This book explores why, regarding practical reasoning, humans are sometimes still faster than artificial intelligence systems. It is the first to offer a self-contained presentation of neural network models for many computer science logics.

The target article criticises neural-symbolic systems as inadequate for analogical reasoning and proposes a model of analogy as transformation (i.e., learning). We accept the importance of learning, but we argue that, instead of conflicting, integrated reasoning and learning would model analogy much more adequately. In this new perspective, modern neural-symbolic systems become the natural candidates for modelling analogy.

Formal models of argumentation have been investigated in several areas, from multi-agent systems and artificial intelligence (AI) to decision making, philosophy and law. In artificial intelligence, logic-based models have been the standard for the representation of argumentative reasoning. More recently, the standard logic-based models have been shown equivalent to standard connectionist models. This has created a new line of research where (i) neural networks can be used as a parallel computational model for argumentation and (ii) neural networks can be used (...) to combine argumentation, quantitative reasoning and statistical learning. At the same time, non-standard logic models of argumentation started to emerge. In this paper, we propose a connectionist cognitive model of argumentation that accounts for both standard and non-standard forms of argumentation. The model is shown to be an adequate framework for dealing with standard and non-standard argumentation, including joint-attacks, argument support, ordered attacks, disjunctive attacks, meta-level attacks, self-defeating attacks, argument accrual and uncertainty. We show that the neural cognitive approach offers an adequate way of modelling all of these different aspects of argumentation. We have applied the framework to the modelling of a public prosecution charging decision as part of a real legal decision making case study containing many of the above aspects of argumentation. The results show that the model can be a useful tool in the analysis of legal decision making, including the analysis of what-if questions and the analysis of alternative conclusions. The approach opens up two new perspectives in the short-term: the use of neural networks for computing prevailing arguments efficiently through the propagation in parallel of neuronal activations, and the use of the same networks to evolve the structure of the argumentation network through learning (e.g. to learn the strength of arguments from data). (shrink)

For half a century, Ernest Fortin's scholarship has charmed and educated theologians and philosophers with its intellectual search for the best way to live. Written by friends, colleagues, and students of Fortin, this book pays tribute to a remarkable thinker in a series of essays that bear eloquent testimony to Fortin's influence and his legacy. A formidable commentator on Catholic philosophical and political thought, Ernest Fortin inspired others with his restless inquiries beyond the boundaries of conventional scholarship. With essays on (...) subjects ranging across philosophy, political science, literature, and theology Gladly to Learn and Gladly to Teach reflects the astonishing depth and breadth of Fortin's contribution to contemporary thought. (shrink)

For half a century, Ernest Fortin's scholarship has charmed and educated theologians and philosophers with its intellectual search for the best way to live. Written by friends, colleagues, and students of Fortin, this book pays tribute to a remarkable thinker in a series of essays that bear eloquent testimony to Fortin's influence and his legacy. A formidable commentator on Catholic philosophical and political thought, Ernest Fortin inspired others with his restless inquiries beyond the boundaries of conventional scholarship. With essays on (...) subjects ranging across philosophy, political science, literature, and theology Gladly to Learn and Gladly to Teach reflects the astonishing depth and breadth of Fortin's contribution to contemporary thought. (shrink)

Fifty or sixty years ago anyone fluttering the pages of one of the many magazines which then catered for the cultivated and intelligent English reader would have been fairly certain to come upon an article bearing somewhat the same title as that of the present paper. The author would probably be an eminent scientist, such as Huxley or Clifford; a distinguished scholar, such as Frederic Harrison or Edmund Gurney; or a politician of cabinet rank, such as Gladstone or Morley. Whichever (...) side he might take, he would write with the moral fervour of which Englishmen at that time had an inexhaustible supply. Nowadays the so-called “conflict between Religion and Science,” which was then appetizingly hot from the oven, has acquired something of the repulsiveness of half-cold mutton in halfcongealed gravy. There seems to be a widespread opinion that Sir Arthur Eddington and Sir James Jeans, with some highly technical and not readily intelligible assistance from Professor Whitehead, have enabled the lion to lie down with the lamb. Well, I have no wish to pipe a discordant note in this scene of Messianic harmony. But I cannot help reflecting that psychology, anthropology, and psychical research have made considerable advances as well as mathematical physics; and that they seem prima facie much more likely to be relevant to religion. Even the ordinary common sense of the lawyer and the historian may still have something useful to say on such topics. (shrink)

This paper argues that the concept and role of ‘institutional racism’ in contemporary discussions of race should be reconsidered. It starts by distinguishing between ‘intrinsic institutional racism’, which holds that institutions are racist in virtue of their constitutive features, and ‘extrinsic institutional racism’, which holds that institutions are racist in virtue of their negative effects. It accepts intrinsic institutional racism, but argues that a ‘disparate impact’ conception of extrinsic conception faces a number of objections, the most serious being that it (...) has no plausible account of what it is that makes extrinsically racist institutions racist. It also argues that claims about the explanatory indispensability of institutional racism are overstated (individual racism is at least as important), critiques structural approaches to racial inequality, and suggests that there is reason to doubt whether institutional reform can provide us with all that morality may require in the racial domain. (shrink)

The use of animals for the purpose of scientific research is an emotive subject. The moral arguments often exhibit polarised positions: the scientific demand for absolute freedom of research, and the abolitionist demand for a total ban on all animal experiments. At one extreme are those who argue that research on animals is essential in the battle against disease, and on the other extreme it is argued that the cost in terms of animal suffering is too high and that if (...) experiments were prohibited medical researchers would find some other means of ensuring scientific progress. The rhetoric employed is also suggestive of a polarity: experimenters are accused of cruelty and indifference, whereas campaigners on behalf of animals are accused of irresponsibility and insensitivity towards the wellbeing of humans. Yet to ask …. (shrink)

... the topic of 'meaning' is the one topic discussed in philosophy in which there is literally nothing but 'theory' - literally nothing that can be labelled or even ridiculed as the 'common sense view'. Putnam, 'The Meaning of Meaning' This book explores some truths behind the truism that experimentation is a hallmark of scientific activity. Scientists' descriptions of nature result from two sorts of encounter: they interact with each other and with nature. Philosophy of science has, by and large, (...) failed to give an account of either sort of interaction. Philosophers typically imagine that scientists observe, theorize and experiment in order to produce general knowledge of natural laws, knowledge which can be applied to generate new theories and technologies. This view bifurcates the scientist's world into an empirical world of pre-articulate experience and know how and another world of talk, thought and argument. Most received philosophies of science focus so exclusively on the literary world of representations that they cannot begin to address the philosophical problems arising from the interaction of these worlds: empirical access as a source of knowledge, meaning and reference, and of course, realism. This has placed the epistemological burden entirely on the predictive role of experiment because, it is argued, testing predictions is all that could show that scientists' theorizing is constrained by nature. Here a purely literary approach contributes to its own demise. The epistemological significance of experiment turns out to be a theoretical matter: cruciality depends on argument, not experiment. (shrink)

Mencius, who lived in the 4th century B.C., is second only to Confucius in importance in the Confucian tradition. The _Mencius_ consists of sayings of Mencius and conversations he had with his contemporaries. When read side by side with the _Analects_, the _Mencius_ throws a great deal of light on the teachings of ConfuciusMencius developed many of the ideas of Confucius and at the same time discussed problems not touched upon by Confucius. He drew out the implications of Confucius' moral (...) principles and reinterpreted them for the conditions of his time. As the fullest of the four great Confucian texts, the _Mencius_ has been the required reading amongst Chinese scholars for two thousand years, and it still throws considerable light on the character of the Chinese people. (shrink)

This article discusses the adequacy of Rawls’ theory of justice as a tool for racial justice. It is argued that critics like Charles W Mills fail to appreciate both the insights and limits of the Rawlsian framework. The article has two main parts spread out over several different sections. The first is concerned with whether the Rawlsian framework suffices to prevent racial injustice. It is argued that there are reasons to doubt whether it does. The second part is concerned with (...) whether a Rawlsian framework has the resources to rectify past racial injustice. It is argued that it has more resources to do this than Mills allows. This second part of the article centers on two Rawlsian ideas: ideal theory and the fair equality of opportunity principle. It is argued that ideal theory is essential for the kind of rectificatory work that Mills wants nonideal theory to do, and that where there is a socioeconomic legacy of past injustice, it is hard to see how FEO could be implemented if it did no rectificatory work, a result which means that there is less need to turn to nonideal theory at all. (shrink)

A record of the words and teachings of Confucius, _The Analects_ is considered the most reliable expression of Confucian thought. However, the original meaning of Confucius's teachings have been filtered and interpreted by the commentaries of Confucianists of later ages, particularly the Neo-Confucianists of the Song dynasty, not altogether without distortion.In this monumental translation by Professor D. C. Lau, an attempt has been made to interpret the sayings as they stand. The corpus of the sayings is taken as an organic (...) whole and the final test of the interpretation rests on the internal consistency it exhibits. In other words, _The Analects_ is read in the light of _The Analects._This results in a truer understanding of Confucius' thought than the traditional interpretation and paves the way for a re-assessment of its importance in the history of Chinese thought and its relevance to the present day world.This volume also contains an introduction to the life and teachings of Confucius, and three appendices on the events in the life of Confucius, on his disciples, and on the composition of _The Analects._. (shrink)

_Rhetoric_ is the sixth volume in The New Hackett Aristotle series, a series featuring translations, with Introductions and Notes, by C. D. C. Reeve, Delta Kappa Epsilon Distinguished Professor of Philosophy at The University of North Carolina at Chapel Hill. The series will eventually include all of Aristotle's works.

This reply to Martyn Evans's support for a cardiac-centered concept of death attempts to meet some objections to the brainstem definition of death. Evans's appeal to Wittgenstein's philosophy is also criticised.

This work provides an interesting, though sometimes rather sweeping, demonstration that the metaphysical problem of the same and the other is also the central problem of literature and literary criticism. The author defends the analogical imagination as the symbolic counterpart of participation in Platonic metaphysics.--D. C. B.

After an exceedingly short treatment of six theories of tragedy, the author concludes that while each has emphasized a necessary component of the tragic, none has really come to grips with its basic "paradox": the fact that while the art of tragedy attempts to explain the mystery of human suffering, such an attempt is doomed to failure.--D. C. B.

This reply to John F Catherwood's criticism of brain-related criteria for death argues that brainstem criteria are neither reductionist nor do they presuppose a materialist theory of mind. Furthermore, it is argued that brain-related criteria are compatible with the majority of religious views concerning death.

In this paper I respond to Robert Taylor's argument that a Rawlsian framework does not support strong affirmative action programs. The paper makes three main arguments. The first disputes Taylor's claim that strong AA would not be needed in ideal conditions. Private racial discrimination, I suggest, might still exist in such conditions, so strong AA might be needed there. The second challenges Taylor's claims that pure procedural justice constrains Rawlsian nonideal theory. I argue that this rests on a fetishizing of (...) pure procedural justice that is absent from Rawls's work. I also show that a revised formulation of Taylor's concern here also fails. My third argument makes a positive Rawlsian case for strong AA in nonideal conditions that builds on a Taylor concession. Taylor suggests that the goal of nonideal theory is to create a world in which ideal theory can be applied. My argument begins by showing that another permissible goal of Rawlsian nonideal theory is to ameliorate injustice. I then argue that Rawls's contractualist framework supports the strongest forms of AA when category 3 interventions are blocked. (shrink)

Mencius, who lived in the 4th century B.C., is second only to Confucius in importance in the Confucian tradition. The _Mencius_ consists of sayings of Mencius and conversations he had with his contemporaries. When read side by side with the _Analects_, the _Mencius_ throws a great deal of light on the teachings of ConfuciusMencius developed many of the ideas of Confucius and at the same time discussed problems not touched upon by Confucius. He drew out the implications of Confucius' moral (...) principles and reinterpreted them for the conditions of his time. As the fullest of the four great Confucian texts, the _Mencius_ has been the required reading amongst Chinese scholars for two thousand years, and it still throws considerable light on the character of the Chinese people. (shrink)

Current thinking and talk about race uses ‘racist’ for virtually everything that goes wrong in the domain of race. This paper examines the relationship between racial justice, racial discrimination and racism to argue for a more pluralistic approach to race-related ills. Such an approach provides the tools we need to understand an important if relatively neglected source of racial injustice, and does much to illuminate some race-related disputes. It starts by arguing that racial justice is a surprisingly limited ideal, and (...) then suggests understanding ‘racial discrimination’ in a minimal way. From there it is argued that while racial discrimination is necessary for racial injustice, the same is not true for racism. (shrink)