Broadening access to both computational and educational resources is crit- ical to diffusing machine learning (ML) innovation. However, today, most ML resources and experts are siloed in a few countries and organizations. In this article, we describe our pedagogical approach to increasing access to applied ML through a massive open online course (MOOC) on Tiny Machine Learning (TinyML). We suggest that TinyML, applied ML on resource-constrained embedded devices, is an attractive means to widen access because TinyML leverages low-cost and globally (...) accessible hardware and encourages the development of complete, self-contained applications, from data collection to deployment. To this end, a collaboration between academia and industry produced a four part MOOC that provides application-oriented instruction on how to develop solutions using TinyML. The series is openly available on the edX MOOC platform, has no prerequisites beyond basic programming, and is designed for global learners from a variety of backgrounds. It introduces real-world applications, ML algorithms, data-set engineering, and the ethi- cal considerations of these technologies through hands-on programming and deployment of TinyML applications in both the cloud and on their own microcontrollers. To facili- tate continued learning, community building, and collaboration beyond the courses, we launched a standalone website, a forum, a chat, and an optional course-project com- petition. We also open-sourced the course materials, hoping they will inspire the next generation of ML practitioners and educators and further broaden access to cutting-edge ML technologies. (shrink)

One argument that Leibniz employed to rule out the possibility of a world soul appears to turn on the assumption that the very notion of an infinite number or of an infinite whole is inconsistent. This argument was considered in a series of three papers published in The Leibniz Review: in the first, by Laurence Carlin, the argument was delineated and analyzed; in the second, by myself, the argument was criticized and rejected; in the third, by Richard Arthur, an (...) attempt was made to defend Leibniz’s argument against my criticisms. In the present paper, I take up the matter again in an attempt to clarify the issues involved and to defend my original criticisms of the argument against the objections raised by Arthur. (shrink)

Neoliberal ideology and exclusionary policies based on racialized identities characterize the current contexts in North America and Western Europe. Nursing knowledge cannot be abstracted from social, political and historical contexts; the task of examining the influence of race and racial ideologies on disciplinary knowledge and inquiry therefore remains an important task. Contemporary analyses of the role and responsibility of the discipline in addressing race‐based health and social inequities as a focus of nursing inquiry remain underdeveloped. In this article, we examine (...) nursing's engagement with ideas about race and racism and explore the ways in which nursing knowledge and inquiry have been influenced by race‐based ideological discourses. Drawing on Henry and Tator's framework ofdemocratic racism, we consider how strategic discursive responses—the discourses of individualism, multiculturalism, colour‐blindness, political correctness and denial—have been deployed within nursing knowledge and inquiry to reinforce the belief in an essentially fair and just society while avoiding the need to acknowledge the persistence of racist discourses and ideologies. Greater theoretical, conceptual and methodological clarity regarding race, racialization and related concepts in nursing inquiry is needed to address health and social inequities. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Philosophy and Rhetoric 33.1 (2000) v [Access article in PDF] Editorial Announcement The editors wish to announce the departure of Pierre Kerszberg, who has joined the Departement de Philosophie, Universite de Toulouse-Le Mirail. We wish him the very best and are grateful for his editorial services. We are pleased to announce the appointment of Professor Richard A. Lee Jr., a specialist in the history of philosophy, as co-editor of (...) Philosophy and Rhetoric.Stephen H. Browne... (shrink)

In this commentary on Karla Stroud and Kieran O’Doherty’s ‘Ethically Sustainable Governance in the Biobanking of Eggs and Embryos for Research’ (2015) I call into question the need for good governance to overcome the challenges facing biobanking of eggs and embryos. I argue that the principles of good governance for biobanking that Stroud and O’Doherty outline come up short in providing concrete normative guidance to resolve the challenges associated with a biobank for eggs and embryos.

The Ebola epidemic that broke out inWest Africa West AfricaAfrica towards the end of 2013 had been brought under reasonable control by 2015. The epidemic had severely affected three countries. This case study is about a phase I/II clinical trial Phase I/II clinical trial of a candidate Ebola virus vaccine in 2015 in a sub-Saharan AfricanSub-Saharan Africa country which had not registered any cases of the Ebola virus disease. The study was designed as a randomized double-blinded trialRandomized double blinded trial. (...) It was sponsored and funded by one of the biggest Northern multinational pharmaceutical companiesPharmaceutical companies. The protocol received ethics clearance from the relevantNational Ethics Committee national ethics committeeEthics committee. The study was coordinated and managed at the local branch of a big Northern diagnostic laboratoryDiagnostic laboratory and a laboratory of a local regional hospital. The overall study was a multi-countryMulti-country, multi-siteMulti-site trial aimed at recruiting a total of 3,000 research participantsResearch participants across four or five sub-Saharan African countries. For this country, the recruitmentRecruitment sites were two big cities, each aiming to recruit 200 participants: adults at the first site and childrenChildren at the second. The target sampleSample size was almost achieved at the first site but, before the study commenced at the second site, some members of raised the alarm that the governmentGovernment was carelessly risking the health, safetySafety and lives of citizens in the cause of an unproven vaccine that could precipitate a public health disaster. The trial was immediately suspended. A commentary on this case, and on the importance of trustTrust, is provided by Katharine Browne and Doris Schroeder at the end of this chapter. It highlights differences between this case and a phase I Ebola vaccine trial in CanadaCanada in 2014. (shrink)

Block's (1995) cognitive conception of consciousness might be introduced in the service of two different projects. In one, the explanatory gap between science and folklore remains. In the other, a reductive claim is advanced, but the intuitive idea of consciousness is abandoned.

Premenstrual dysphoric disorder was recently moved to a full category in the DSM-5 . It also appears set for inclusion as a separate disorder in the ICD-11 . This paper argues that PMDD should not be listed in the DSM or the ICD at all, adding to the call to recognise PMDD as a socially constructed disorder. I first present the argument that PMDD pathologises understandable anger/distress and that to do so is potentially dangerous. I then present evidence that PMDD (...) is a culture-bound phenomenon, not a universal one. I also argue that even if medication produces a desired effect, there are biological correlates with premenstrual anger/distress, such anger/distress seems to occur monthly, and women are more likely than men to be diagnosed with affective disorders, none of these factors substantiates that premenstrual anger/distress is caused by a mental disorder. I argue that to assume they do is to ignore the now accepted role that one’s environment and psychology play in illness development, as well as arguments concerning the social construction of mental illness. In doing so, I do not claim that there are no women who experience premenstrual distress or that their distress is not a lived experience. My point is that such distress can be recognised and considered significant without being pathologised and that it is unethical to describe premenstrual anger/distress as a mental disorder. Further, if the credibility of women’s suffering is subject to doubt without a clinical diagnosis, then the way to address this problem is to change societal attitudes towards women’s suffering, not to label women as mentally ill. The paper concludes with some broader implications for women and society of the change in status of PMDD in the DSM-5 as well as a sketch of critical policy suggestions to address these implications. (shrink)

This analysis examines initiatorsof specific issues within one large and encompassingpolicy domain in Congress, agriculture. The data arefrom an extensive survey of congressional members andstaff from stratified random samples of 113 individualoffices. One purpose is to determine differences betweenmembers with an agenda of new issues and those whobehave as maintainers of existing policy. The analysisalso finds that the circumstances of a postreformCongress enhance the importance of district effects onissue selection. These effects create substantiallymore congressional players within the domain thanwould be (...) expected in much of the literature. Moreover,the behavior of these issue initiators seems largelydetermined by identifiable characteristics of theirhome-district populations. Those and other findings,especially the high rate of initiator success, callinto serious question many existing assumptions aboutexclusivity and specialization in committeedeliberations. It suggests instead that home-stylebehavior comes to Washington politics in ways thatexpand significantly the range of policy players. (shrink)

This pioneering anthology of Middle English prologues and other excerpts from texts written between 1280 and 1520 is one of the largest collections of vernacular literary theory from the Middle Ages yet published and the first to focus attention on English literary theory before the sixteenth century. It edits, introduces, and glosses some sixty excerpts, all of which reflect on the problems and opportunities associated with writing in the "mother tongue" during a period of revolutionary change for the English language. (...) The excerpts fall into three groups, illustrating the strategies used by medieval writers to establish their cultural authority, the ways they constructed audiences and readerships, and the models they offered for the process of reading. Taken together, the excerpts show how vernacular texts reflected and contributed to the formation of class, gender, professional, and national identity. They open windows onto late medieval debates on women's and popular literacy, on the use of the vernacular for religious instruction or Bible translation, on the complex metaphorical associations contained within the idea of the vernacular, and on the cultural and political role of the "courtly" writing associated with Chaucer and his successors. Besides the excerpts, the book contains five essays that propose new definitions of medieval literary theory, discuss the politics of Middle English writing, the relation of medieval book production to notions of authorship, and the status of the prologue as a genre, and compare the role of the medieval vernacular to that of postcolonial literatures. The book includes a substantial glossary that constitutes the first mapping of the language and terms of Middle English literary theory. _The Idea of the Vernacular_ will be an invaluable asset not only to Middle English survey courses but to courses in English literary and cultural history and courses on the history of literary theory. (shrink)

According to Maria Markus, the development of a particularly open and interested moral-psychological disposition towards the other is critical to the endeavour of subjects to realize the decent society. Drawing on the work of George Herbert Mead, it will be argued that such a sense of decency involves not just a normative commitment to reciprocity but a reflexive appreciation of the significance of the other to the formation of the self. Meads sketches of intersubjective freedoms are shown to provide a (...) critical perspective on unjust social relations from the standpoint of the utopian horizon of a decent society. Meads conception converges, as well as contrasts, with Markuss perspective on civil society and the regulative ideal of the decent society. Significantly, Markuss account of the problem of the potential divergence between the decency of institutions and the decency of human relationships highlights the difficulties of interconnecting democratic justice and intersubjective freedoms. (shrink)

Mental health acts allow for interference with the liberty of the individual. As such, they serve as test cases for theories of liberty, and thus the question of what Mill would think about them arises. My aim is to answer this question. I argue that Mill would embrace mental health acts to protect mentally disturbed individuals from themselves and others from them, and that they should have broad admission criteria, allow capable patients to refuse treatment, and have treatment decisions made (...) by patients or their families on the basis of substituted judgements rather than representatives of the state acting on best interest judgements. This interpretation will show that many writers who claim Mill's support cannot properly do so. It is also a combination of views that cannot be readily found in mental health acts themselves, but which, as Mill's reasons for it show, is a serious candidate for legislative adoption. (shrink)

Non-medical sex selection is premised on the notion that the sexes are not interchangeable. Studies of individuals who undergo sex selection for non-medical reasons, or who have a preference for a son or daughter, show that they assume their child will conform to the stereotypical roles and norms associated with their sex. However, the evidence currently available has not succeeded in showing that the gender traits and inclinations sought are caused by a “male brain” or a “female brain”. Therefore, as (...) far as we know, there is no biological reason why parents cannot have the kind of parenting experience they seek with a child of any sex. Yet gender essentialism, a set of unfounded assumptions about the sexes which pervade society and underpin sexism, prevents parents from realising this freedom. In other words, unfounded assumptions about gender constrain not only a child’s autonomy, but also the parent’s. To date, reproductive autonomy in relation to sex selection has predominantly been regarded merely as the freedom to choose the sex of one’s child. This paper points to at least two interpretations of reproductive autonomy and argues that sex selection, by being premised on gender essentialism and/or the social pressure on parents to ensure their children conform to gender norms, undermines reproductive autonomy on both accounts. (shrink)

My paper argues that Luc Boltanski’s pragmatic sociology makes an important contribution to two central concerns of critical theory: the empirical analysis of the contradictions and conflicts of capitalist societies and the reflexive clarification of the epistemological and normative grounds of critique. I show how Boltanski’s assessment of the limitations of Bourdieu’s critical sociology significantly influenced his pragmatic sociology of critique and explication of the political philosophies present in actors’ practices of dispute and justification. Although pragmatism has revealed how social (...) life involves considerable uncertainty, Boltanski contends that critique needs to take into account how institutions generate semantic security, as well as symbolic violence. Boltanski’s endeavour to reformulate critique is compared with influential alternative conceptions, notably those of Habermas, Castoriadis, and Honneth. Despite its potential deficiencies and weaknesses, Boltanski’s reformulation of critique is found to be of considerable theoretical significance. In particular, Boltanski’s analysis of the role critique has played in the reorganization of capitalism can be extended, and his work is suggestive of how some of the intentions of critical theory can be pursued in new ways. (shrink)

This introduction to a special issue of Thesis Eleven devoted to the work of Luc Boltanski overviews the various contributions to the issue, including the interview it contains with Luc Boltanski that was conducted by Craig Browne. Boltanski is described as challenging formulaic approaches in sociology and as developing instead novel theoretical insights and an innovative pragmatist methodology. It is suggested that these innovations are complemented by Boltanski’s substantial investigations into empirical developments. Links are drawn between the themes of (...) Boltanski’s work, especially on the new spirit of capitalism, and Peter Murphy’s book The Collective Imagination, which is the subject of a review essay article by Craig Browne. Peter Murphy is one of the other contributors to the issue, along with Paul Blokker and Simon Susen. The papers engage with various features of Boltanski’s work, especially the topics of critique, democracy, capitalism, and ideology. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Bookmarks Raman Selden's A Reader's Guide to Contemporary Literary Theory is now published in the United States by the University Press of Kentucky ($17.00 cloth, $7.00 paper). It is a discerning introduction for students (and anyone else) to the current state of "theory"—a word which in this context seems for the present to have lost its neutral sense. Given the tendentious climate of literary studies, Selden's book is all (...) the more remarkable for its sober, equable attitude. Whether he is describing Russian formalism, Lacan, the Frankfurt School, reader-response theory, or Gerald Prince's "narratee," he is always a fair guide, generous without descending to the breathlessness "theory" so often incites. While I miss a detailed or persuasive account ofArnoldian, New Critical, or Leavisite criticism to serve as a foil for his discussion of poststructuralism, Seiden does nevertheless usually give some idea of what or who the enemy is for each of his theorists. Selden's quotations are well chosen, and he is adroit in elucidating the internal problems of theories, as, for example, when he says that Cixous's approach runs the risk of "driving women into an obscure unconscious retreat where silence reigns interrupted only by uterine 'babble.' " This is a danger, according to Seiden, well understood by Kristeva, who views women writers as "caught." He makes the point by citing Kristeva. "On the one hand," he says, "as writers they inevitably collude with [what Kristeva describes as] 'phallic dominance, associated with the privileged father-daughter relationship, which gives rise to the tendency towards mastery, science, philosophy, professorships, etc....' " On the other hand, Kristeva continues, "we flee everything considered 'phallic' to find refuge in the valorisation of the silent underwater body, thus abdicating any entry into history." Raman Seiden does not attempt to dazzle, but there is substance for thought on almost every one of the 146 pages in his book. Far weightier are two literary theory anthologies which have come our way. Hazard Adams and Leroy Searle have edited Critical Theory Since 1965 (Florida State University Press, $29.95 paper). It resembles a telephone book and widi two-column pages it packs a lot in. The book begins with Stanley Cavell's 325 326Philosophy and Literature splendid essay "Aesthetic Problems of Modern Philosophy," and continues with Chomsky, John Searle, Kermode, Derrida and his American followers, Ingarden, Foucault,Jauss, Frye (a figure Seiden has chosen to ignore), Girard, Cixous and various feminists, Culler, Abrams—and on it goes. It was a pleasant surprise to find Clifford Geertz's "Blurred Genres" here; curiously missing is any contribution from Richard Rorty. And though the tide says the material starts in '65, Adams and Searle actually take us back farther. The main text ends with Said on page 622, but we are dien given a 233-page appendix—an anthology in itself—which begins with Frege and Peirce and goes through selections from various linguists and philosophers from Saussure, Bakhtin, and Whorf, to Heidegger on Hölderlin, Wittgenstein, Gadamer, and Lacan. Adams and Searle have contributed good introductions for each author, as well as a wide-ranging general introduction (Adams) and an afterword (Searle). In the last paragraph of his opening remarks, Adams says, "The theme of poststructuralism in its deconstructive phase is that poems resist interpretation. Demonstration of how this is so has been important (though not as new as some have thought), but repeated demonstration of this has already eventuated in its own form of reduction and thematization. Every text submitted to deconstruction considered as a critical method will yield the same theme, which may be true enough but remains only that story: the allegory of uninterpretability. It quickly becomes a repetition of the older formalist discovery that every text is about itself. It is no wonder that there has been a stirring—not so much a resistance to deconstruction (there has been that too, of course)—that expresses a desire to go beyond it. There has even been the idea of returning to Kant and trying again." Critical Theory Since 1965 is a big, useful book. On the somewhat more trim and basic side is Twentieth-Century Literary Theory: An Introductory Anthology... (shrink)

ONE Introduction The history of psychology in the twentieth century is a story of the divorce and remarriage of psychology and philosophy. ...

Over three decades, Gillian Howie wrote at the forefront of philosophy and critical theory, before her untimely death in 2013. This interdisciplinary collection uses her writings to explore the productive, yet often resistant, interrelationship between feminism and critical theory, examining the potential of Howie's particular form of materialism. The contributors also bring to this debate a serious engagement with Howie's late turn towards philosophies of mortality, therapy and 'living with dying'. The volume considers how differently embodied subjects are positioned within (...) public institutions, discourses and spaces, and the role of philosophy, art, film, photography, and literature, in facing situations such as sexual oppression and life-limiting illness. (shrink)

Representational redescription (Karmiloff-Smith 1994a; 1994) translates implicit, procedural knowledge into explicit, declarative knowledge. Explicit knowledge is an enabling condition of cognitive flexibility. The articulation and inferential integration of knowledge are important in explaining flexibility. There is an interesting connection to the availability of knowledge for verbal report, but no clear explanatory work is done by the idea of knowledge that is available to consciousness.

The creation of the latest version of psychiatry's 'bible' has been surrounded by a great deal of controversy. The latest revision, the DSM-5, contains several controversial diagnoses that have been the subject of much debate. One of the central criticisms of DSM-5 is that it pathologizes some behaviors that were previously considered simply problematic, or variations of normal behavior—for example, fidgetiness, noisiness, abundance of energy, shyness, anxiety, and bereavement. Diagnoses such as Binge Eating Disorder, Disruptive Mood Dysregulation Disorder...

The recent history of the Canadian healthcare system has been increasingly one of shortages. There are delays for services that impose risk and hardship, disparities between the accessibility of healthcare for rural versus urban populations, and a lack of adequate coverage for or access to prescription drugs, diagnostic services, and homecare. Add to these problems shortages of healthcare providers—in particular, physicians and nurses—and state-of-the-art equipment, and we can understand the universal agreement that the Canadian healthcare system must change. The only (...) question is how. Some argue for modifications within the basic framework of a one-tier single-payer system; others for more radical reform that will allow for infusions of money by expedients such as user fees, extra billing, or a full-blooded second tier where one can buy any healthcare one wants. a. (shrink)

Residents in long-term care facilities and rehab hospitals sometimes ask healthcare professionals to help them do things that HCPs judge to be on balance harmful. A person with respiratory problems may ask for a cigarette, a diabetic for alcohol, a dysphagiac for food or fluids by mouth, a person at risk for falling for her walker, and so on. These requests raise two kinds of problems. The first pits residents against HCPs. Should HCPs ever help residents do what they consider (...) harmful? The second pits HCPs against HCPs. If HCPs disagree among themselves—some thinking that the resident should receive the assistance, others thinking not—what should be done? (shrink)

It is a rare patient who always does everything healthcare providers advise. Sometimes no harm comes from this; sometimes good does. But occasionally, great harm comes from not listening, as when it results in patients returning time and again for costly and invasive treatments of, say, infections, valve replacements, pressure ulcers, and so forth. No class of patients arouses more anger and resentment in healthcare providers, who often put out a call to invoke some version of the three strikes rule (...) and refuse care. And if the patients are also unemployed substance abusers who live in a local park, impolite or dangerous to staff, disruptive to other patients, and have intimidating visitors, the call to say “No” is louder. Can care ever be refused? If so, when? These are the questions we take up in this article. The answers we provide were developed as part of a Paraplegics and Quadriplegics with Pressure Ulcers Project carried out at Vancouver Hospital and Health Sciences Centre. Following an established usage, we refer to patients who exhibit a cluster of the above characteristics, the dominant one of which is a reluctance to heed medical advice, as “noncompliant patients.” This term is offensive to some, but the politically correct lexicon does not provide any alternative which is as short and clear or substantially different. We use the term as a convenient way of referring to a familiar class of patients and without any imputation of blame. (shrink)

The COVID-19 pandemic has negatively impacted the psychosocial functioning of children and families. It is important to consider adversity in relation to processes of positive adaptation. To date, there are no empirically validated multi-item scales measuring COVID-related positive adaptation within families. The aim of the current study was to develop and validate a new measure: the Family Positive Adaptation during COVID-19 Scale. The sample included 372 female and 158 male caregivers of children ages 5–18 years old from the United Kingdom, (...) the United States, Canada, and Australia, who completed measures in May 2020. Participants responded to a 14-item survey indexing a range of perceived coping and adaptation behaviors at the beginning of the pandemic. An exploratory factor analysis yielded an optimal one-factor solution comprised of seven items related to family cohesion, flexibility, routines, and meaning-making. Multigroup confirmatory factor analysis demonstrated measurement invariance across female and male caregivers, demonstrating that the factor structure, loadings, and thresholds did not vary by caregiver sex. There was evidence for concurrent validity with significant bivariate correlations between the Family PACS scores and measures of caregiver positive coping, parenting practices, couple satisfaction, and family functioning, but not negatively-valenced constructs. Findings inform our conceptualization of how families have adapted to adverse pandemic-related conditions. Further, we provide preliminary support for the Family PACS as a practical tool for evaluating positive family adaptation during this global crisis, with implications for future widespread crises. (shrink)