A new theory of how the brain constructs emotions that could revolutionize psychology, health care, law enforcement, and our understanding of the human mind Emotions feel automatic, like uncontrollable reactions to things we think and experience. Scientists have long supported this assumption by claiming that emotions are hardwired in the body or the brain. Today, however, the science of emotion is in the midst of a revolution on par with the discovery of relativity in physics and natural selection in biology--and (...) this paradigm shift has far-reaching implications for us all. Leading the charge is psychologist and neuroscientist Lisa Feldman Barrett, whose theory of emotion is driving a deeper understanding of the mind and brain, and shedding new light on what it means to be human. Her research overturns the widely held belief that emotions are housed in different parts of the brain and are universally expressed and recognized. Instead, she has shown that emotion is constructed in the moment, by core systems that interact across the whole brain, aided by a lifetime of learning. This new theory means that you play a much greater role in your emotional life than you ever thought. Its repercussions are already shaking the foundations not only of psychology but also of medicine, the legal system, child-rearing, meditation, and even airport security. Why do emotions feel automatic? Does rational thought really control emotion? How does emotion affect disease? How can you make your children more emotionally intelligent? How Emotions Are Made answers these questions and many more, revealing the latest research and intriguing practical applications of the new science of emotion, mind, and brain. (shrink)

Delusions are a common symptom of schizophrenia and dementia. Though most English dictionaries define a delusion as a false opinion or belief, there is currently a lively debate about whether delusions are really beliefs and indeed, whether they are even irrational. The book is an interdisciplinary exploration of the nature of delusions. It brings together the psychological literature on the aetiology and the behavioural manifestations of delusions, and the philosophical literature on belief ascription and rationality. The thesis of the book (...) is that delusions are continuous with ordinary beliefs, a thesis that could have important theoretical and practical implications for psychiatric classification and the clinical treatment of subjects with delusions. By bringing together recent work in philosophy of mind, cognitive psychology and psychiatry, the book offers a comprehensive review of the philosophical issues raised by the psychology of normal and abnormal cognition, defends the doxastic conception of delusions, and develops a theory about the role of judgements of rationality and of attributions of self-knowledge in belief ascription. Presenting a highly original analysis of the debate on the nature of delusions, this book will interest philosophers of mind, epistemologists, philosophers of science, cognitive scientists, psychiatrists, and mental health professionals. (shrink)

This volume presents cutting-edge theory and research on emotions as constructed events rather than fixed, essential entities. It provides a thorough introduction to the assumptions, hypotheses, and scientific methods that embody psychological constructionist approaches. Leading scholars examine the neurobiological, cognitive/perceptual, and social processes that give rise to the experiences Western cultures call sadness, anger, fear, and so on. The book explores such compelling questions as how the brain creates emotional experiences, whether the "ingredients" of emotions also give rise to other (...) mental states, and how to define what is or is not an emotion. Introductory and concluding chapters by the editors identify key themes and controversies and compare psychological construction to other theories of emotion. (shrink)

Lisa Bortolotti argues that some irrational beliefs are epistemically innocent and deliver significant epistemic benefits that could not be easily attained otherwise. While the benefits of the irrational belief may not outweigh the costs, epistemic innocence helps to clarify the epistemic and psychological effects of irrational beliefs on agency.

We are currently seeing dramatic changes in the ways we imagine and experience time. Permanent debt, unending violent conflict, climate change, economic instability, and widening social inequalities have led to suggestions that we are now living in the time of the 'end times'. In the shadow of a foreshortened future, the present is increasingly experienced as a form of 'non-stop inertia', resulting in experiences of time as both frenetic but also stuck - revving up, as Ivor Southwood puts it, to (...) go nowhere. So, where do we go and how when all options seem to have run their course and time is no longer moving forward? Enduring Time proposes some alternative relations of time which provide hopeful alternatives to the dominating models of oppression, limitation and exploitation. A strikingly original philosophy of time which also provides students and scholars with a rigorous and detailed survey of contemporary theories of time, Enduring Time is an indispensable read for those attempting to live meaningfully in the current age. (shrink)

Experiences of emotion are content-rich events that emerge at the level of psychological description, but must be causally constituted by neurobiological processes. This chapter outlines an emerging scientific agenda for understanding what these experiences feel like and how they arise. We review the available answers to what is felt (i.e., the content that makes up an experience of emotion) and how neurobiological processes instantiate these properties of experience. These answers are then integrated into a broad framework that describes, in psychological (...) terms, how the experience of emotion emerges from more basic processes. We then discuss the role of such experiences in the economy of the mind and behavior. (shrink)

I argue against traditional virtue epistemology on which knowledge is a success due to a competence to believe truly, by revealing an in-principle problem with the traditional virtue epistemologist’s explanation of Gettier cases. The argument eliminates one of the last plausible explanation of Gettier cases, and so of knowledge, in terms of non-factive mental states and non-mental conditions. I then I develop and defend a different kind of virtue epistemology, on which knowledge is an exercise of a competence to know. (...) I show how the account, while circular, is not viciously so. It explains both how knowledge is a mental state, as well as the relationship between knowledge and justification, including justified false beliefs and Gettier cases. Moreover, although direct virtue epistemology is compatible with many views on the nature of belief, it can explain how knowledge might be metaphysically more fundamental than belief as well. (shrink)

Lisa Tessman's Burdened Virtues is a deeply original and provocative work that engages questions central to feminist theory and practice, from the perspective of Aristotelian ethics. Focused primarily on selves who endure and resist oppression, she addresses the ways in which devastating conditions confronted by these selves both limit and burden their moral goodness, and affect their possibilities of flourishing. She describes two different forms of "moral trouble" prevalent under oppression. The first is that the oppressed self may be (...) morally damaged, prevented from developing or exercising some of the virtues; the second is that the very conditions of oppression require the oppressed to develop a set of virtues that carry a moral cost to those who practice them--traits that Tessman refers to as "burdened virtues." These virtues have the unusual feature of being disjoined from their bearer's own well being. Tessman's work focuses on issues that have been missed by many feminist moral theories, and her use of the virtue ethics framework brings feminist concerns more closely into contact with mainstream ethical theory. This book will appeal to feminist theorists in philosophy and women's studies, but also more broadly, ethicists and social theorists. (shrink)

What is it to base a belief on reasons? Existing attempts to give an account of the basing relation encounter a dilemma: either one appeals to some kind of neutral process that does not adequately reflect the way basing is a content-sensitive first-personal activity, or one appeals to linking or bridge principles that over-intellectualize and threaten regress. We explain why this dilemma arises, and diagnose the commitments that are key obstacles to providing a satisfactory account. We explain why they should (...) be rejected anyway, and then offer a new, knowledge-first virtue epistemological theory of the basing relation that shows how we can substantially theorize about mental processes without these commitments. The resulting view plausibly captures the way in which basing is an inherently mental and content-sensitive process. (shrink)

Moral Failure: On the Impossible Demands of Morality asks what happens when the sense that "I must" collides with the realization that "I can't." Bringing together philosophical and empirical work in moral psychology, Lisa Tessman here examines moral requirements that are non-negotiable and that contravene the principle that "ought implies can.".

Stanford Encyclopedia Entry on Delusions.

Such an absence seems ultimately fatal. Yet as this volume amply demonstrates, the richness of his social theory can be opened up by contemporary feminism.

It is taken as obvious that there is a conflict between objective temporal passage and relativistic physics. The traditional formulation of temporal passage is the movement of a universe-wide set of simultaneous events known as the NOW; the Special Theory of Relativity implies that there is no NOW and therefore no temporal passage. The vast majority of those who accept the B-theory blockworld—the metaphysics of time most friendly to relativistic physics—deny that time passes. I argue that this denial is a (...) mistake. Contrary to overwhelmingly popular opinion, temporal passage does not need a NOW. To show this, I defend a relational understanding of temporal becoming, that I call B-coming, in which an event y B-comes with respect to x iff R xy. Temporal passage is then the difference in what has B-come at one point in a thing’s history with respect to what has B-come at an earlier point in that thing’s history. Appealing to this kind of relation is a strategy that is well-known but has been widely dismissed. This dismissal is premature; I show that the essential elements of temporal passage do not necessarily require a NOW. There can be passage without presentness. (shrink)

Cahill addresses the ethics of sexuality, marriage, parenthood and family from a feminist Christian standpoint. She wants to reaffirm the traditional unity of sex, love and parenthood, not as an absolute norm, but a guiding framework. The book also develops the significance of New Testament models of community and of moral formation, to argue that the human values associated with sex and family should be embodied in a context of concern for society's poor and marginalized. Roman Catholicism receives special but (...) not exclusive attention. (shrink)

This book is a guide to the process of artistic self-discovery.

Contemporary biomedical ethics and environmental ethics share a common ancestry in Aldo Leopold's and Van Rensselaer Potter's initial broad visions of a connected biosphere. Over the past five decades, the two fields have become strangers. Public health ethics, a new subfield of bioethics, emerged from the belly of contemporary biomedical ethics and has evolved over the past 25 years. It has moved from its traditional concern with the tension between individual autonomy and community health to a wider focus on social (...) justice and solidarity. Public health has a broad focus that includes individual, community, and environmental health. Public health ethics attends to these broad commitments reflected in the increasing concern with the connectedness of health of individuals to the health of populations, to the health of animals, to the health of the environment; it is well situated to reconnect all three “fields” of ethics to promote a healthier planet. (shrink)

We talk about irrationality when behaviour defies explanation or prediction, when decisions are driven by emotions or instinct rather than by reflection, when reasoning fails to conform to basic principles of logic and probability, and when beliefs lack coherence or empirical support. Depending on the context, agents exhibiting irrational behaviour may be described as foolish, ignorant, unwise or even insane. -/- In this clear and engaging introduction to current debates on irrationality, Lisa Bortolotti presents the many facets of the (...) concept and offers an original account of the importance of judgements of irrationality as value judgements. The book examines the standards against which we measure human behaviour, and reviews the often serious implications of judgements of irrationality for ethics and policy. Bortolotti argues that we should adopt a more critical stance towards accepted standards of rationality in the light of the often surprising outcomes of philosophical inquiry and cognitive science research into decision making. -/- Irrationality is an accessible guide to the concept and will be essential reading for students and scholars interested in the limitations of human cognition and human agency. (shrink)

Presenting state-of-the-art work on the conscious and unconscious processes involved in emotion, this integrative volume brings together leading psychologists, ...

I motivate and develop a novel account of the epistemic assessability of suspension as a development of my knowledge-first, virtue-epistemological research program. First, I extend an argument of Ernest Sosa's for the claim that evidentialism cannot adequately account for the epistemic assessability of suspension. This includes a kind of knowledge-first evidentialism of the sort advocated by Timothy Williamson. I agree with Sosa that the reasons why evidentialism fails motivate a virtue-epistemological approach, but argue that my knowledge-first account is preferable to (...) his view. According to my account, rational belief is belief that manifests proper practical respect for what it takes to know. Beliefs are the only primary bearers of epistemic evaluation since they are the only candidates for knowledge. However, suspension can manifest a derivative kind of practical respect for what it takes to know. Thus, we can explain why the same sort of assessment is applicable to both belief and suspension, and why belief has a privileged claim to these properties. Lastly, I'll look at Sosa's and Williamson's treatments of Pyrrhonian skepticism, which treats a certain kind of suspension as the epistemically superior practice, and argue that my account provides a better anti-skeptical response than either of their approaches. (shrink)

As has been widely observed, histories of feminism have often been conceived via notions of generation where feminism is positioned as a kind of familial property, a form of inheritance and legacy which is transmitted through generations. Thus feminism and its history have been imagined as following a familial mode of social reproduction. Despite the dominance of this model, it has nonetheless been subject to critique, not least because of its reliance on teleological and progressive notions of history. Judith Roof, (...) for example, has called for new conceptualizations of temporality in an attempt to decouple histories of feminism from a generational model. This need to move away from a generational model is also underscored by what commentators such as Angela McRobbie have identified as a dispersal of feminism – a broad-scale circulation of feminist values in popular culture – as well as by the emergence of a certain kind of reflexivity whereby past and current feminist practices are increasingly subject to critique. For McRobbie such developments are understood as part of the articulation of a post-feminism in which feminism can no longer be passed on as it is positioned as having already passed away. However, in this article via an exploration of recent accounts of the passing of feminism it is suggested that what allows for a declaration of this passing is an attachment to feminism as a particular way of knowing as well as to a particular arrangement of the social. Indeed, it will be suggested that recent histories of feminism and commentaries on the state of contemporary feminism are driven not only by generational logics but also by these attachments – attachments which lose and fix both feminism and women in time. (shrink)

Purpose of review: What is the relationship between rationality and mental health? By considering the psychological literature on depressive realism and unrealistic optimism it was hypothesized that, in the context of judgments about the self, accurate cognitions are psychologically maladaptive and inaccurate cognitions are psychologically adaptive. Recent studies recommend being cautious in drawing any general conclusion about style of thinking and mental health. Recent findings: Recent investigations suggest that people with depressive symptoms are more accurate than controls in tasks involving (...) time perception and estimates of personal circumstances, but not in other tasks. Unrealistic optimism remains a robust phenomenon across a variety of tasks and domains, and researchers are starting to explore its neural bases. However, the challenge is to determine to what extent and in what way unrealistic optimism is beneficial. Summary: We should revisit the hypothesis that optimistic cognitions are psychologically adaptive, whereas realistic thinking is not. Realistic beliefs and expectations can be conducive to wellbeing and good functioning, and wildly optimistic cognitions have considerable psychological costs. (shrink)

I develop a new account of perception on which it is metaphysically and explanatorily prior to illusion, hallucination, and perceptual experience. I argue that this view can rival the mainstream experience-first representationalist approach in explanatory power by using competences as a key theoretical tool: it can help to explain the nature of perception, how illusion and hallucination depend on it, and how cognitive science can help to explain in virtue of what we perceive. According to the Competence View, perception is (...) a kind of target-oriented activity that manifests the agent’s perceptual competence. This characterization of perception helps to explain the role of the subject in perception, as well as how perception has accuracy conditions. Illusion and hallucination are explained as degenerate exercises of perceptual competences. Lastly, I show the Competence View provides a flexible and robust framework for investigation in cognitive science. (shrink)

To what extent do self-deception and delusion overlap? In this paper we argue that both self-deception and delusions can be understood in folk-psychological terms. “Motivated” delusions, just like self-deception, can be described as beliefs driven by personal interests. If self-deception can be understood folk-psychologically because of its motivational component, so can motivated delusions. Non-motivated delusions also fit the folk-psychological notion of belief, since they can be described as hypotheses one endorses when attempting to make sense of unusual and powerful experiences. (...) We suggest that there is continuity between the epistemic irrationality manifested in self-deception and in delusion. (shrink)

Structural analogies connect Williamson’s epistemology and action theory: for example, action is the direction-of-fit mirror image of knowledge, and knowledge stands to belief as action stands to intention. These structural analogies, for Williamson, are meant to illuminate more generally how ‘mirrors’ reversing direction of fit should be understood as connecting the spectrum of our cognitive and practically oriented mental states. This paper has two central aims, one negative and the other positive. The negative aim is to highlight some intractable problems (...) with Williamson’s preferred analogical picture, which links the cognitive and the practical through the nexus of direction-of-fit mirroring. The positive aim of the paper is to propose a better alternative. In particular, we show that an achievement-theoretic proposal captures what is in common across the range of attitudes that exhibit the kind of structure that knowledge-belief, action-desire/intention do, while at the same time avoiding the problems shown to face Williamson’s proposed picture. Moreover, we draw attention to several key theoretical benefits of embracing our proposed achievement-theoretic picture, including some of the key benefits of the knowledge-first programme that Williamson’s own analogies were designed to secure. (shrink)

Presentism is held by most to be the intuitive theory of time, due in large part to the view's supposed preservation of time's passage. In this paper, I strike a blow against presentism's intuitive pull by showing how the presentist, contrary to overwhelming popular belief, is unable to establish temporal change upon which the passage of time is based. I begin by arguing that the presentist's two central ontological commitments, the Present Thesis and the Change Thesis, are incompatible. The main (...) problem is that satisfying the Change Thesis to establish passage requires the existence of more than one moment. This conflicts with the Present Thesis that only the present moment exists. The presentist's response is to appeal to surrogates to stand proxy for the past, so as to account for the difference between what does exist and what did exist. I argue that, for this surrogate strategy to be successful, the proposed surrogates must track what actually happened. I demonstrate that there is no guarantee that t.. (shrink)

In this article the increasing significance of Bourdieu’s social theory is mapped in recent sociological accounts of gender in late-modern societies. What is highlighted in particular is the influence of Bourdieu’s social theory, and especially his arguments regarding critical reflexivity and social transformation, on a specific thesis which is common to a number of contemporary feminist accounts of gender transformations in late modernity. Here it is suggested that in late modernity there is a lack of fit between habitus and field (...) in certain public spheres of action via an increasing transposition or movement of the feminine habitus from private to public spheres, which is linked to a heightened critical reflexivity vis-à-vis gender and to detraditionalization. In this article, however, a number of limits regarding this line of argument are highlighted, especially those flowing from the unproblematic coupling of reflexivity with detraditionalization. This exploration in turn leads to a critical discussion of Bourdieu’s ideas regarding social transformation. In particular it is asked why, when thinking about social transformation, does Bourdieu abandon his own principles regarding practice? (shrink)

I extend my direct virtue epistemology to explain how a knowledge-first framework can account for two kinds of positive epistemic standing, one tracked by externalists, who claim that the virtuous duplicate lacks justification, the other tracked by internalists, who claim that the virtuous duplicate has justification, and moreover that such justification is not enjoyed by the vicious duplicate. It also explains what these kinds of epistemic standing have to do with each other. I argue that all justified beliefs are good (...) candidates for knowledge, and are such because they are exercises of competences to know. However, there are two importantly different senses in which a belief may be a good candidate for knowledge, one corresponding to an externalist kind of justification and the other corresponding to an internalist one. I show how the account solves the new evil demon problem in a more satisfactory way than existing accounts. We end up with a view of knowledge, justification, and rationality that is plausible, motivated, and theoretically unified. (shrink)

ABSTRACTWhile over the last few decades AI research has largely focused on building tools and applications, recent technological developments have prompted a resurgence of interest in building a genuinely intelligent artificial agent – one that has a mind in the same sense that humans and animals do. In this paper, I offer a theoretical and methodological framework for this project of investigating “artificial minded intelligence” that can help to unify existing approaches and provide new avenues for research. I first outline (...) three desiderata that a framework for AMI research should satisfy. In Section 1, I further motivate the desiderata as well as the need for a new framework. Section 2 develops a general methodological approach, the “generative methodology,” and Section 3 develops a version of this methodology, the “Competence Framework for AI research”. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:The Patient Self-Determination ActElizabeth Leibold McCloskey (bio)What are the ethics of extending the length of life? We know that we cannot artificially end life (Thou Shalt not Kill), but how about artificially extending life? Is that always good, sometimes good?... In ethics, is keeping people alive the highest good? Should our priority be to keep people breathing?... What does basic religious ethics say about this?(John C. Danforth, letter (...) to the author, 19 August 1989)The Patient Self-Determination Act, signed into law as part of the Omnibus Budget Reconciliation Act of 1990 (OBRA '90) last November, marks the first time that Congress has passed legislation concerning the ethics of life-sustaining medical treatment. The bill was spearheaded by Senator John C. Danforth (RMO), who has a special interest in this area. An Episcopal priest, Danforth was formerly an assistant chaplain at New York's Memorial Sloan-Kettering Cancer Center and now sits as a senior member of the Senate Finance Committee, which oversees Medicare and Medicaid. Although Senator Danforth's legislative initiative was not a result of the Cruzan case, it was in his state of Missouri that the U.S. Supreme Court case involving removal of Nancy Cruzan's feeding tube arose (Cruzan v. Director of Missouri Department of Health, U.S. Supreme Court, 58 LW 4916, 26 June 1990). From his unique vantage point, he felt it was time to craft a legislative response to some of the difficult issues surrounding prolongation of life.The short answer to Senator Danforth's questions about when to artificially extend life is simple enough: people must be free to determine that for themselves. Common law and common sense dictate such a conclusion; living will and health care proxy statutes, enacted in almost every state, codify that right. The Catholic moral tradition teaches that one is not morally obligated to use extraordinary means to prolong life, a tradition shared both by the mainline Protestant and the reform and conservative Jewish community. Yet most people are unaware of their fundamental legal right to make such decisions, and as court cases from Quinlan (In re Quinlin, 137 N.J. Super. 227, 1975) to Cruzan demonstrate, few know [End Page 163] how to make arrangements for this right to be exercised if they become incapacitated.Meanwhile, health care practices are often driven by a denial of death. When Senator Danforth and Senator Daniel Patrick Moynihan (D-NY) introduced the bill on October 17, 1989, Senator Danforth said:More and more it is arguable that we play God by subjecting people to unwanted and sometimes unnecessary treatment, treatment that unnaturally prolongs the dying process. Our health care system has become obsessed with extending life, at times neglecting the caring component of medicine and trampling on the rights of patients.(Congressional Record 1989, 135:5.13566)The American Hospital Association estimates that 70 percent of deaths now occur after a determination to withhold or withdraw medical treatment. Many of those decisions are made without the benefit of an incapacitated patient's views, yet a Harvard study revealed that 95 percent of the population would like to prepare in advance for such decisions. Only 4 percent of hospitals have a systematic method of asking patients if they have an advance directive. Family members confront painful choices in the face of uncertainty about their loved one's wishes and it can be even more painful when a family knows the patient's desires but providers and the courts act otherwise because clear evidence is lacking.The Patient Self-Determination Act is rooted in the belief that people should be given information that enables them to specify the extent of medical treatment they wish to receive should they become incapacitated. The public should be educated about applicable state laws that protect the individual's right to make such choices through the use of an advance directive.The Act moves toward that goal by promoting knowledge of state laws. It requires every hospital, nursing home, home health agency, hospice, and health maintenance organization that participates in Medicaid or Medicare to routinely give all adult patients information about advance directives. Patients will also be given information on the... (shrink)

In this accessible yet throught-provoking work, Lisa Tessman takes us through gripping examples of the impossible demands of morality -- some epic, and others quotidian -- whose central predicament is: How do we make decisions when morality demands we do something that we cannot?

Epistemic practices are an important but underappreciated component of business ethics; good conduct requires making epistemically sound as well as morally principled judgments. Well-founded judgments are promoted by epistemic virtues, and for organizations, epistemic virtues are arguably achieved through organizational good epistemic practices. But how are such practices to be developed? This paper addresses this normative and practical challenge. The first half of the paper explains what organizational good epistemic practices are and outlines a means for their construction. The second (...) half of the paper demonstrates how specific good epistemic practices could be developed by considering a case of corporate epistemic failings: JPMorgan’s notorious 2012 ‘London Whale’ trading losses. Following this, the paper briefly surveys the institutional epistemic failings of the 2008 global financial crisis and the remedial actions that they suggest. Although the discussion is focused on the banking industry, the main ideas, and some of the epistemic practices, generalize to organizations in other industries. (shrink)

This paper investigates how deans and directors at the top 50 global MBA programs (as rated by the "Financial Times" in their 2006 Global MBA rankings) respond to questions about the inclusion and coverage of the topics of ethics, corporate social responsibility, and sustainability at their respective institutions. This work purposely investigates each of the three topics separately. Our findings reveal that: (1) a majority of the schools require that one or more of these topics be covered in their MBA (...) curriculum and one-third of the schools require coverage of all three topics as part of the MBA curriculum, (2) there is a trend toward the inclusion of sustainability-related courses, (3) there is a higher percentage of student interest in these topics (as measured by the presence of a Net Impact club) in the top 10 schools, and (4) several schools are teaching these topics using experiential learning and immersion techniques. We note a fivefold increase in the number of stand-alone ethics courses since a 1988 investigation on ethics, and we include other findings about institutional support of centers or special programs; as well as a discussion of integration, teaching techniques, and notable practices in relation to all three topics. (shrink)

Over the last decade, AI models of language and word meaning have been dominated by what we might call a statistics-of-occurrence, strategy: these models are deep neural net structures that have been trained on a large amount of unlabeled text with the aim of producing a model that exploits statistical information about word and phrase co-occurrence in order to generate behavior that is similar to what a human might produce, or representations that can be probed to exhibit behavior similar to (...) what a human might produce (meaningsemblant behavior). Examples of what we can call Statistics-of-Occurrence Models (SOMs) include: Word2Vec (CBOW and Skip-Gram), BERT, GPT-3, and, most recently, ChatGPT. Increasingly, there have been suggestions that such systems have semantic understanding, or at least a proto-version of it. This paper argues against such claims. I argue that a necessary condition for a system to possess semantic understanding is that it function in ways that are causally explainable by appeal to its semantic properties. I then argue that SOMs do not plausibly satisfy this Functioning Criterion. Rather, the best explanation of their meaning-semblant behavior is what I call the Statistical Hypothesis: SOMs do not themselves function to represent or produce meaningful text; they just reflect the semantic information that exists in the aggregate given strong correlations between word placement and meaningful use. I consider and rebut three main responses to the claim that SOMs fail to meet the Functioning Criterion. The result, I hope, is increased clarity about why and how one should make claims about AI systems having semantic understanding. (shrink)