Uses of stored skill-models to accelerate simulator-based real-time training in a control skill are discussed. A real-time coach must deliver advice at three levels: (1) what to do next, (2) what to watch for, and (3) what went wrong. Human learning and machine learning results are presented using different screen representations of a pole-and-cart balancing task.

This paper's first part, reviewed attempts to model real-world problem solving as machine-executable logic. Part 2 considers an alternative model in which the solution of problems is primarily the work of visualization supported by automatized skills. Consciousness operates at the level of goal-setting and monitoring, and of the construction and communication of after-the-event commentaries, not as a problem solver. Engineering designs based on this model have proved convenient and effective. `Structured induction' is now routinely used to recover and articulate expertise (...) that in the human solver remains tacit. A seminal case of computer-mediated superarticulacy is described in which a human problem solver was enabled to transform an elaborate, but largely blind and unconscious, mental skill into a fully aware, communicable and machine-executable theory. (shrink)

Consciousness has been widely regarded as the central arena for the mental solution of problems. A variant view locates the business end of problem solving elsewhere, with conscious intervention only for intermittent monitoring and goal-setting. In this scenario conscious awareness, with `intelligent' processes generally, is largely specialized to the construction and communication of appropriate after-the-event histories and explanations.The first part of the paper traces a long march undertaken by main-stream artificial intelligence basing itself on the first assumption. Disappointment with the (...) result has prompted interest in the second view, which forms the main topic of Part 2 , 1995, pp. 52-66). (shrink)

The definition of an expert system as a knowledge‐based source of advice and explanation pinpoints the critical problem which confronts the would‐be builders of such systems. How is the required body of knowledge to be elicited from its human possessors in a form sufficiently complete for effective organization in computer memory? This article reviews recent advances in the art of automated knowledge‐extraction from expert‐supplied example decisions. Computer induction, as the new approach is called, promises both important parallels to the human (...) capacity for concept formation and also commercial exploitability. (shrink)

Recently there has been an unexpected rebirth of Turing's imitation game in the context of commercial demand. To meet the new requirements the following is a minimal list of what must be simulated. Real chat utterances are concerned with associative exchange of mental images. They are constrained by contextual relevance rather than by logical or linguistic laws. Time-bounds do not allow real-time construction of reasoned arguments, but only the retrieval of stock lines and rebuttals, assembled Lego-like on the fly. A (...) human agent has a place of birth, age, sex, nationality, job, family, friends, partners, hobbies etc., in short a profile. Included in the profile is a consistent personality, which emerges from expression of likes, dislikes, pet theories, humour, stock arguments, superstions, hopes, fears, aspirations etc. On meeting again with the same conversational partner, a human agent is expected to recall not only the profile, but also the gist of previous chats, as well as what has passed in the present conversation so far. A human agent typically has at each stage a main goal, of fact-provision, fact elicitation, wooing, selling, "conning" etc. A human agent also remains ever-ready to maintain or re-establish rapport by switching from goal mode to chat mode. Implementation of this last feature in a scriptable conversational agent will be illustrated. (shrink)

Donald Michie was many things; a computing pioneer in machine intelligence, a cryptographer who made key breakthroughs at Bletchley Park, and a geneticist. Tragically, two years ago he died in a car crash. Here, Ashwin Srinivasan presents an engaging collection of lively essays from Michie's writings, on thinking computers, mice, and much more.

D. In doing x an agent acts incontinently if and only if: 1) the agent does x intentionally; 2) the agent believes there is an alternative action y open to him; and 3) the agent judges that, all things considered, it would be better to do y than to do x.

Machine generated contents note: Essay 1.

Problems of Rationality is the eagerly awaited fourth volume of Donald Davidson 's philosophical writings. From the 1960s until his death in August 2003 Davidson was perhaps the most influential figure in English-language philosophy, and his work has had a profound effect upon the discipline. His unified theory of the interpretation of thought, meaning, and action holds that rationality is a necessary condition for both mind and interpretation. Davidson here develops this theory to illuminate value judgements and how we (...) understand them; to investigate what the conditions are for attributing mental states to an object or creature; and to grapple with the problems presented by thoughts and actions which seem to be irrational. Anyone working on knowledge, mind, and language will find these essays essential reading. (shrink)

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)

The author believes that large‐scale rationality on the part of the interpretant is essential to his interpretability, and therefore, in his view, to her having a mind. How, then are cases of irrationality, such as akrasia or self‐deception, judged by the interpretant's own standards, possible? He proposes that, in order to resolve the apparent paradoxes, one must distinguish between accepting a contradictory proposition and accepting separately each of two contradictory propositions, which are held apart, which in turn requires to conceive (...) of the mind as containing a number of semi‐independent structures of interlocking beliefs, desires, emotions, memories, and other mental states. (shrink)

Two things become one thing, something having parts, and something becoming something else, are cases of many things being identical with one thing. This apparent contradiction introduces others concerning transitivity of identity, discernibility of identicals, existence, and vague existence. I resolve the contradictions with a theory that identity, number, and existence are relative to standards for counting. What are many on some standard are one and the same on another. The theory gives an account of the discernibility of identicals using (...) phrases like “insofar as”. And it holds that standards for counting remain or shift depending on our purposes. (shrink)

Applies and extends the conclusions of the preceding chapters by examining cases of self‐deception of a puzzling sort emerging from cases of fantasizing and imagining, found in Joyce's Portrait of the Artist as a Young Man and Flaubert's Madame Bovary. The author is particularly interested in what can be described as the ‘divided mind of self‐deception’, the mind that produces an imagination due to its realising the state of the world that motivates the fantasy construct and the possessor's eventual acquisition (...) of the belief that the fantasy construct represents reality accurately. In the process of deceiving oneself, he holds, no clear line can be drawn between imaginative activities that are not yet self‐deceptive and those that are. (shrink)

The Twentieth Century has seen a dramatic rise in the use of probability and statistics in almost all fields of research. This has stimulated many new philosophical ideas on probability. _Philosophical Theories of Probability_ is the first book to present a clear, comprehensive and systematic account of these various theories and to explain how they relate to one another. Gillies also offers a distinctive version of the propensity theory of probability, and the intersubjective interpretation, which develops the subjective theory.

Repr. as Essay 14 in Davidson, Donald, _Inquiries into Truth and Interpretation_, 2nd ed. Oxford, UK (Clarendon, 2001). 215-226.

The concept of metaphor as primarily a vehicle for conveying ideas, even if unusual ones, seems to me as wrong as the parent idea that a metaphor has a special meaning. I agree with the view that metaphors cannot be paraphrased, but I think this is not because metaphors say something too novel for literal expression but because there is nothing there to paraphrase. Paraphrase, whether possible or not, inappropriate to what is said: we try, in paraphrase, to say it (...) another way. But if I am right, a metaphor doesn't say anything beyond its literal meaning . This is not, of course, to deny that a metaphor has a point, nor that that point can be brought out by using further words. . . . My disagreement is with the explanation of how metaphor works its wonders. To anticipate: I depend on the distinction between what words mean and what they are used to do. I think metaphor belongs exclusively to the domain of use. It is something brought off by the imaginative employment of words and sentences and depends entirely on the ordinary meanings of those words and hence on the ordinary meanings of the sentences they comprise. Donald Davidson is University Professor of philosophy at the University of Chicago. He is the author of many important essays, including "Actions, Reasons and Causes," "Causal Relations," and "Truth and Meaning," coauthor of Decision-Making: An Experimental Approach, and coeditor of Words and Objections, Semantics of Natural Language, and The Logic of Grammar. (shrink)

The Cambridge Companion to Socrates is a collection of essays providing a comprehensive guide to Socrates, the most famous Greek philosopher. Because Socrates himself wrote nothing, our evidence comes from the writings of his friends (above all Plato), his enemies, and later writers. Socrates is thus a literary figure as well as a historical person. Both aspects of Socrates' legacy are covered in this volume. Socrates' character is full of paradox, and so are his philosophical views. These paradoxes have led (...) to deep differences in scholar's interpretation of Socrates and his thought. Mirroring this wide range of thought about Socrates, this volume's contributors are unusually diverse in their background and perspective. The essays in this volume were authored by classical philologists, philosophers, and historians from Germany, Francophone Canada, Britain, and the United States, and they represent a range of interpretive and philosophical traditions. (shrink)

二〇〇六年三月、富山県の射水市民病院で入院中の末期患者七人の人工呼吸器が取り外され、死亡していたことが明らかになった。実際にはいかなる事態が起きたのか?その後つづいた「尊厳死法制化」をめぐる政府・医療 界・メディア等の動きも踏まえ、今、日本の終末期医療に真に求められていることは何かを渾身で問いかける。.

No one who reads Derrida closely could accuse him of “technophobia.” More than any other contemporary thinker, on the contrary, he has shown the limit of attempts to protect thinking and even being itself from technē. Yet, Derrida nevertheless insists that “deconstruction” is neither a “technique” nor the technology of thinking that modern philosophy calls “method.” What allows Derrida to exclude “technique” and “method” when he himself shows, in relation to Heidegger above all, that a certain technicity and methodicity always (...) remain irreducible? After outlining its stakes (§I), this article seeks to raise this question by reconstructing Derrida’s engagement with Heidegger concerning the questions of technology (§II) and of method (§III) before turning to the techno-methodicity that Derrida attempts to dissociate from deconstruction in turn (§IV). (shrink)

The concept of complexity has become very important in theoretical biology. It is a many faceted concept and too new and ill defined to have a universally accepted meaning. This review examines the development of this concept from the point of view of its usefulness as a criteria for the study of living systems to see what it has to offer as a new approach. In particular, one definition of complexity has been put forth which has the necessary precision and (...) rigor to be considered as a useful categorization of systems, especially as it pertains to those we call living. This definition, due to Robert Rosen, has been developed in a number of works and involves some deep new concepts about the way we view systems. In particular, it focuses on the way we view the world and actually practice science through the use of the modelling relation. This mathematical object models the process by which we assign meaning to the world we perceive. By using the modelling relation, it is possible to identify the subjective nature of our practices and deal with this issue explicitly. By so doing, it becomes clear that our notion of complexity and especially its most popular manifestations, is in large part a product of the historical processes which lead to the present state of scientific epistemology. In particular, it is a reaction to the reductionist/mechanistic view of nature which can be termed the Newtonian Paradigm. This approach to epistemology has dominated for so long that its use as a model has become implicit in most of what we do in and out of science. The alternative to this approach is examined and related to the special definition of complexity given by Rosen. Some historical examples are used to emphasize the dependence of our view of what is complex in a popular sense on the ever changing state of our knowledge. The role of some popular concepts such as chaotic dynamics are examined in this context. The fields of artificial life and related areas are also viewed from the perspective of this rigorous view of complexity and found lacking. The notion that in some way life exists at the edge of chaos is examined from the perspective of the second law of thermodynamics given by Schneider and Kay. Finally, the causal elements in complex systems are explored in relation to complexity. Rosen has shown that a clear difference in causal relations exists between complex and simple systems and that this difference leads to a uniquely useful definition of what we mean by living. Rosen makes it very clear that the class of systems which are complex is a much larger class than those which we call living. For that reason, the focus of this review will be on complexity as a stepping stone towards the deeper question of what makes a system alive. (shrink)

Much has changed in maternal-fetal medicine since the early 2000s, when the previous ethical frameworks for fetal therapy trials were established. We applaud Hendriks and colleagues for taking on t...

This chapter contains section titled: Notes.

Mystery: the scalpel that split consciousness -- Beauty: sirens of the gene -- Reality: capers of the unseen sun -- Sensory: fitness beats truth -- Illusory: the bluff of a desktop -- Gravity: spacetime is doomed -- Virtuality: inflating a holoworld -- Polychromy: mutations of an interface -- Scrutiny: you get what you need, in both life and business -- Community: the network of conscious agents -- Precisely: the right to be wrong.

Human attitudes to animals have changed as non-humans have become more widely incorporated in the category of moral agents who deserve some respect. Parallels between the functioning of humans and non-humans have been made for thousands of years but the idea that the animals that we keep can suffer has spread recently. An improved understanding of motivation, cognition and the complexity of social behaviour in animals has led in the last 30 years to the rapid development of animal welfare science. (...) Early attempts to define welfare referred to individuals being in harmony with nature but the first usable definition incorporated feelings and health as part of attempts to cope with the environment. Others considered that welfare is only about feelings but it is argued that as feelings are mechanisms that have evolved they are a part of welfare rather than all of it. Most reviews of welfare now start with listing the needs of the animal, including needs to show certain behaviours. This approach has used sophisticated studies of what is important to animals and has replaced the earlier general guidelines described as freedoms. Many measures of welfare are now used and indicate how good or how poor the welfare is. Naturalness is not a part of the definition of welfare but explains why some needs exist. In recent years, welfare has become established as one of various criteria used to decide on whether a system is sustainable because members of the public will not accept systems that cause poor welfare. The study of welfare has become part of the scientific basis upon which important political decisions are made. (shrink)

In Anerkennung der für Gegenwartsgesellschaften konstitutiven Diversität ihrer Bevölkerungen diskutieren Bioethik und Medizin verstärkt die kulturelle Relativität ihrer eigenen Voraussetzungen, die Kulturspezifik „anderer“ Positionen und die Möglichkeiten kulturübergreifender Orientierungen. Dabei kommt häufig ein Kulturbegriff zum Einsatz, der aus der Perspektive der aktuellen Sozial- und Kulturanthropologie zu statisch, zu homogenisierend und zu sehr auf Differenz und Abgrenzung hin orientiert ist. Der Beitrag diskutiert zunächst Konzepte von Kultur, die solche Verkürzungen zu vermeiden suchen. Sie betonen hingegen Verflechtungszusammenhänge unter dem Vorzeichen intensivierter Globalisierung (...) und deuten Kultur aktiv und reflexiv, als Ressource menschlichen Tuns, und nicht deterministisch als Kausalfaktor. Anschließend wird der ethnographische Forschungsstand zu Patientenverfügungen in westlichen Gesundheitssystemen zusammengefasst. Zeitintensive, qualitative Forschung verdeutlicht die Gefahr einer Kulturalisierung sozialer Ungleichheiten, die spezifische Positionalität bioethischer Prämissen und die Vielfalt und Komplexität im Umgang mit Patientenverfügungen. Der Beitrag schließt mit Hinweisen darauf, wie Diversität in Entscheidungsprozessen am Ende des Lebens jenseits von Kultur analysiert werden kann. (shrink)

In Anerkennung der für Gegenwartsgesellschaften konstitutiven Diversität ihrer Bevölkerungen diskutieren Bioethik und Medizin verstärkt die kulturelle Relativität ihrer eigenen Voraussetzungen, die Kulturspezifik „anderer“ Positionen und die Möglichkeiten kulturübergreifender Orientierungen. Dabei kommt häufig ein Kulturbegriff zum Einsatz, der aus der Perspektive der aktuellen Sozial- und Kulturanthropologie zu statisch, zu homogenisierend und zu sehr auf Differenz und Abgrenzung hin orientiert ist. Der Beitrag diskutiert zunächst Konzepte von Kultur, die solche Verkürzungen zu vermeiden suchen. Sie betonen hingegen Verflechtungszusammenhänge unter dem Vorzeichen intensivierter Globalisierung (...) und deuten Kultur aktiv und reflexiv, als Ressource menschlichen Tuns, und nicht deterministisch als Kausalfaktor. Anschließend wird der ethnographische Forschungsstand zu Patientenverfügungen in westlichen Gesundheitssystemen zusammengefasst. Zeitintensive, qualitative Forschung verdeutlicht die Gefahr einer Kulturalisierung sozialer Ungleichheiten, die spezifische Positionalität bioethischer Prämissen und die Vielfalt und Komplexität im Umgang mit Patientenverfügungen. Der Beitrag schließt mit Hinweisen darauf, wie Diversität in Entscheidungsprozessen am Ende des Lebens jenseits von Kultur analysiert werden kann. (shrink)

Using 20 video recordings of Emergency Room treatment and over 5 years of Emergency Room fieldwork data, this study elucidates how interactional processes serve as resources for generating a cultural script of death in Japan called ‘Mitori’. A sudden death at a hospital, in which a patient is removed from their social network, is often considered as the opposite of a ‘good home death’. This study shows how hospital deaths in Japan are strongly interrelated with family participation. After showing the (...) point where medical professionals decide to terminate resuscitation attempts, the analysis depicts interactional steps that shift the definition of environment from a place for treatment toward a place where ‘Mitori’ occurs; that is, a family encounter occurs with a dying patient. Conversation between a doctor and a family member consists of a step-by-step evidence- building story. The final section displays both conversational and physical resources used to establish ‘Mitori’. (shrink)

Although primary source work is a major component of undergraduate history degrees in many countries, the topic of how best to support this work has been relatively unexplored. This article addresses the pedagogical support of primary source work by reviewing relevant literature to identify the challenges undergraduates face in interpreting sources, and examining how in two courses carefully articulated course design and supportive teaching activities assisted students to meet these challenges. This fine-grained examination of the courses is framed within a (...) socio-cultural account of learning. The findings show how a skilful drawing of students into the interpretive/discursive practices of source analysis was associated with an epistemological reframing of historical knowledge and dialogical forms of teaching that helped the students to take forward a dialectical engagement with sources. The benefits of an ‘integrated’ approach to source work that fosters students’ affective and intellectual engagement with historical interpretive practices are highlighted. (shrink)

Metaphysics and the Modern World makes the abiding questions of the nature of the self, world, and God available for the modern reader. Donald Phillip Verene presents these questions in both their systematic and historical dimensions, beginning with Aristotle's claim in his Metaphysics that philosophy begins in wonder. The first three chapters concern the origin of metaphysics as the transformation of the conception of reality in ancient Greek mythology, the ontological argument as the basis of Christian metaphysics, and the (...) Renaissance cosmology of infinite worlds and the coincidence of contraries. The final four chapters present the central issues of the metaphysics of history through the New Science of Vico, the principle of true infinity of Hegel's Logic, the dialectic of spirit and life in Cassirer's Metaphysics of Symbolic Forms, and the conception of actual entities and God in Whitehead's Process and Reality. In these discussions, the reader will find a lively and learned account of a field of philosophy that is often thought difficult to access, but in this work becomes most accessible and a pleasure to read. -- back cover. (shrink)

What is phenomenology? That is precisely the question this book seeks to answer. In an age of information overload, complex topics must be simplified to make them accessible to a wider audience. Phenomenology: A Basic Introduction in the Light of Jesus Christ not only presents the basic building blocks of phenomenology, it also gives body to voice by putting abstract ideas in contact with the Word made flesh, Jesus of Nazareth. In five manageable chapters, Donald Wallenfang introduces major themes (...) such as the natural attitude, givenness, interpretation, paradox, and ethics. Each subject is considered in how it applies to daily life and relates to the gospel of Jesus Christ. Several biblical scenes are tapped to harvest their sweet nectars of meaning through phenomenology. At its limit, philosophy gives way to the revelatory rationality of theology as expressed by Jesus the phenomenologist. (shrink)

Emile Benvcniste may be used to introduce the topic. The French linguist begins an essay on “Euphemisms Ancient and Modern” with a paradox about the early Greek definitions of euphemism. “To speak words which augur well” is one meaning given, but another is “to maintain silence”. This initial contradiction is further compounded by yet a third expression, “to shout in triumph”. The dilemma is. however, easily dissolved. To speak words which augur well implies, for special occasions, an exhortation even to (...) shout triumphantly, “to assent by an, auspicious outcry”: it further implies, again depending on the circumstances, “to avoid words which augur ill”, hence, if necessary, to say nothing. As one definition explains “avoid all unlucky words during sacred rites: hence, as the surest mode of avoiding them, keep a religious silence” (original emphasis). Paradox terminates; we are merely dealing with “a euphemism for a euphemism” taking an expression of Benveniste out of context. (shrink)