This short paper will discuss the background to the special issue through a consideration of the basic knowledge representation issues in AI. We will briefly introduce the symbolic and sub-symbolic representations which are traditionally associated with AI, before noting the socially constructed views of knowledge with which they are at odds and the techniques for knowledge elicitation which they use. This forms the context against which this special issues sits, highlighting the broad view of knowledge elicitation and representation and the (...) issues that they raise which we feel are important to debate in the discipline. By gathering this set of papers together, we hope to encourage researchers to see the value in differing approaches and to encourage a more synthetic view of the discipline, where contributions and insights from different perspectives may be of use. (shrink)

This paper engages critically with anti-representationalist arguments pressed by prominent enactivists and their allies. The arguments in question are meant to show that the “as-such” and “job-description” problems constitute insurmountable challenges to causal-informational theories of mental content. In response to these challenges, a positive account of what makes a physical or computational structure a mental representation is proposed; the positive account is inspired partly by Dretske’s views about content and partly by the role of mental representations in contemporary cognitive scientific (...) modeling. (shrink)

forthcoming in P. Robbins and M. Aydede (eds.), The Cambridge Handbook of Situated Cognition (Cambridge UP).

Recent debates over adults' theory of mind use have been fueled by surprising failures of perspective-taking in communication, suggesting that perspective-taking may be relatively effortful. Yet adults routinely engage in effortful processes when needed. How, then, should speakers and listeners allocate their resources to achieve successful communication? We begin with the observation that the shared goal of communication induces a natural division of labor: The resources one agent chooses to allocate toward perspective-taking should depend on their expectations about the other's (...) allocation. We formalize this idea in a resource-rational model augmenting recent probabilistic weighting accounts with a mechanism for (costly) control over the degree of perspective-taking. In a series of simulations, we first derive an intermediate degree of perspective weighting as an optimal trade-off between expected costs and benefits of perspective-taking. We then present two behavioral experiments testing novel predictions of our model. In Experiment 1, we manipulated the presence or absence of occlusions in a director–matcher task. We found that speakers spontaneously modulated the informativeness of their descriptions to account for “known unknowns” in their partner's private view, reflecting a higher degree of speaker perspective-taking than previously acknowledged. In Experiment 2, we then compared the scripted utterances used by confederates in prior work with those produced in interactions with unscripted directors. We found that confederates were systematically less informative than listeners would initially expect given the presence of occlusions, but listeners used violations to adaptively make fewer errors over time. Taken together, our work suggests that people are not simply “mindblind”; they use contextually appropriate expectations to navigate the division of labor with their partner. We discuss how a resource-rational framework may provide a more deeply explanatory foundation for understanding flexible perspective-taking under processing constraints. (shrink)

Robert Rupert argues against the view that human cognitive processes comprise elements beyond the boundary of the organism, developing a systems-based conception in place of this extended view. He also argues for a conciliatory understanding of the relation between the computational approach to cognition and the embedded and embodied views.

Despite its familiarity and widespread acceptance, the concept of “brain death” remains incoherent in theory and confused in practice. Moreover, the only purpose served by the concept is to facilitate the procurement of transplantable organs. By abandoning the concept of brain death and adopting different criteria for organ procurement, we may be able to increase both the supply of transplantable organs and clarity in our understanding of death.

Philosophers of mind commonly draw a distinction between the personal level – the distinctive realm of conscious experience and reasoned deliberation – and the subpersonal level, the domain of mindless mechanism and brute cause and effect. Moreover, they tend to view cognitive science through the lens of this distinction. Facts about the personal level are given a priori, by introspection, or by common sense; the job of cognitive science is merely to investigate the mechanistic basis of these facts. I argue (...) that this view misrepresents the structure of cognitive-scientific enquiry. Taken at face value, cognitive science makes no commitment to the existence of a distinctive level at which persons or selves appear. Thus, in the age of cognitive science, we should not expect to find the self in an ontologically distinct realm. Instead, we should expect to locate it in cognitive-scientific models themselves. In closing, I indicate likely results of this approach. (shrink)

Stolorow and his collaborators' post-Cartesian psychoanalytic perspective – intersubjective-systems theory – is a phenomenological contextualism that illuminates worlds of emotional experience as they take form within relational contexts. After outlining the evolution and basic ideas of this framework, Stolorow shows both how post-Cartesian psychoanalysis finds enrichment and philosophical support in Heidegger's analysis of human existence, and how Heidegger's existential philosophy, in turn, can be enriched and expanded by an encounter with post-Cartesian psychoanalysis. In doing so, he creates an important psychological (...) bridge between post-Cartesian psychoanalysis and existential philosophy in the phenomenology of emotional trauma. (shrink)

The as-structure provided by language, even in the sciences, is always constitutive of experience and never merely designative. “From Saying…it comes to pass that the World is made to appear” (Heidegger 1971 [1957]: 101).

This paper -distinguishes between the Hypothesis of Extended Cognition and the Hypothesis of Embedded Cognition, characterizing them as competitors (both motivated by situated, interactive cognitive processing, with the latter being the more conservative of the two interpretations of the data) -clarifies the relation between content externalism and extended cognition -introduces the problem of cognitive bloat, as part of a critical discussion of Clark and Chalmers's "past-endorsement criterion" (if the criterion is embraced, we privilege the internal, endorsing process -- which looks (...) more like an embedded view -- and if the criterion is rejected, bloat follows) and as a problem for extended views more generally -develops a dilemma critical of Clark and Chalmers's "explanatory kinds" argument for extended mind and cognition (arguing that their reasoning faces serious problems regardless of whether one individuates the kinds in question in a fine-grained or a coarse-grained way) -argues that an appeal to functionalism doesn't resolve the issue -argues for the priority, in debates about extended cognition, of the identification of cognitive systems (e.g., because a functionalist approach can't be applied unless we already know what count as inputs and outputs, which requires having already identified the boundaries of the cognitive system). (shrink)

University of Colorado, Boulder If there are laws of psychology, they would seem to hold only ceteris paribus (c.p., hereafter), i.e., other things being equal. If a person wants that q and believes that doing a is the most efficient way to make it the case that q, then she will attempt to do a—but not, however, if she believes that a carries with it consequences much more hated than q is liked, or she believes she is incapable of doing (...) a, or she gets distracted from her goal that q, or she suddenly has a severe brain hemorrhage, or.... No one can say precisely where the list ends, but the idea is supposed to be clear enough: normally the law holds, but there are many cases, exceptions, one might say, in which the law does not; the difficulty of characterizing these exceptions invites the qualification ‘c.p.’ as a catch-all. (shrink)

Over the past several decades, medical ethics has gained a solid foothold in medical education and is now a required course in most medical schools. Although the field of medical ethics is by nature eclectic, moral philosophy has played a dominant role in defining both the content of what is taught and the methodology for reasoning about ethical dilemmas. Most educators largely rely on the case‐based method for teaching ethics, grounding the ethical reasoning in an amalgam of theories drawn from (...) moral philosophy, including consequentialism, deontology, and principlism.In this article we hope to make a case for augmenting the focus of education in medical ethics. We propose complementing the traditional approach to medical ethics with a more embedded approach, one that has been described by others as “microethics,” the ethics of everyday clinical practice. (shrink)

The language we use over the course of conversation changes as we establish common ground and learn what our partner finds meaningful. Here we draw upon recent advances in natural language processing to provide a finer‐grained characterization of the dynamics of this learning process. We release an open corpus (>15,000 utterances) of extended dyadic interactions in a classic repeated reference game task where pairs of participants had to coordinate on how to refer to initially difficult‐to‐describe tangram stimuli. We find that (...) different pairs discover a wide variety of idiosyncratic but efficient and stable solutions to the problem of reference. Furthermore, these conventions are shaped by the communicative context: words that are more discriminative in the initial context (i.e., that are used for one target more than others) are more likely to persist through the final repetition. Finally, we find systematic structure in how a speaker's referring expressions become more efficient over time: Syntactic units drop out in clusters following positive feedback from the listener, eventually leaving short labels containing open‐class parts of speech. These findings provide a higher resolution look at the quantitative dynamics of ad hoc convention formation and support further development of computational models of learning in communication. (shrink)

Causal theories of mental content (CTs) ground certain aspects of a concept's meaning in the causal relations a concept bears to what it represents. Section 1 explains the problems CTs are meant to solve and introduces terminology commonly used to discuss these problems. Section 2 specifies criteria that any acceptable CT must satisfy. Sections 3, 4, and 5 critically survey various CTs, including those proposed by Fred Dretske, Jerry Fodor, Ruth Garrett Millikan, David Papineau, Dennis Stampe, Dan Ryder, and the (...) author himself. The final section considers general objections to the causal approach. (shrink)

Clinical ethics is a relatively new discipline within medicine, generated not so much by the Can we . . . ? questions of fact and prognosis that physicians ...

The claim of metabletic phenomenology about the changing nature of reality is a claim about the relation etween humanity and reality. First, it indicates that reality is a reflection of human life. Second, metabletic phenomenology indicates that the mirror relation between humanity and reality is one of participation. The example of linear perspective painting will illustrate these points. In turn, four psychological themes are identified in Van den Berg's work. The first and second themes concern, respectively, the character and place (...) of psychological reality. Themes three and four are addressed to the inherently therapeutic and ethical dimensions of Van den Berg's psychology. (shrink)

The Covid-19 pandemic has led to severe shortages of many essential goods and services, from hand sanitizers and N-95 masks to ICU beds and ventilators. Although rationing is not unprecedented, never before has the American public been faced with the prospect of having to ration medical goods and services on this scale.

forthcoming in R. Menary (ed.), The Extended Mind.

The psychiatric diagnostic system, as exemplified by the DSM, is a pseudo-scientific framework for diagnosing sick Cartesian isolated minds. As such, it completely overlooks the exquisite context sensitivity and radical context dependence of human emotional life and of all forms of emotional disturbance. In Descartes’s vision, the mind is a “thinking thing,” ontologically decontextualized, fundamentally separated from its world. Heidegger’s existential phenomenology mended this Cartesian subject-object split, unveiling our Being as always already contextualized, a Being-in-the-world. Here I offer a critique (...) of studies in “phenomenological psychopathology” that presuppose the validity of the psychiatric diagnostic system and leave it unchallenged. In this vein, I contend that all emotional disturbances are constituted in an indissoluble context of human interrelatedness. Specifically, I claim that all emotional disturbances, including those objectified by the DSM, take form in relational contexts of severe emotional trauma. There are no psychiatric entities, only devastating contexts. Additionally, I show that Heidegger’s analyses of Angst, world-collapse, uncanniness, and thrownness into Being-toward-death provide extraordinary philosophical tools for grasping the existential significance of such contexts of emotional trauma. Applying Heidegger’s concept of authenticity, I suggest that emotional health entails an ease of passage—i.e., an absence of dissociation—between the world of trauma and the world of everydayness. (shrink)

This essay develops the thesis that the essence of psychoanalysis lies in emotional phenomenology.

_A moving meditation on recent geopolitical crises, viewed through the lens of ancient and modern tragedy__ “Spare, elegant and poignant.... If there is a single contemporary book that should be pressed into the hands of those who decide issues of war and peace, this is it.”—John Gray, _New Statesman_ “It is tragic that Robert D. Kaplan’s luminous _The Tragic Mind_ is so urgently needed.”—George F. Will_ Some books emerge from a lifetime of hard-won knowledge. Robert D. Kaplan has (...) learned, from a career spent reporting on wars, revolutions, and international politics in Europe, the Middle East, and East Asia, that the essence of geopolitics is tragedy. In _The Tragic Mind_, he employs the works of ancient Greek dramatists, Shakespeare, German philosophers, and the modern classics to explore the central subjects of international politics: order, disorder, rebellion, ambition, loyalty to family and state, violence, and the mistakes of power. The great dilemmas of international politics, he argues, are not posed by good versus evil—a clear and easy choice—but by contests of good versus good, where the choices are often searing, incompatible, and fraught with consequences. A deeply learned and deeply felt meditation on the importance of lived experience in conducting international relations, this is a book for everyone who wants a profound understanding of the tragic politics of our time. (shrink)

The concept of brain death was recently described as being “at once well settled and persistently unresolved.” Every day, in the United States and around the world, physicians diagnose patients as brain dead, and then proceed to transplant organs from these patients into others in need. Yet as well settled as this practice has become, brain death continues to be the focus of controversy, with two journals in bioethics dedicating major sections to the topic within the last two years.By way (...) of background, the Uniform Determination of Death Act states that “[a]n individual who has sustained either: irreversible cessation of circulatory and respiratory functions, or irreversible cessation of all functions of the entire brain, including the brain stem, is dead. A determination of death must be made in accordance with accepted medical standards.” In other words, death can be defined by either cardiorespiratory or neurological criteria, with “brain death” representing the loss of all brain function. This standard, or closely related variants, has become the accepted approach throughout the United States and in many parts of the world. (shrink)

Robert Cummins argues that any causal theory of mental content (CT) founders on an established fact of human psychology: that theory mediates sensory detection. He concludes,.

Trauma and Human Existence effectively interweaves two themes central to emotional trauma--the first pertains to the contextuality of emotional life in general, and of the experience of emotional trauma in particular, and the second pertains to the recognition that the possibility of emotional trauma is built into the basic constitution of human existence. This volume traces how both themes interconnect, largely as they crystallize in the author’s personal experience of traumatic loss. As discussed in the book's final chapter, whether or (...) not this constitutive possibility will be brought lastingly into the foreground of our experiential world depends on the relational contexts in which we live. (shrink)

In this article I draw on some personal experiences of my own as a springboard for a theoretical discussion of the contextuality of the several varieties of unconsciousness and, in particular, of a form of unconsciousness that I propose to call the ontological unconscious.

This paper argues that an educated being logically does not have to be a human. Philosophers analyzing the concept of education have reached a consensual notion of the matter; but in applying that idea, they have barely discussed whether or not human beings are the only entities that may be educated. Using their notion as the core of a heuristic conception of education, this paper attempts to show that in some contexts it might make sense to predicate education of certain (...) non-human entities. In addition, the paper examines the place of beliefs, reflective intelligence, practical thinking, and feelings in education. It concludes by discussing its implications for educational theory and practice and for the connections between the educated being and personhood and the right to education. (shrink)

Historically, the practice of medicine has been a physically intimate endeavor. Physicians have used their hands to palpate and reveal the secrets hidden within the body. Smelling the breath for the ketosis of diabetes or tasting the skin for the saltiness of cystic fibrosis were among the physician's essential practices. Today, perhaps the most defining characteristic of a brilliant clinician is the ability to synthesize many images—from electrocardiograms, ultrasounds, CT scans, and so forth—into a coherent picture that can guide our (...) diagnosis and treatment. Yet this is rapidly becoming a Sisyphean task. Just as we are about to drown in a deluge of data, AI is throwing us a life preserver, to save not only our patients but ourselves. But where will AI take us? (shrink)