Artificial Neural Networks have reached “grandmaster” and even “super-human” performance across a variety of games, from those involving perfect information, such as Go, to those involving imperfect information, such as “Starcraft”. Such technological developments from artificial intelligence (AI) labs have ushered concomitant applications across the world of business, where an “AI” brand-tag is quickly becoming ubiquitous. A corollary of such widespread commercial deployment is that when AI gets things wrong—an autonomous vehicle crashes, a chatbot exhibits “racist” behavior, automated credit-scoring processes (...) “discriminate” on gender, etc.—there are often significant financial, legal, and brand consequences, and the incident becomes major news. As Judea Pearl sees it, the underlying reason for such mistakes is that “... all the impressive achievements of deep learning amount to just curve fitting.” The key, as Pearl suggests, is to replace “reasoning by association” with “causal reasoning” —the ability to infer causes from observed phenomena. It is a point that was echoed by Gary Marcus and Ernest Davis in a recent piece for theNew York Times: “we need to stop building computer systems that merely get better and better at detecting statistical patterns in data sets—often using an approach known as ‘Deep Learning’—and start building computer systems that from the moment of their assembly innately grasp three basic concepts: time, space, and causality.” In this paper, foregrounding what in 1949 Gilbert Ryle termed “a category mistake”, I will offer an alternative explanation for AI errors; it is not so much that AI machinery cannot “grasp” causality, but that AI machinery (qua computation) cannot understand anything at all. (shrink)

In the fourteenth chapter of The Philosophy of Information, Luciano Floridi puts forth a criticism of ‘digital ontology’ as a step toward the articulation of an ‘informational structural realism’. Based on the claims made in the chapter, the present paper seeks to evaluate the distinctly Kantian scope of the chapter from a rather unconventional viewpoint: while in sympathy with the author’s doubts ‘against’ digital philosophy, we follow a different route. We turn our attention to the concept of construction as used (...) in the book with the hope of raising some additional questions that might contribute to a better understanding of what is at stake in Floridi’s experimental epistemological response to digital ontology. (shrink)

John Searle’s Chinese Room Argument purports to demonstrate that syntax is not sufficient for semantics, and, hence, because computation cannot yield understanding, the computational theory of mind, which equates the mind to an information processing system based on formal computations, fails. In this paper, we use the CRA, and the debate that emerged from it, to develop a philosophical critique of recent advances in robotics and neuroscience. We describe results from a body of work that contributes to blurring the divide (...) between biological and artificial systems; so-called animats, autonomous robots that are controlled by biological neural tissue and what may be described as remote-controlled rodents, living animals endowed with augmented abilities provided by external controllers. We argue that, even though at first sight, these chimeric systems may seem to escape the CRA, on closer analysis, they do not. We conclude by discussing the role of the body–brain dynamics in the processes that give rise to genuine understanding of the world, in line with recent proposals from enactive cognitive science. (shrink)

The most famous challenge to computational cognitive science and artificial intelligence is the philosopher John Searle's "Chinese Room" argument.

Of Goals and Goods and Floundering About: A Dissensus Report on Clinical Ethics Consultation Content Type Journal Article Pages 275-291 DOI 10.1007/s10730-009-9101-1 Authors Jeffrey P. Bishop, Vanderbilt University Center for Biomedical Ethics and Society 2525 West End Avenue, Suite 400 Nashville Tennessee 37203 USA Joseph B. Fanning, Vanderbilt University Center for Biomedical Ethics and Society 2525 West End Avenue, Suite 400 Nashville Tennessee 37203 USA Mark J. Bliton, Vanderbilt University Center for Biomedical Ethics and Society 2525 West End Avenue, (...) Suite 400 Nashville Tennessee 37203 USA Journal HEC Forum Online ISSN 1572-8498 Print ISSN 0956-2737 Journal Volume Volume 21 Journal Issue Volume 21, Number 3. (shrink)

Erratum to: Echo Calling Narcissus: What Exceeds the Gaze of Clinical Ethics Consultation? Content Type Journal Article Pages 171-171 DOI 10.1007/s10730-010-9132-7 Authors Jeffrey P. Bishop, Saint Louis University Tenet Chair of Health Care Ethics, Albert Gnaegi Center for Health Care Ethics Salus Center, Room 527, 3545 Lafayette Ave St. Louis MO 63104-1314 USA Joseph B. Fanning, Vanderbilt University Center for Biomedical Ethics and Society 2525 West End Ave., 4th Floor, Suite 400 Nashville TN 37203 USA Mark J. Bliton, Vanderbilt (...) University Center for Biomedical Ethics and Society 2525 West End Ave., 4th Floor, Suite 400 Nashville TN 37203 USA Journal HEC Forum Online ISSN 1572-8498 Print ISSN 0956-2737 Journal Volume Volume 22 Journal Issue Volume 22, Number 2. (shrink)

Guiding our response in this essay is our view that current efforts to demarcate the role of the clinical ethicist risk reducing its complex network of authorizations to sites of power and payment. In turn, the role becomes susceptible to various ideologies—individualisms, proceduralisms, secularisms—that further divide the body from the web of significances that matter to that body, where only she, the patient, is located. The security of policy, standards, and employment will pull against and eventually sever the authorization secured (...) by authentic moral inquiry. Instead of asking “What do I need to know?”, the question animating the drive to standardize will be “What is the policy or standard?” The claims of the authors in this issue of HEC Forum confirm these suspicions. (shrink)

This chapter examines two ways in which liberal thinkers have appealed to claims about disagreement in order to defend a principle of free speech. One argument, from Mill, says that free speech is a necessary condition for healthy disagreement, and that healthy disagreement is conducive to human flourishing. The other argument says that in a community of people who disagree about questions of value, free speech is a necessary condition of legitimate democratic government. We argue that both of these arguments, (...) in their standard guises, are premised upon contestable views about the realpolitik of disagreement in a liberal society. (shrink)

Michael Bishop and J.D.Trout have recently argued that analytic epistemology is incapable of incorporating insights from experimental psychology, and that while an acceptable epistemology should be normative, analytic epistemology lacks normativity. For these reasons, they urge that analytic epistemology should be replaced by what they call “ameliorative psychology”: a view that draws on empirical findings in psychology in order to help people become better reasoners. In this paper, I argue that analytic epistemology does not need to be replaced, as it (...) is indeed normative, and is quite capable of incorporating the insights of ameliorative psychology. (shrink)

The journal of Cognitive Computation is defined in part by the notion that biologically inspired computational accounts are at the heart of cognitive processes in both natural and artificial systems. Many studies of various important aspects of cognition (memory, observational learning, decision making, reward prediction learning, attention control, etc.) have been made by modelling the various experimental results using ever-more sophisticated computer programs. In this manner progressive inroads have been made into gaining a better understanding of the many components of (...) cognition. Concomitantly in both science and science fiction the hope is periodically re-ignited that a manmade system can be engineered to be fully cognitive and conscious purely in virtue of its execution of an appropriate computer program. However, whilst the usefulness of the computational metaphor in many areas of psychology and neuroscience is clear, it has not gone unchallenged and in this article I will review a group of philosophical arguments that suggest either such unequivocal optimism in computationalism is misplaced—computation is neither necessary nor sufficient for cognition—or panpsychism (the belief that the physical universe is fundamentally composed of elements each of which is conscious) is true. I conclude by highlighting an alternative metaphor for cognitive processes based on communication and interaction. (shrink)

This book analyzes the philosophical foundations of sensorimotor theory and discusses the most recent applications of sensorimotor theory to human computer interaction, child's play, virtual reality, robotics, and linguistics. -/- Why does a circle look curved and not angular? Why doesn't red sound like a bell? Why, as I interact with the world, is there something it is like to be me? These are simple questions to pose but more difficult to answer. An analytic philosopher might respond to the first (...) by merely observing, ``if we ponder the concept `circle' we find that it is the essence of a circle to be round''; but where does this definition come from? Was it set in stone by the gods, the divine arbiters of circle-ness (red-ness and conscious-ness)? It is a measure of the importance of Kevin O'Regan and Alva Noe's 2001 paper `A sensorimotor account of vision and visual consciousness' that it reveals deep scientific and philosophical insight on these foundational issues of perception. -/- Opening with a chapter from Kevin O'Regan, this collection of new essays continues by presenting fifteen additional essays on as many developments achieved in recent years in this field. It provides readers with a critical review of the sensorimotor theory and in so doing introduces them to a radically new approach in cognitive science. (shrink)

The argument presented in this paper is not a direct attack or defence of the Chinese Room Argument (CRA), but relates to the premise at its heart, that syntax is not sufficient for semantics, via the closely associated propositions that semantics is not intrinsic to syntax and that syntax is not intrinsic to physics. However, in contrast to the CRA’s critique of the link between syntax and semantics, this paper will explore the associated link between syntax and physics. The main (...) argument presented here is not significantly original – it is a simple reflection upon that originally given by Hilary Putnam (Putnam 1988) and criticised by David Chalmers and others: instead of seeking to justify Putnam’s claim that, “every open system implements every Finite State Automaton (FSA)”, and hence that psychological states of the brain cannot be functional states of a computer, I will seek to establish the weaker result that, over a finite time window every open system implements the trace of a particular FSA Q, as it executes program (p) on input (x). That this result leads to panpsychism is clear as, equating Q (p, x) to a specific Strong AI program that is claimed to instantiate phenomenal states as it executes, and following Putnam’s procedure, identical computational (and ex hypothesi phenomenal) states (ubiquitous little ‘pixies’) can be found in every open physical system. (shrink)

The most cursory examination of the history of artificial intelligence highlights numerous egregious claims of its researchers, especially in relation to a populist form of ‘strong’ computationalism which holds that any suitably programmed computer instantiates genuine conscious mental states purely in virtue of carrying out a specific series of computations. The argument presented herein is a simple development of that originally presented in Putnam’s (Representation & Reality, Bradford Books, Cambridge in 1988 ) monograph, “Representation & Reality”, which if correct, has (...) important implications for turing machine functionalism and the prospect of ‘conscious’ machines. In the paper, instead of seeking to develop Putnam’s claim that, “everything implements every finite state automata”, I will try to establish the weaker result that, “everything implements the specific machine Q on a particular input set ( x )”. Then, equating Q ( x ) to any putative AI program, I will show that conceding the ‘strong AI’ thesis for Q (crediting it with mental states and consciousness) opens the door to a vicious form of panpsychism whereby all open systems, (e.g. grass, rocks etc.), must instantiate conscious experience and hence that disembodied minds lurk everywhere. (shrink)

Voluntary active euthanasia and physician assisted suicide should not be legalised because too much that is important about living and dying will be lostIn the first of this two part series, I unpack the historical philosophical distinction between killing and allowing a patient to die in order to clear up the confusion that exists. Historically speaking the two kinds of actions are morally distinct because of older notions of causality and human agency. We no longer understand that distinction primarily because (...) we have shifted our notions of causality from a traditional formulation to a modern formulation of causality and thus of moral assessment that focuses on the effects of an action. In this essay, I prepare the ground for a companion essay by showing that the traditional formulation allows us to maintain notions of meaning and purpose to human living and dying that are precluded in the efficiency paradigm of modernity. Taken together with the companion essay, I am claiming that voluntary active euthanasia and physician assisted suicide should not be legalised because too much that is important about dying and living will be lost.TWO LIESIt would be naïve to think that euthanasia, in either the VAE sense, or in the more passive sense of PAS, does not happen. It would even be naïve to think that it does not occur in a non-voluntary form. It would be equally naïve, however, to think it could be controlled through governmental regulation. The real question with regard to PAS/VAE, put so eloquently by Martha Minow, is which lie do you countenance: the lie that euthanasia does not already happen, or the lie that it can be controlled without having repercussions well beyond the limits of procedural mastery?1 With this two part paper series, I will argue that the …. (shrink)

This issue of the Kybernetes journal is concerned with the philosophical question- Can a Machine Think? Famously, in his 1950 paper `Computing Machinery andIntelligence' [9], the British mathematician Alan Turing suggested replacing this question - which he found \too meaningless to deserve discussion" - with a simple -behavioural - test based on an imagined `Victorianesque' pastime he entitled the`imitation game'. In this special issue of Kybernetes a selection of authors with a special interest in Turing's work (including those who participated (...) in the 2008 AISB Turing Symposium) have been invited to explore and clarify issues arising from Turing's 1950 paper on the Imitation Game; now more widely known as the Turing test. (shrink)

The most cursory examination of the history of artificial intelligence highlights numerous egregious claims of its researchers, especially in relation to a populist form of ‘strong’ computationalism which holds that any suitably programmed computer instantiates genuine conscious mental states purely in virtue of carrying out a specific series of computations. The argument presented herein is a simple development of that originally presented in Putnam’s (Representation & Reality, Bradford Books, Cambridge in 1988) monograph, “Representation & Reality”, which if correct, has important (...) implications for turing machine functionalism and the prospect of ‘conscious’ machines. In the paper, instead of seeking to develop Putnam’s claim that, “everything implements every finite state automata”, I will try to establish the weaker result that, “everything implements the specific machine Q on a particular input set (x)”. Then, equating Q (x) to any putative AI program, I will show that conceding the ‘strong AI’ thesis for Q (crediting it with mental states and consciousness) opens the door to a vicious form of panpsychism whereby all open systems, (e.g. grass, rocks etc.), must instantiate conscious experience and hence that disembodied minds lurk everywhere. (shrink)

The initial argument presented herein is not significantly original—it is a simple reflection upon a notion of computation originally developed by Putnam and criticised by Chalmers et al. . In what follows, instead of seeking to justify Putnam’s conclusion that every open system implements every Finite State Automaton and hence that psychological states of the brain cannot be functional states of a computer, I will establish the weaker result that, over a finite time window every open system implements the trace (...) of FSA Q, as it executes program on input . If correct the resulting bold philosophical claim is that phenomenal states—such as feelings and visual experiences—can never be understood or explained functionally. (shrink)

Open peer commentary on the article “Exploration of the Functional Properties of Interaction: Computer Models and Pointers for Theory” by Etienne B. Roesch, Matthew Spencer, Slawomir J. Nasuto, Thomas Tanay & J. Mark Bishop. Upshot: We challenge the authors’ claim in the target article that “departing from cognitivism requires the development of a new functional framework that will support causal, powerful and goal-directed behavior in the context of the interaction between the organism and the environment.” We argue that rather (...) than a departure from cognitivism, the indicated goal is a natural complement or extension of the classical understanding of cognitivism. In order to reach such a goal, no new functional framework has to be developed right from scratch: there are many insights in related areas of research that can serve such a purpose well and can become an integral part of constructive cognitivism. We welcome the idea to build constructive foundations of cognitivism. (shrink)

Death cannot be mastered through a metaphysics of efficiency that interprets all actions in terms only of cause and effect, but it can be transcended if we leave the frame open to death’s ambiguityIn the second of this two part series, I describe how in shifting our frames from one of human purpose and meaning to one of efficiency, we shift the possible answers we get to our questions about voluntary active euthanasia and physician assisted suicide . Thus, by placing (...) VAE/PAS within the frame of efficiency, we narrow our focus to the final effect in the world of cause and effect—namely death. Thus, in ensconcing euthanasia within a legal framework meant to instrumentally and efficiently control euthanasia, we are in fact narrowing our focus on death. Thus, in legalising VAE/PAS we are not just adding one choice to a panoply of other choices, we are in fact changing the nature of all choices, for each choice conditions all others. We should therefore live with the lie that VAE/PAS do not happen as opposed to living with the lie that through efficient legal control we protect patients from medical dominance.AN ANECDOTESeveral years ago an acquaintance told me about a terrible situation in which he found himself during the Vietnam war. He was Green Beret—one of the elite special forces corps of the US army. He was in an area that was officially off limits to the US. His unit came under heavy fire and a buddy was shot in several places but was still alive. His comrade was in serious pain, but what scared him the most was that he might die in the jungle, be eaten by a wild animal, or be captured by the enemy. There was no way to get him out. The wounded soldier …. (shrink)

Book Information Faith with Reason. By Paul Helm. Clarendon Press. Oxford. 2000. Pp. xvi + 185.

(2011). Mindfulness: diverse perspectives on its meaning, origins, and multiple applications at the intersection of science and dharma. Contemporary Buddhism: Vol. 12, Mindfulness: diverse perspectives on its meaning, origins, and multiple applications at the intersection of science and dharma, pp. 1-18. doi: 10.1080/14639947.2011.564811.

Viewed in the light of the remarkable performance of ‘Watson’ - IBMs proprietary artificial intelligence computer system capable of answering questions posed in natural language - on the US general knowledge quiz show ‘Jeopardy’, we review two experiments on formal systems - one in the domain of quantum physics, the other involving a pictographic languaging game - whereby behaviour seemingly characteristic of domain understanding is generated by the mere mechanical application of simple rules. By re-examining both experiments in the context (...) of Searle’s Chinese Room Argument, we suggest their results merely endorse Searle’s core intuition: that ‘syntactical manipulation of symbols is not sufficient for semantics’. Although, pace Watson, some artificial intelligence practitioners have suggested that more complex, higher-level operations on formal symbols are required to instantiate understanding in computational systems, we show that even high-level calls to Google translate would not enable a computer qua ‘formal symbol processor’ to understand the language it processes. We thus conclude that even the most recent developments in ‘quantum linguistics’ will not enable computational systems to genuinely understand natural language. (shrink)

In a reflective and richly entertaining piece from 1979, Doug Hofstadter playfully imagined a conversation between ‘Achilles’ and an anthill (the eponymous ‘Aunt Hillary’), in which he famously explored many ideas and themes related to cognition and consciousness. For Hofstadter, the anthill is able to carry on a conversation because the ants that compose it play roughly the same role that neurons play in human languaging; unfortunately, Hofstadter’s work is notably short on detail suggesting how this magic might be achieved1. (...) Conversely in this paper - finally reifying Hofstadter’s imagination - we demonstrate how populations of simple ant-like creatures can be organised to solve complex problems; problems that involve the use of forward planning and strategy. Specifically we will demonstrate that populations of such creatures can be configured to play a strategically strong - though tactically weak - game of HeX (a complex strategic game).We subsequently demonstrate how tactical play can be improved by introducing a form of forward planning instantiated via multiple populations of agents; a technique that can be compared to the dynamics of interacting populations of social insects via the concept of meta-population. In this way although, pace Hofstadter, we do not establish that a meta-population of ants could actually hold a conversation with Achilles, we do successfully introduce Aunt Hillary to the complex, seductive charms of HeX. (shrink)

After describing Heidegger's critique of metaphysics as ontotheology, I unpack the metaphysical assumptions of several transhumanist philosophers. I claim that they deploy an ontology of power and that they also deploy a kind of theology, as Heidegger meant it. I also describe the way in which this metaphysics begets its own politics and ethics. In order to transcend the human condition, they must transgress the human.

This essay places Foucault's work into a philosophical context, recognizing that Foucault is difficult to place and demonstrates that Foucault remains in the Kantian tradition of philosophy, even if he sits at the margins of that tradition. For Kant, the forms of intuition—space and time—are the a priori conditions of the possibility of human experience and knowledge. For Foucault, the a priori conditions are political space and historical time. Foucault sees political space as central to understanding both the subject and (...) objects of medicine, psychiatry, and the social sciences. Through this analysis one can see that medicine's metaphysics is a metaphysics of efficient causation, where medicine's objects are subjected to mechanisms of efficient control. (shrink)

In the mid-1970s, the biomedical model of medicine gave way to the biopsychosocial model of medicine; it was billed as a more comprehensive and compassionate model of medicine. After more than a century of disentangling medicine from religion, the medicine and spirituality movement is attempting to bring religion and spirituality back into medicine. It is doing so under a biopsychosociospiritual model. I unpack one model for allowing religion back into medicine called the RCOPE. RCOPE is an instrument designed to categorize (...) religion and spirituality as psychological coping mechanisms. I explore how such instruments are related to the history of statistical measurement and demonstrate the political impetus that governs such enterprises. The biopsychosociospiritual medicine is billed as a more holistic and comprehensive model. This new model of medicine offers total care. However, I demonstrate how this total care becomes totalizing, indeed totalitarian, admitting religion and spirituality back into the fold of medicine under a new secularized medical control. (shrink)

Humanity does not gradually progress from combat to combat until it arrives at universal reciprocity, where the rule of law finally replaces warfare; humanity installs each of its violences in a system of rules and thus proceeds from domination to domination. (Foucault, 1984, 85)In this essay, I take a note from Michel Foucault regarding the notion of biopolitics. For Foucault, biopolitics has both repressive and constitutive properties. Foucault's claim is that with the rise of modern government, the state became exceedingly (...) concerned about the body politic, the bodies that make up the polis, including the health of those bodies. However, Giorgio Agamben claims that Foucault and all western political philosophy misses the relationship between power and Sovereignty, with disastrous results and totalizing tendencies. I explore the case of Terri Schiavo claiming that the social conservatives have attempted to politicize bare life in its legal maneuverings, but I also show how the social liberals open an uncontrollable space between life and death. Both the left and the right miss the aporia at the heart of western political philosophy, and bioethics is complicit in the totalizing effects of contemporary medicine. (shrink)

The main object of this thesis is to explain in a systematic fashion Francis Hutcheson's moral theory. Such an attempt will necessarily involve a discussion of the various philosophical problems which are inherent in his theory. For example, I discuss the issue of whether Hutcheson's theory of the moral sense is to be interpreted in an intuitionist or an emotivist fashion. It is argued that some aspects of his moral sense theory favour the former and some the latter interpretation, Hutcheson's (...) theory of benevolence is outlined and his' arguments against the psychological egoists are discussed. Perhaps the most important problem with Hutcheson's moral sense theory is the problem of motivation. Any moral theory which locates the virtue of virtuous actions in the motive from which they are done, as Hutcheson's does, will encounter problems in explaining how knowledge of right and wrong can influence us to be virtuous. Hutcheson's ingenious solution to this problem and his theory of moral motivation, which I suggest have not been adequately discussed previously to this thesis, are explicated at length. Hutcheson's criticisms of the moral rationalists are considered, as are Price's criticisms of Hutcheson. A final chapter attempts to show how the development of Hutcheson's thinking was the result of his realizing the implications of his own theories, especially his theory of moral motivation. (shrink)

Open peer commentary on the article “Sensorimotor Direct Realism: How We Enact Our World” by Michael Beaton. Upshot: Sensorimotor direct realism is too promiscuous in its account of sensation.