosophical ideas that developed in the seventeenth to nineteenth centuries still dominate our approach to the material remains of ancient societies. It discusses the modern emphasis on method rather than ethics or meaning, our understanding of change in history and nature, the role of the nation-state in forming our views of the past, and contemporary notions of human individuality, the mind, and materiality. Julian (...) Thomas also addresses the modern preoccupation with depth, which enables archaeology to be used as a metaphor in other disciplines. The book concludes by advocating a "counter-modern" archaeology that refuses to separate material evidence from political, moral, rhetorical, and aesthetic concerns, as well as meaning. (shrink)

The publication of the first study to use gene editing techniques in human embryos (Liang et al., 2015) has drawn outrage from many in the scientific community. The prestigious scientific journals Nature and Science have published commentaries which call for this research to be strongly discouraged or halted all together (Lanphier et al., 2015; Baltimore et al., 2015). We believe this should be questioned. There is a moral imperative to continue this research.

There are 4 main arguments for euthanasia: (1) arguments appealing to consistency (e.g., from passive to active euthanasia); (2) the argument from respect for autonomy; (3) appeals to justice; and (4) the argument from interests (mercy or relief of suffering). I will argue that only the last is directly relevant to active euthanasia as a medical intervention, though arguments together from autonomy and justice can in practice (through the backdoor) provide a ground for voluntary active medical euthanasia (AME).

Animals obviously cannot have a right of free speech or a right to vote because they lack the relevant capacities. But their right to life and to be free of exploitation is no less fundamental than the corresponding right of humans, writes Julian H. Franklin. This theoretically rigorous book will reassure the committed, help the uncertain to decide, and arm the polemicist. Franklin examines all the major arguments for animal rights proposed to date and extends the philosophy in new directions. (...) _Animal Rights and Moral Philosophy_ begins by considering the utilitarian argument of equal respect for animals advocated by Peter Singer and, even more favorably, the rights approach that has been advanced by Tom Regan. Despite their merits, both are found wanting as theoretical foundations for animal rights. Franklin also examines the ecofeminist argument for an ethics of care and several rationalist arguments before concluding that Kant's categorical imperative can be expanded to form a basis for an ethical system that includes all sentient beings. Franklin also discusses compassion as applied to animals, encompassing Albert Schweitzer's ethics of reverence for life. He concludes his analysis by considering conflicts of rights between animals and humans. (shrink)

Both entertaining and startling, The Pig That Wants to Be Eaten offers one hundred philosophical puzzles that stimulate thought on a host of moral, social, and personal dilemmas. Taking examples from sources as diverse as Plato and Steven Spielberg, author Julian Baggini presents abstract philosophical issues in concrete terms, suggesting possible solutions while encouraging readers to draw their own conclusions: Lively, clever, and thought-provoking, The Pig That Wants to Be Eaten is a portable feast for the mind that is sure (...) to satisfy any intellectual appetite. BACKCOVER: “Thinking again is what this taut, incisive, bullet-hard book is dedicated to promoting.” —The Sunday Times (London) “This book is like the Sudoku of moral philosophy: apply your mind to any of its ‘thought experiments’ while stuck on the Tube, and quickly be transported out of rush-hour hell.” —New Statesman. (shrink)

Delusions have traditionally been considered the hallmark of mental illness, and their conception, diagnosis and treatment raise many of the fundamental conceptual and practical questions of psychopathology. One of these fundamental questions is whether delusions are understandable. In this paper, we propose to consider the question of understandability of delusions from a philosophy of language perspective. For this purpose, we frame the question of how delusions can be understood as a question about the meaning of delusional utterances. Accordingly, we ask: (...) “what meaning(s) can delusional utterances possibly have?”. We argue that in the current literature, there is a standard approach to the meaning of delusional utterances, namely the descriptive account which assumes that a delusional utterance “p” means that p is the case. Drawing on Speech Act Theory, we argue that solely relying on the descriptive account disregards essential ways of how linguistic meaning is constituted. Further, we show that Speech Act Theory can prove a helpful addition to the theoretical and clinical “toolbox” used for attempting to understand delusional utterances. This, we believe, may address some of the theoretical and clinical shortcomings of using only the currently predominant descriptive account. (shrink)

The generative AI boom is unleashing its minions. Enterprise software vendors have rolled out legions of automated assistants that use large language model (LLM) technology, such as ChatGPT, to offer users helpful suggestions or to execute simple tasks. These so-called copilots and chatbots can increase productivity and automate tedious manual work. In this article, we explain how that leads to the risk that users' ethical competence may degrade over time — and what to do about it.

Introduction -- Theory of knowledge -- Moral philosophy -- Philosophy of mind -- Philosophy of religion -- Political philosoply -- Aesthetics.

Principles of distributive justice are normative principles designed to guide the allocation of the benefits and burdens of economic activity.

We are grateful to Facchin and Negro (henceforth F&N) for their rich and generous engagement with our arguments for the hypothesis of the extended conscious mind (ECM). They offer a careful and insightful reconstruction of the key arguments from our 2019 monograph (Kirchhoff & Kiverstein, 2019a). In the end however they are not persuaded by the arguments of our book and raise a number of intriguing and puzzling challenges. We deal with each of their challenges and conclude that these challenges (...) pose no problems for our arguments for the ECM in Kirchhoff & Kiverstein (2019a). (shrink)

This book is a comprehensive introduction to German philosophy, from Kant to the present day. The book focuses on the key figures and major texts. Separate chapters are devoted to Kant, Hegel, Schelling, Schopenhauer, Kierkegaard, Nietzsche, and Heidegger. Roberts also deals extensively with the Marxist tradition, with chapters on Feuerbach, Lukács, and Adorno. The author argues that Kant may be seen as the principal source of modern metaphysics, and his heirs as branching off into two opposing streams. This approach enables (...) Roberts to trace some of the underlying connections and oppositions between the major figures of German thought. Written in a lively and accessible style, German Philosophy will be of interest to students of philosophy, social sciences, and European thought and literature. (shrink)

The discussion of extended cognition is premised on a metaphysical distinction between causation and constitution. For example, Rowlands (2009) notes that “EM [extended mind] is a claim about the composition or constitution of (some) mental processes” (2009, p. 54). Or, as Wheeler puts it: “Bare causal dependency of mentality on external factors […] is simply not enough for genuine cognitive extension. What is needed is constitutive dependence” (2010, p. 246). In this sense, Krickel (this volume) rightly notes that the current (...) disagreement between friends and foes of extended cognition turns on a metaphysical dispute about what is constitutive of mentality and how to locate those constituents. Krickel (this volume) argues that our account of diachronic constitution fails to provide a convincing answer to the metaphysical dispute about ‘what is constitutive’ of mentality and ‘how to locate’ the relevant constituents. The central reason is that diachronic constitution fails the so-called ‘co-location condition,’ which Krickel argues is a necessary condition that an account of constitution must meet in the discussion over the extended mind. The co-location condition asserts that ‘cognition is located where and only where its constituents are located.’ We expose an ambiguity in the co-location condition, and show why this condition is no threat to our account of diachronic constitution. We conclude that the co-location condition is not a necessary condition that an account of constitution in the discussion over the extended mind must adhere to. (shrink)

Explaining socio-economic phenomena is one important aim of economics. There is very little agreement, however, on what precisely constitutes an adequate economic explanation. Starting from the very influential but defective ‘deductive-nomological model’ of explanation, this article describes and criticizes the major contemporary competitors for such an account (the probabilistic–causal, the mechanistic–causal and the unificationist models) and argues that none of them can by itself capture all aspects of a good explanation. When seeking to explain a socio-economic phenomenon it should therefore (...) be borne in mind that different types of explanation serve different purposes. (shrink)

Arthur Schopenhauer was one of the greatest writers and German philosophers of the nineteenth century. His work influenced figures as diverse as Wagner, Freud and Nietzsche. Best known as a pessimist, he was one of the few philosophers read and admired by Wittgenstein. In this comprehensive introduction, Julian Young covers all the main aspects of Schopenhauer's philosophy. Beginning with an overview of Schopenhauer's life and work, he introduces the central aspects of his metaphysics fundamental to understanding his work as a (...) whole: his philosophical idealism and debt to the philosophy of Kant; his attempt to answer the question of what the world is; his account of science; and in particular his idea that 'will' is the essence of all things. Julian Young then introduces and assesses Schopenhauer's aesthetics, which occupy a central place in his philosophy. He carefully examines Schopenhauer's theories of the sublime, artistic genius and music, before assessing his ethics of compassion, his arguments for pessimism and his account of 'salvation'. In the final chapter, he considers Schopenhauer's legacy and his influence on the thought of Nietzsche and Wittgenstein, making this an ideal starting point for those coming to Schopenhauer for the first time. (shrink)

Making Sense examines the philosophical issues and disputes that lie behind the news headlines of the day. We read about what is happening in the world, but how do we know what the truth is, or whether there is one 'truth' at all? A president has his private sexual affairs discussed and analyzed by everyone, but is the private life of anyone the proper moral concern of others? A war against terrorism is declared, but what justifies the use of armed (...) forces with its inevitable loss of life? Making Sense draws out these philosophical disputes and shows how we can use the techniques of philosophy and the insights of its greatest practitioners to understand the issues behind the headlines better. It explains the proper role of philosophy in this respect, showing both the limits and the reach of philosophical analysis of current affairs. It also argues that applying philosophy to news stories can and should inform our wider understanding; what we know, believe and value. A philosophically informed reading of the news creates a two-way process where philosophy sheds light on the news and the news, thus illuminated, sheds light on our philosophy. The book covers themes such as war, truth, morality, the environment, religious faith, the ending of life and the meaning of value. It examines such news stories as the Clinton-Lewinsky affair, the war against terrorism, the siege at Waco, the genetically modified foods debate and advances in human therapeutic cloning. The discussions interweave philosophy and current affairs to create a compelling narrative that challenges how we make sense both of the world around us and of our own beliefs. (shrink)

Designed for complete beginners, Philosophy: Key Texts is an introduction to philosophy and gives a clear, readable overview of five major texts by Aristotle, Descartes, Hume, Sartre, and Russell. As well as providing help in how to analyze these sources, Baggini encourages the reader to question the arguments and positions presented. Invaluable at the start of a course of study, as a concise revision aid, or as a lucid, jargon-free guide for anyone who wants an insight into philosophy, Philosophy: Key (...) Texts can be used either independently of, or together with, its companion volume Philosophy: Key Themes. (shrink)