Gilbert Harman

In _Reliable Reasoning_, Gilbert Harman and Sanjeev Kulkarni -- a philosopher and an engineer -- argue that philosophy and cognitive science can benefit from statistical learning theory (SLT), the theory that lies behind recent advances in machine learning. The philosophical problem of induction, for example, is in part about the reliability of inductive reasoning, where the reliability of a method is measured by its statistically expected percentage of errors -- a central topic in SLT. After discussing philosophical attempts to evade the problem of induction, Harman and Kulkarni provide an admirably clear account of the basic framework of SLT and its implications for inductive reasoning. They explain the Vapnik-Chervonenkis (VC) dimension of a set of hypotheses and distinguish two kinds of inductive reasoning. The authors discuss various topics in machine learning, including nearest-neighbor methods, neural networks, and support vector machines. Finally, they describe transductive reasoning and suggest possible new models of human reasoning suggested by developments in SLT.

There has been considerable controversy about whether this last entailment always holds. Ordinary subjects may judge that (4) and (5) are appropriate in cases in which none of (1)-(3) are—cases in which Jack’s breaking the base is a foreseen but undesired consequence of Jack’s intentionally doing something else. It is currently debated what the best explanation of such ordinary reactions might be. It is also debated what to make of the fact that ordinary judgments using the adjective intentional or the adverb intentionally seem influenced by normative considerations.

I begin by describing my relation with Nicholas Sturgeon and his objections to things I have said about moral explanations. Then I turn to issues about moral relativism. One of these is whether a plausible version of moral relativism can be formulated as a claim about the logical form of certain moral judgments. I agree that is not a good way to think of moral relativism. Instead, I think of moral relativism as a version of moral realism. I compare moral relativism with the relativity of motion and with the relativity of language. Moralities are real in a way that is similar to the way that languages are real. Next I discuss resemblances between nonhuman animal behavior and human behavior having to do with language or communication and with moral or proto-moral behavior. However, I am more interested in aspects of language and morality that are not found in nonhuman animals, aspects that appear to depend on a kind of recursive structure in human language and morality but not in animals. This leads me to argue that aspects of moral theory might benefit from a comparison with certain aspects of linguistic theory. Another comparison is between moralities and legal systems: I speculate that the content of legal and moral systems is influenced by legal and moral bargaining

In this important new collection, Gilbert Harman presents a selection of fifteen interconnected essays on fundamental issues at the center of analytic philosophy. The book opens with a group of four essays discussing basic principles of reasoning and rationality. The next three essays argue against the once popular idea that certain claims are true and knowable by virtue of meaning. In the third group of essays Harman presents his own view of meaning and the possibility of thinking in language The final three essays investigate the nature of mind, developing further the themes already set out. Reasoning, Meaning, and Mind offers an integrated presentation of this rich and influential body of work. which Harman has developed over thirty years.

In his elegant discussion, Sripada distinguishes three possible innate bases for aspects of morality: (1) certain specific principles might be innate, (2) a less simple “principles and parameters” model might apply, and (3) innate biases might have have some influence over what morality a person acquires without determining the content of that morality.1 He argues against (1) and (2) and in favor of (3). Without disputing his case for (3) I will try to say why I think that his arguments against (1) and (2) are inconclusive and that it remains possible that all three kinds of bases have a significant impact on human morality.

Can someone be reasonable or justified in accepting a specific moral judgment not based on the prior acceptance of a general exceptioness moral principle, where acceptance of a general principle might be tacit or implicit and might not be expressible in language? This issue is an instance of a wider issue about direct or transductive inference. Developments in statistical learning theory show that such an inference can be more effective than alternative methods using inductive generalization and so can be reasonable. This result carries over to moral transduction, although it is a difficult empirical issue whether people actually engage in any sort of transduction, including moral transduction.

ConclusionTo sum up. Doubts can be raised about cognitive psychoterapy. The charge of utopianism may apply in part. And a few quibbles are possible about other points. This hardly detracts from the enormous achievement of the book, which really sets a new standard for the subject, in my opinion. Brandt makes abundantly clear the importance and usefulness of trying to state issues in neutral nonmoral terminology in a way that permits them to be answered but also allows one to understand why one might be interested in the answers. He shows how psychological theory can be applied in philosophy in unsuspected ways. He greatly advances our understanding of the sorts of criticisms that actions are subject to, and therefore advances our understanding of practical reasons. He provides an excellent account of what a morality is. He raises an important issue about desire satisfaction versions of utilitarianism and presents a plausible theory concerning the measurement of a group's total happiness.

I have been supposing that for the theory of reasoning, explicit belief is an all-or-nothing matter, I have assumed that, as far as principles of reasoning are concerned, one either believes something explicitly or one does not; in other words an appropriate "representation" is either in one's "memory" or not. The principles of reasoning are principles for modifying such all-or-nothing representations. This is not to deny that in some ways belief is a matter of degree. For one thing implicit belief is certainly a matter of degree, since it is a matter of how easily and automatically one can infer something from what one believes explicitly. Furthermore, explicit belief is a matter of degree in the sense that one believes some things more strongly than others. Sometimes one is only somewhat inclined to believe something, sometimes one is not sure what to believe, sometimes one is inclined to disbelieve something, sometimes one is quite confident something is not so, and so forth.

Thoughts and other mental states are defined by their role in a functional system. Since it is easier to determine when we have knowledge than when reasoning has occurred, Gilbert Harman attempts to answer the latter question by seeing what assumptions about reasoning would best account for when we have knowledge and when not. He describes induction as inference to the best explanation, or more precisely as a modification of beliefs that seeks to minimize change and maximize explanatory coherence. Originally published in 1973. The Princeton Legacy Library uses the latest print-on-demand technology to again make available previously out-of-print books from the distinguished backlist of Princeton University Press. These editions preserve the original texts of these important books while presenting them in durable paperback and hardcover editions. The goal of the Princeton Legacy Library is to vastly increase access to the rich scholarly heritage found in the thousands of books published by Princeton University Press since its founding in 1905.

A proper understanding of intentionality is crucial to the study of a number of topics in cognitive science, including perception, imagery, and consciousness. The term itself, intentionality, can be misleading, in suggesting intentional action, doing something intentionally, with a certain aim or purpose. In cognitive science, the term is used in a different, more technical sense. Intentionality involves reference or aboutness or some similar relation to something having what the scholastics of the Middle Ages called intentional inexistence.

I am concerned with values in the descriptive rather than in the normative sense. I am interested in theories that seek to explain one or another aspect of people's moral psychology. Why do people value what they value? Why do they have other moral reactions? What accounts for their feelings, their motivations to act morally, and their opinions about obligation, duty, rights, justice, and what people ought to do? A moral theory like utilitarianism may be put forward as offering the correct normative account of justice, or of the good, or of what people ought morally to do. The answers such a theory offers may be surprising in suggesting that what people ought to do is quite different from what they think they ought to do. I am not concerned with normative moral theories of this revisionary sort. Indeed, I am interested in less revisionary normative theories only to the extent that they can be reinterpreted as offering potential explanations of people's actual moral reactions