Over the years, companies have adopted hiring algorithms because they promise wider job candidate pools, lower recruitment costs and less human bias. Despite these promises, they also bring perils. Using them can inflict unintentional harms on individual human rights. These include the five human rights to work, equality and nondiscrimination, privacy, free expression and free association. Despite the human rights harms of hiring algorithms, the AI ethics literature has predominantly focused on abstract ethical principles. This is problematic for two reasons. (...) First, AI principles have been criticized for being vague and not actionable. Second, the use of vague ethical principles to discuss algorithmic risks does not provide any accountability. This lack of accountability creates an algorithmic accountability gap. Closing this gap is crucial because, without accountability, the use of hiring algorithms can lead to discrimination and unequal access to employment opportunities. This paper makes two contributions to the AI ethics literature. First, it frames the ethical risks of hiring algorithms using international human rights law as a universal standard for determining algorithmic accountability. Second, it evaluates four types of algorithmic impact assessments in terms of how effectively they address the five human rights of job applicants implicated in hiring algorithms. It determines which of the assessments can help companies audit their hiring algorithms and close the algorithmic accountability gap. (shrink)

As COVID-19 spread, clinicians warned of mental illness epidemics within the coronavirus pandemic. Funding for digital mental health is surging and researchers are calling for widespread adoption to address the mental health sequalae of COVID-19. -/- We consider whether these technologies improve mental health outcomes and whether they exacerbate existing health inequalities laid bare by the pandemic. We argue the evidence for efficacy is weak and the likelihood of increasing inequalities is high. -/- First, we review recent trends in digital (...) mental health. Next, we turn to the clinical literature to show that many technologies proposed as a response to COVID-19 are unlikely to improve outcomes. Then, we argue that even evidence-based technologies run the risk of increasing health disparities. We conclude by suggesting that policymakers should not allocate limited resources to the development of many digital mental health tools and should focus instead on evidence-based solutions to address mental health inequalities. (shrink)

Community resilience, a system’s ability to maintain its essential functions despite disturbance, is a cornerstone of public health preparedness. However, as currently practiced, community resilience generally focuses on defined neighborhood characteristics to describe factors such as vulnerability or social capital. This ignores the way that residents of some neighborhoods (as ‘essential workers’’) were required during the COVID-19 pandemic to sacrifice their wellbeing for the sake of others staying at home in more affluent neighborhoods. Using the global care chain theory, we (...) analyze the way that the resilience of affluent neighborhoods depends on siphoning off the labor of other, less affluent neighborhoods, creating what we call the parasitic nature of resilience. We argue that understanding this neighborhood interdependence—and accounting for its parasitic nature— should be prioritized by public health authorities to prevent unintentional harm in future pandemics. Otherwise, any public health emergency response that relies on this labor (as did the COVID-19 pandemic response) depends on exploitative practices that produce the very disparities the response is trying to address. We explore the theoretical grounding and practical effects of this idea to provide the preparedness enterprise with an initial set of theoretical tools to move from a model of community resilience to one of community renewal. The community renewal model is based on an underlying ethics of care, in which systems are redesigned to become more prosocial during a public health response. We believe this model can more successfully address the tragic inequities in labor and health outcomes that we see during public health emergencies. (shrink)

I defend the right to an abortion at any stage of pregnancy by drawing on a Kantian account of consent and innate right. I examine how pregnant women are positioned in moral and legal debates about abortion, and develop a Kanitan account of bodily autonomy in order to pregnant women’s epistemic authority over the experience of pregnancy. Second, I show how Kant's distinction between innate and private right offers an excellent legal framework for embodied rights, including abortion and sexual consent, (...) and I draw on the legal definition of sexual consent in order to show how abortion discourse undermines women's innate right. I then explore Kant’s treatment of the infanticidal mother, and draw out the parallels between this case and contemporary abortion rights in order to develop a distinctly Kantian framework of reproductive rights in non-ideal conditions. Finally, I explore the implications of this non-ideal approach for contemporary abortion discourse, arguing that debates about the legality of abortion should more broadly engage the barbaric conditions of reproductive injustice. (shrink)

The #MeToo movement generated a feminist insistence that we “believe women.” But the men accused of assault, harassment, and other violations frequently defended themselves with the insistence that they had always “respected women” – sometimes, going so far as to get numerous women to sign letters swearing that these men had always respected them. This common MeToo defense reveals the core inconsistency – and the core entitlement – at the heart of misogyny and sexual injustice: some women deserve respect. But (...) the duty to respect those women relies on an invisible entitlement to disrespect – indeed, to assault, harass, dominate, or exploit – others. This chapter explores consent’s role within the superstructure of misogyny and sexual injustice, arguing what consent is a key apparatus of white supremacy. It argues that consent has been constructed through dynamics of colonial and racist sexual entitlement, mapping some (white) women as deserving of respect and the right to consent, while marking other women as expendable or disposable within the sexual economy. This means not only that consent is historically constructed as white, but also that whiteness, and in particular, white womanhood, is constructed through consent. Thus, white women’s right to consent – or to refuse – is premised upon the inability of other women to do so. In this way, the right to sexual consent does not disrupt the norm of male sexual entitlement. Consent has always been premised on non-consent, from coloniality and slavery to contemporary porn, which offers a vision of the world without proper consent, so that granting consent to actual women is an exceptional practice, an “act of respect.” By including race and class alongside gender in my analysis of consent, I argue that contemporary feminist visions of sexual justice must do more than defend or ameliorate consent, but develop intersectional interrogations of sexual justice that reckon with the complicities of consent. (shrink)

In this essay, I draw on Kant’s legal philosophy in order to defend the right to voluntary motherhood by way of abortion at any stage of pregnancy as an essential feature of women’s basic rights. By developing the distinction between innate and acquired right in Kant’s legal philosophy, I argue that the viability standard in US law (as established in Planned Parenthood v. Casey) misunderstands the nature of embodied right. Our body is the site of innate right; it is the (...) means through which we can set and pursue ends in the world. The law, therefore, cannot adjudicate the relationship between the will and the body: it cannot require us to allow our bodies to be used against our will. By comparing unwanted pregnancy to sexual assault, I problematize the notion that consent to pregnancy, like consent to sex, can ever be conclusive. I examine Kant’s own account of unwanted pregnancy, in which he describes mother and child finding themselves “in a state of nature” in order to rethink the status of the fetus in law, and I argue that we should understand the fetus’s right to life as provisional, rather than as enforceable by law. (shrink)

This paper explores Kant's account of marriage and its relevance to contemporary debates over same-sex marriage. Kant's defense of marriage is read against debates unfolding in Prussia in the 1790s, when the question of whether marriage was a "universal estate" was a central point of debate surrounding the Prussian Legal Code of 1794. By reading Kant's arguments in light of this historical context, and in comparison with those offered by his contemporaries, Fichte and von Hippel, this article shows both that (...) the debates about marriage in the 1790s mirror contemporary tensions, and that Kant took a "middle path" that innovatively defended marriage as a basic feature of the state. (shrink)

Due to the COVID-19 pandemic, preschool teachers must quickly adjust to online education. During COVID-19, teachers have been forced to embrace technology. This study investigates the lived experiences and challenges of preschool teachers. Employing the Interpretative Phenomenological Analysis, the findings of this study were: It was found that managing parent expectations and dealing with challenging parent behavior were among the sources of stress for preschool teachers. This fear of being judged or criticized by parents could influence their teaching practices and (...) interactions with students, leading to feelings of anxiety or insecurity. Further, preschool teachers faced challenges in implementing blended learning, including technological issues, a lack of support and resources, and difficulties creating engaging online content. However, as teachers gained more experience and knowledge about effectively using online tools and technologies for instruction, these challenges became more manageable. Also limited or unreliable internet connectivity was also a significant challenge faced by teachers and students in the transition to online learning. The digital divide and various technical, bandwidth, and security concerns exacerbated it. Internet connection was a major frustration for her during online classes as it affected her ability to communicate and teach her students effectively. Moreover, preschool teachers have had to adapt to the challenges of blended learning by implementing various strategies and making preparations to guide and support their students effectively. These strategies have included using games and other engaging activities to keep students motivated and engaged, developing online lesson plans, and using online teaching platforms and tools. However, the transition to blended learning has also been a source of stress for preschool teachers. They have had to manage additional workloads and responsibilities and deal with challenges such as supporting students with varying technology access and skills. (shrink)

This text provides a brief portrait of teacher induction programs in place in the school boards in Quebec and an analysis of three major support systems used. The analysis is based on both the descriptive documents integration programs posted on the website of the Carrefour national de l’insertion professionnelle en enseignement (CNIPE) as well as a review of research. Ce texte présente un bref portrait des programmes d’insertion professionnelle mis en place dans les commissions scolaires québécoises ainsi qu’une analyse de (...) trois des principaux dispositifs de soutien utilisés. L’analyse se base à la fois sur les documents descriptifs des programmes d’insertion mis en ligne sur le site web du Carrefour national de l’insertion professionnelle en enseignement (CNIPE) ainsi que sur une recension des recherches. (shrink)

This text provides a brief portrait of teacher induction programs in place in the school boards in Quebec and an analysis of three major support systems used. The analysis is based on both the descriptive documents integration programs posted on the website of the Carrefour national de l’insertion professionnelle en enseignement (CNIPE) as well as a review of research. Ce texte présente un bref portrait des programmes d’insertion professionnelle mis en place dans les commissions scolaires québécoises ainsi qu’une analyse de (...) trois des principaux dispositifs de soutien utilisés. L’analyse se base à la fois sur les documents descriptifs des programmes d’insertion mis en ligne sur le site web du Carrefour national de l’insertion professionnelle en enseignement (CNIPE) ainsi que sur une recension des recherches. (shrink)

Graduates' employability indicates the excellent education and relevant preparation they obtained from their respective degrees. Tracer studies have enabled higher education institutions to profile their graduates while also reflecting on the quality of education they provide. With the foregoing, a tracer study determined the demographic and academic profile of teacher education graduates from 2017 to 2020 in a state university in the West Philippines. It also ascertained the advanced studies they attended after college, their employment data, the relevance of college (...) preparation with their current employment, difficulties they encountered while securing employment and in their present job, and recommendations to strengthen the teacher education program. The study utilized a descriptive survey research design with 80 non-random samples chosen based on availability. The survey was based on the Philippine Commission on Higher Education with modifications elucidated from previous studies. Results showed that graduates took the teacher education program with a strong passion for the teaching profession. More graduates received honors and awards, passed the licensure examinations for teachers, attended advanced studies for professional development, and are employable. Besides, the graduates’ college preparation is relevant to their current employment. Further, difficulties and problems encountered and recommendations to strengthen the teacher education program were noted. These findings may serve as a baseline for curriculum review and give suggestions for future tracer studies. (shrink)

This is my AMC response to my critics Ann Cahill, Alice MacLachlan, and Jordan Pascoe in Estudos Kantianos 11(1) 2023.

To highlight the promise of Jordan Pascoe’s Kant’s Theory of Labour, my comments concern the diagnostic and prescriptive dimensions of the book’s excellent intersectional critique of dependent labour relations. The diagnostic dimension of Pascoe’s critique establishes that the organisation of dependent labour relations is a neglected problem of Kantian justice. The prescriptive dimension offers solutions to this problem but is underdeveloped. To enhance the book’s prescriptive dimension, I draw on the noted Africana philosopher W. E. B. Du Bois (...) for guidance. For Du Bois, a constitutional republic ought to strive for the abolition of a ‘second’ slavery following the abolition of de jure black chattel slavery with the end of the American Civil War. Given Du Bois’ call for meaningful Emancipation, I argue that philosophers should reinterpret the Kantian normative ideal of freedom as universal independence to uproot the postbellum conditions of second slavery. (shrink)

Many works of fiction include portraits in their storyworlds. Some of these portraits are themselves fictional, such as the portrait of Dorian Gray in Oscar Wilde's novel. Others are real, such as the Darnley portrait of Elizabeth I in A. S. Byatt's The Virgin in the Garden. When authors invent portraits, they expect us to visualise them. When they refer to real portraits, they exploit our familiarity with how they actually look. Like representations of other real entities in fiction, references (...) to real portraits function to ground the story in the real world. But portraits are more than material entities; they are also representational in their own right. In contrasting the ways real portraits are used in Josephine Tey's The Daughter of Time and Orhan Pamuk's My Name is Red, I argue that authors can be criticised when they mischaracterise the representational features of real portraits. (shrink)

The Louvre Museum is the largest of the world's art museums by its exhibition surface. These represent the Western art of the Middle Ages in 1848, those of the ancient civilizations that preceded and influenced it (Oriental, Egyptian, Greek, Etruscan and Roman), and the arts of early Christians and Islam. At the origin of the Louvre existed a castle, built by King Philip Augustus in 1190, and occupying the southwest quarter of the current Cour Carrée. In 1594, Henri IV decided (...) to unite the palace of the Louvre with the palace of the Tuileries built by Catherine de Medicis. The Cour Carrée was built by the architects Lemercier and then Le Vau, under the reign of Louis XIII and Louis XIV. The Department of Paintings currently has about 7,500 paintings (of which 3,400 are exposed), covering a period that goes from the Middle Ages to 1848 (date of the beginning of the Second Republic). By including the deposits, the collection is, with 12,660 works, the largest collection of ancient paintings in the world. With rare exceptions, the works after 1848 were transferred to the Musée d'Orsay when it was created in 1986. CONTENTS: Louvre Museum - Variety of exhibited works - The Royal Palace - The collections - - Eastern antiquities - - Arts of Islam - - Egyptian Antiquities - - Greek, Etruscan and Roman Antiquities - - Paintings - - - French school - - - Northern Schools (Flanders, Netherlands, Germany) - - - Italian School - - - Other schools Painting - Definitions - Painting genres - - The landscape - - Still life Paintings - FRANCOIS BOUCHER - - Vulcan presenting arms to Venus for Aeneas - RAPHAEL - - Portrait of Baldassare Castiglione - RUBENS - - Helena Fourment with children - LOUIS DAVID - - Madame Récamier - REMBRANDT - - Portrait of Heindrickje Stoffels - VELAZQUEZ - - Portrait of the Infanta Margarita - SIMONE MEMMI - - Jesus Christ walking on Calvary - JAN STEEN - - The Bad Company - HANS HOLBEIN - - Erasmus - CORREGGIO - - Mystic Marriage of Saint Catherine - LANCRET - - Conversation - JAN VAN DER MEER (VERMEER) - - The Lacemaker - VAN DYCK - - Charles I at the Hunt - FRANÇOIS CLOUET - - Elisabeth of Austria (1554-1592), Wife of Charles IX and Queen of France (1570 - 1574) - DELACROIX - - The Barque of Dante - EL GRECO - - Saint Louis, King of France, and a page - REMBRANDT - - Pilgrims at Emmaus (The Supper at Emmaus) - GERARD DAVID - - Marriage at Cana - RAPHAEL - - Portrait of Dona Isabel de Requesens, Vice-Queen of Naples - RUBENS - - La Kermesse (The Village Fête, or Noce de village) - FRANS HALS - - The Gypsy Girl - DECAMPS - - The Sonneurs - HOLBEIN THE YOUNGER - - Anne of Cleves - P. PRUD’HON - - Psyche transported to Heaven - PHILIPPE DE CHAMPAIGNE - - Portrait of Richelieu - LANCRET - - The Autumn - L. DAVID - - Madame Seriziat - COROT - - Recollection of Mortefontaine - LEONARDO DA VINCI - - La belle ferronnière - CORREGGIO - - Venus and Cupid with a Satyr - WATTEAU - - Pilgrimage to Cythera (The Embarkation for Cythera) - NICOLAS POUSSIN - - The Inspiration of the Poet - PRUD’HON - - The Empress Josephine (1763-1814) - FRAGONARD - - The Bathers - H. RIGAUD - - Louis XIV (1638–1715) - TERBURG - - The Concert - LEOPOLD ROBERT - - The Pilgrimage to the Madonna of the Arch - LARGILLIERE - - Family Portrait - MANTEGNA - - Parnassus - MEMLING - - The Virgin and Child between St James and St Dominic - FRAGONARD - - The Music Lesson - JEAN VAN EYCK - - The Virgin of chancellor Rolin - PAOLO VERONESE - - Susannah and the Elders - FRANÇOIS BOUCHER - - Diana leaving her bath - GÉRICAULT - - The Raft of the Medusa - MURILLO - - Assumption of the Virgin - CLAUDE GELLEE (LORRAIN) - - Ulysses returning Chryseis to her father (Marine, setting sun) - INGRES - - Madame Riviere - E. MURILLO - - The Young Beggar - GREUZE - - The Broken Pitcher - PIETER DE HOOCH - - Card players in an opulent interior - POUSSIN - - Et in Arcadia ego - QUENTIN MATSYS - - The moneylender and his wife - ANDREA SOLARIO - - Madonna with the Green Cushion - TITIEN - - Woman with a Mirror - DAVID TENIERS (the Younger) - - The Works of Mercy - LEONARDO DA VINCI - - Mona Lisa (La Gioconda) - Armand Dayot . (shrink)