I propose to consider the question, "Can machines think?" This should begin with definitions of the meaning of the terms "machine" and "think." The definitions might be framed so as to reflect so far as possible the normal use of the words, but this attitude is dangerous, If the meaning of the words "machine" and "think" are to be found by examining how they are commonly used it is difficult to escape the conclusion that the meaning and the answer to (...) the question, "Can machines think?" is to be sought in a statistical survey such as a Gallup poll. But this is absurd. Instead of attempting such a definition I shall replace the question by another, which is closely related to it and is expressed in relatively unambiguous words. The new form of the problem can be described in terms of a game which we call the 'imitation game." It is played with three people, a man (A), a woman (B), and an interrogator (C) who may be of either sex. The interrogator stays in a room apart front the other two. The object of the game for the interrogator is to determine which of the other two is the man and which is the woman. He knows them by labels X and Y, and at the end of the game he says either "X is A and Y is B" or "X is B and Y is A." The interrogator is allowed to put questions to A and B. We now ask the question, "What will happen when a machine takes the part of A in this game?" Will the interrogator decide wrongly as often when the game is played like this as he does when the game is played between a man and a woman? These questions replace our original, "Can machines think?". (shrink)

Although creativity, from Plato onwards, has been recognized as a topic in philosophy, it has been overshadowed by investigations of the meanings and values of works of art. In this collection of essays a distinguished roster of philosophers of art redress this trend. The subjects discussed include the nature of creativity and the process of artistic creation; the role that creative making should play in our understanding and evaluation of art; relations between concepts of creation and creativity; and ideas of (...) tradition, metaphor, genius, imagination and genre. This is an important collection that will be eagerly sought by philosophers of art as well as theorists in art history, cinema studies and literary criticism. (shrink)

Mahadevan proposes that we are at the cusp of imagination science, one of whose primary concerns will be the design of imagination machines. Programs have been written that are capable of generating jokes, producing line-drawings that have been exhibited at such galleries as the Tate, composing music in several styles reminiscent of such greats as Vivaldi and Mozart, proving geometry theorems, and inducing quantitative laws from empirical data. In recent years, Dartmouth has been hosting Turing Tests in creativity in three (...) categories: short stories, sonnets, and dance music DJ sets. In this post, I will provide a brief and non-exhaustive survey of some plausible responses to these imagination machines and the related prospects for our understanding of the imagination. (shrink)

Creativity is generally thought to be the production of things that are novel and valuable. Humans are unique in the extent of their creativity, which plays a central role in innovation and problem solving, as well as in the arts. But what are the cognitive sources of novelty? More particularly, what are the cognitive sources of stochasticity in creative production? I will argue that they belong to two broad categories. One is associative, enabling the selection of goal-relevant ideas that have (...) become activated by happenstance in an unrelated context. The other relies on selection processes that leverage stochastic fluctuations in neural activity. At the same time, I will address a central puzzle, which is to understand how the outputs of stochastic processes can nevertheless generally fall within task constraints. While the components appealed to in the accounts that I offer are well established, the ways in which I combine them together are new. (shrink)

This paper defends two initial claims. First, it argues that essentially the same cognitive resources are shared by adult creative thinking and problem-solving, on the one hand, and by childhood pretend play, on the other—namely, capacities to generate and to reason with suppositions (or imagined possibilities). Second, it argues that the evolutionary function of childhood pretence is to practice and enhance adult forms of creativity. The paper goes on to show how these proposals can provide a smooth and evolutionarily-plausible explanation (...) of the gap between the first appearance of our species in Southern Africa some 100,000 years ago, and the ‘creative explosion’ of cultural, technological and artistic change which took place within dispersed human populations some 60,000 years later. The intention of the paper is to sketch a proposal which might serve as a guide for future interdisciplinary research. 1 Introduction 2 Creativity and Pretence 3 Language and Creativity 4 Language and Cultural Accretions 5 Language, Play and Model-Building 6 Creativity, Protean Cognition and Sexual Selection 7 The Evolution of Pretence 8 The Emergence of Supposing 9 Pretence and Motivation 10 Two Objections 11 Conclusion. (shrink)

The goal of this article is to display the attractiveness of a novel account of the place of creativity in the human mind. This is designed to supplement (and perhaps replace) the widespread assumption that creativity is thought-based, involving novel combinations of concepts to form creative thoughts, with the creativity of action being parasitic upon prior creative thinking. According to the proposed account, an additional (or perhaps alternative) locus of creativity lies in the assembly and activation of action-schemata, with creative (...) thoughts arising subsequently from the mental rehearsal of those actions, normally resulting in either visual imagery or inner speech. (shrink)

The Turing Test is claimed by many to be a way to test for the presence, in computers, of such ``deep'' phenomena as thought and consciousness. Unfortunately, attempts to build computational systems able to pass TT have devolved into shallow symbol manipulation designed to, by hook or by crook, trick. The human creators of such systems know all too well that they have merely tried to fool those people who interact with their systems into believing that these systems really have (...) minds. And the problem is fundamental: the structure of the TT is such as to cultivate tricksters. A better test is one that insists on a certain restrictive epistemic relation between an artificial agent A, its output o, and the human architect H of A – a relation which, roughly speaking, obtains when H cannot account for how A produced o. We call this test the ``Lovelace Test'' in honor of Lady Lovelace, who believed that only when computers originate things should they be believed to have minds. (shrink)

The main aim of this essay is to propose and develop a product?oriented, non?psychologistic, approach to scientific and artistic creativity. I first argue that the central problem is that of answering the question: how is creativity possible? Traditional approaches to this question tend to locate creativity primarily in some special psychological processes or traits, or in some special creative act. Some general arguments against such an approach are developed, and it is suggested that creativity ought primarily to be located in (...) scientific and artistic products. I then investigate the question ?what aspects of such products lead us to evaluate them as creative?? and use the results of this inquiry as a set of desiderata against which to evaluate various general views as to the nature of the creative process itself. The upshot of this procedure is the development of a kind of ?Darwinian? model whose novel feature lies in the suggestion that the process of production has, in effect, been controlled (plastically) by those very factors which can enable the product to be a creative one. (shrink)

With this book, any teacher can start teaching philosophy to children today! Co-written by a professor of philosophy and a practising primary school teacher, Philosophy for Young Children is a concise, practical guide for teachers. It contains detailed session plans for 36 philosophical enquiries - enough for a year's work - that have all been successfully tried, tested and enjoyed with young children from the age of three upwards. The enquiries explore a range of stimulating philosophical questions about fairness, the (...) environment, friendship, inclusion, sharing, right and wrong, manners, beauty, pictures, the emotions, dreaming and reality. All the stories, drawings and photographs that you'll need to carry out the enquiries are provided and can be used with your children directly from the book. Each step-by step enquiry includes: The philosophical topic and the aim of the enquiry The stimuli you'll need Questions to ask the children Possible answers to help move the discussion forward Ideas to help you summarise and extend the enquiry. If you are an Early Years or primary school teacher, this complete resource will enable you to introduce philosophy to your children quickly and with confidence. (shrink)

Examining the complex role that motivation plays in creativity foregrounds the role of intrinsic motivation in paradigmatic cases of creative achievement. This is significant given the neglect of the role of motivation in the philosophical literature. Furthermore, given the way in which intrinsic motivation typically grounds and enables the cultivation of creativity for creatures like us, it pays to think of creativity in virtue-theoretic terms. As suggested by both empirical and conceptual considerations, intrinsic motivation insulates agents from pressures against or (...) inhibitors of creativity. It helps to explain robustness across different situations and influences. Conceiving of creativity as a virtue of character also makes best sense of how and why we praise or criticize as we do and shows us how to cultivate creativity. (shrink)

The aim of the paper is to argue that the difference between creative and non-creative mental processes is not a functional/computational, but an experiential one. In other words, what is distinctive about creative mental processes is not the functional/computational mechanism that leads to the emergence of a creative idea, be it the recombination of old ideas or the transformation of one’s conceptual space, but the way in which this mental process is experienced. The explanatory power of the functional/computational theories and (...) the experiential account is compared and it is pointed out that if creativity is a natural kind, it is not a functional/computational, but an experiential natural kind. (shrink)

The goal of this chapter is to provide an integrated evolutionary and developmental account of the emergence of distinctively-human creative capacities. Our main thesis is that childhood pretend play is a uniquely human adaptation that functions in part to enhance adult forms of creativity. We review evidence that is consistent with such an account, and contrast our proposal favorably with a number of alternatives.

Three kinds of things may be creative: persons, processes, and products. The standard definition of creativity, used nearly by consensus in psychological research, focuses specifically on products and says that a product is creative if and only if it is new and valuable. We argue that at least one further condition is necessary for a product to be creative: it must have been produced by the right kind of process. We argue furthermore that this point has an interesting epistemological implication: (...) when you judge a product to be creative--attributing creativity--you are not just judging it to be new and valuable. Even if you did not witness how it was produced, you are also making a judgement about how it was produced. (shrink)

Mindware: An Introduction to the Philosophy of Cognitive Science invites readers to join in up-to-the-minute conceptual discussions of the fundamental issues, problems, and opportunities in cognitive science. Written by one of the most renowned scholars in the field, this vivid and engaging introductory text relates the story of the search for a cognitive scientific understanding of mind. This search is presented as a no-holds-barred journey from early work in artificial intelligence, through connectionist (artificial neural network) counter-visions, and on to neuroscience, (...) artificial life, dynamics, and robotics. The journey ends with some wide-ranging and provocative speculation about the complex coadaptive dance between mind, culture, and technology. Each chapter opens with a brief sketch of a major research tradition or perspective, followed by short yet substantial critical discussions dealing with key topics and problems. Ranging across both standard philosophical territory and the landscape of cutting-edge cognitive science, Clark highlights challenging issues in an effort to engage readers in active debate. Topics covered include mental causation; machine intelligence; the nature and status of folk psychology; the hardware/software distinction; emergence; relations between life and mind; the nature of perception, cognition, and action; and the continuity (or otherwise) of high-level human intelligence with other forms of adaptive response. Numerous illustrations, text boxes, and extensive suggestions for further reading enhance the text's utility. Helpful appendices provide background information on dualism, behaviorism, identity theory, consciousness, and more. An exceptional text for introductory and more advanced courses in cognitive science and the philosophy of mind, Mindware is also essential reading for anyone interested in these fascinating and ever-changing fields. (shrink)

This paper surveys historical and recent philosophical discussions of the relations between imagination and creativity. In the first two sections, it covers two insufficiently studied analyses of the creative imagination, that of Kant and Sartre, respectively. The next section discusses imagination and its role in scientific discovery, with particular emphasis on the writings of Michael Polanyi, and on thought experiments and experimental design. The final section offers a brief discussion of some very recent work done on conceptual relations between imagination (...) and creativity. (shrink)

Creativity has often been declared, especially by philosophers, as the last frontier of science. The assumption is that it will defy explanation forever. I will defend two claims in order to oppose this assumption and to demystify creativity: (1) the perspective that creativity cannot be explained wrongly identifies creativity with what I shall call metaphysical freedom; (2) the Darwinian approach to creativity, a prominent naturalistic account of creativity, fails to give an explanation of creativity, because it confuses conceptual issues with (...) explanation. I will close with some remarks on the status and differences in some explanations available in contemporary cognitive science. (shrink)

It is natural to say that when we acquire a new concept or concepts, or grasp a new theory, or master a new practice, we come to see things in a new way: we perceive phenomena that we were not previously aware of; we come to see patterns or connections that we did not previously see. That natural idea has been applied in many areas, including the philosophy of science, the philosophy of religion, and the philosophy of language. And, in (...) reflecting on the character of philosophy itself, Wittgenstein himself associates the introduction of a new concept in philosophy with the discovery of a new way of looking at things (PI §401), and says that the point of presenting us with an imagined example may be to change our way of looking at things (PI §144). The paper considers four interrelated questions about this association between seeing-as and change, novelty, or innovation. 1. Is there an important difference between the case where the change in someone’s way of seeing things involves the invention or discovery of a completely new concept, a completely new theory etc., and the case where it involves the person’s coming to understand an existing concept or theory? 2. Is there a special connection between seeing-as and conceptual or theoretical change or creativity: a connection that does not obtain between seeing-as and using or applying a familiar theory or system of concepts? 3. In cases where seeing-as is associated with novelty or creativity, is there any sense in which the fact that someone sees things in a new way can help to explain their conceptual or theoretical creativity? 4. To the extent that there is some association between seeing-as and novelty or creativity, why if at all does it matter that one experiences things in a certain way? Would someone who was aspect-blind be any worse off with respect to creativity or innovation than the rest of us? And if so, why? (shrink)

Semantic Engines: An Introduction to Mind Design, John C. Haugeland; Computer Science as Empirical Inquiry: Symbols and Search, Alan Newell and Herbert A. Simon; Complexity and the Study of Artificial and Human Intelligence, Zenon Pylyshyn; A Framework for Representing Knowledge, Marvin Minsky; Artificial Intelligence---A Personal View, David Marr; Artificial Intelligence Meets Natural Stupidity, Drew McDermott; From Micro-Worlds to Knowledge Representation: AI at an Impasse, Hubert L. Dreyfus; Reductionism and the Nature of Psychology, Hilary Putnam; Intentional Systems, Daniel C. Dennett; The (...) Nature and Plausibility of Cognitivism, John C. Haugeland; Minds, Brains, and Programs, John R. Searle; MethodologicalSolipsism Considered as a Research Strategy in Cognitive Psychology, Jerry A. Fodor; The Material Mind, Donald Davidson. (shrink)

Computational Creativity: A Continuing Journey Content Type Journal Article DOI 10.1007/s11023-010-9212-0 Authors Tony Veale, Departamento de Ingeniera del Software e Inteligencia Artificial, Universidad Complutense de Madrid, Madrid, Spain Pablo Gervás, Departamento de Ingeniera del Software e Inteligencia Artificial, Universidad Complutense de Madrid, Madrid, Spain Rafael Pérez y Pérez, Departamento de Ingeniera del Software e Inteligencia Artificial, Universidad Complutense de Madrid, Madrid, Spain Journal Minds and Machines Online ISSN 1572-8641 Print ISSN 0924-6495 Journal Volume Volume 20 Journal Issue Volume 20, Number (...) 4. (shrink)

Many kinds of creativity result from combination of mental representations. This paper provides a computational account of how creative thinking can arise from combining neural patterns into ones that are potentially novel and useful. We defend the hypothesis that such combinations arise from mechanisms that bind together neural activity by a process of convolution, a mathematical operation that interweaves structures. We describe computer simulations that show the feasibility of using convolution to produce emergent patterns of neural activity that can support (...) cognitive and emotional processes underlying human creativity. (shrink)

Creativity has received, and continues to receive, comparatively little analysis in philosophy and the brain and behavioural sciences. This is in spite of the importance of creative thought and action, and the many and varied resources of theories of mind. Here an alternative approach to analyzing creativity is suggested: start from the bottom up with minimally creative thought. Minimally creative thought depends non-accidentally upon agency, is novel relative to the acting agent, and could not have been tokened before the time (...) it is in fact tokened, relative to the agent in question. Thoughts that meet these three conditions—agency, psychological novelty, and modal—are what may be called cognitive breakthroughs. Even if such breakthroughs are not necessary to or definitive of richer creativity, they are indeed central to much of creativity. The minimal analysis provides a more workable explanandum for theories of creativity of varied motivation and method. (shrink)

Simonton examines the idea of the genius through his own theory called chance-configuration theory.

Two varieties of aesthetic virtue are distinguished. Trait virtues are features of the agent’s character, and reflect an overarching concern for aesthetic goods such as beauty and novelty, while faculty virtues are excellences of artistic execution that permit the agent to succeed in her chosen domain. The distinction makes possible a fuller account of why art matters to us—it matters not only insofar as it is aesthetically good, but also in its capacity as an achievement that is creditable to an (...) individual, and as a reflection or embodiment of virtuous motives. (shrink)

If good taste is a virtue, then an account of good taste might be modelled on existing accounts of moral or epistemic virtue. One good reason to develop such an account is that it helps solve otherwise intractable problems in aesthetics. This paper proposes an alternative to neo-Aristotelian models of good taste. It then contrasts the neo-Aristotelian models with the proposed model, assessing them for their potential to contend with otherwise intractable problems in aesthetics.

I argue that creativity is compatible with determinism and therefore with naturalistic explanation. I explore different kinds of novelty, corresponding with four distinct concepts of creativity – anthropological, historical, psychological and metaphysical. Psychological creativity incorporates originality and spontaneity. Taken together, these point to the independence of the creative mind from social learning, experience and previously acquired knowledge. This independence is nevertheless compatible with determinism. Creativity is opposed to specific causal factors, but it does not exclude causal determination as such. So (...) creativity can be naturalized. (shrink)

Over the last four decades arguments for and against the claim that creative hypothesis formation is based on Darwinian ‘blind’ variation have been put forward. This paper offers a new and systematic route through this long-lasting debate. It distinguishes between undirected, random, and unjustified variation, to prevent widespread confusions regarding the meaning of undirected variation. These misunderstandings concern Lamarckism, equiprobability, developmental constraints, and creative hypothesis formation. The paper then introduces and develops the standard critique that creative hypothesis formation is guided (...) rather than blind, integrating developments from contemporary research on creativity. On that basis, I discuss three compatibility arguments that have been used to answer the critique. These arguments do not deny guided variation but insist that an important analogy exists nonetheless. These compatibility arguments all fail, even though they do so for different reasons: trivialisation, conceptual confusion, and lack of evidence respectively. Revisiting the debate in this manner not only allows us to see where exactly a ‘Darwinian’ account of creative hypothesis formation goes wrong, but also to see that the debate is not about factual issues, but about the interpretation of these factual issues in Darwinian terms. (shrink)

We praise and admire creative people in virtually every domain from the worlds of art, fashion and design to the fields of engineering and scientific endeavour. Picasso was one of the most influential artists of the twentieth century, Einstein was a creative scientist and Jonathan Ive is admired the world over as a great designer. We also sometimes blame, condemn or withhold praise from those who fail creatively; hence we might say that someone's work or ideas tend to be rather (...) derivative and uninspired. Institutions and governmental advisory bodies sometimes aspire, claim or exhort us to enable individual creativity, whether this is held to be good for the individual as such or in virtue of promoting wider socio-economic goods. It is at least a common thought that people are more self-fulfilled if they are creative and society more generally is held to be all the better for enabling individual creativity. (shrink)

Carl Hausman presents here a sustained and systematic examination of the problems of constructing a framework for understanding the concept of creativity. His discussion is unique in focusing systematically on problems of understanding creativity, examining our assumptions about what we take to be creative, and the possibility of seeing how creativity fits into a world that we expect to behave in rational patterns. In a careful examination of this complex phenomena, Hausman suggests a way of approaching creativity in terms of (...) a novel theory of metaphor. (shrink)

This book demonstrates how children's imagination makes a continuing contribution to their cognitive and emotional development.