Machine learning-based AI algorithms lack transparency. In this article, I offer an interpretation of AI’s explainability problem and highlight its ethical saliency. I try to make the case for the legal enforcement of a strong explainability requirement: human organizations which decide to automate decision-making should be legally obliged to demonstrate the capacity to explain and justify the algorithmic decisions that have an impact on the wellbeing, rights, and opportunities of those affected by the decisions. This legal duty can be derived (...) from the demands of Rawlsian public reason. In the second part of the paper, I try to show that the argument from the limitations of human cognition fails to get AI off the hook of public reason. Against a growing trend in AI ethics, my main argument is that the analogy between human minds and artificial neural networks fails because it suffers from an atomistic bias which makes it blind to the social and institutional dimension of human reasoning processes. I suggest that developing interpretive AI algorithms is not the only possible answer to the explainability problem; social and institutional answers are also available and in many cases more trustworthy than techno-scientific ones. (shrink)

Jocelyn Maclure and Charles Taylor provide a clearly reasoned, articulate account of the two main principles of secularism—equal respect, and freedom of conscience—and argue that in our religiously diverse, politically interconnected world, secularism, properly understood, may offer the only path to religious and philosophical freedom.

Patients in Quebec can legally obtain medical assistance in dying (MAID) if they are able to give informed consent, have a serious and incurable illness, are at the end of their lives and are in a situation of unbearable suffering. Since the Supreme Court of Canada’s 2015 Carter decision, access to MAID, under certain conditions, has become a constitutional right. Quebec physicians are now likely to receive requests for MAID from their patients. The Quebec and Canadian laws recognize a physician’s (...) right to conscientious objection, but this right is contested both in the medical ethics literature and in the public sphere. This paper presents the results of a qualitative study conducted with twenty Quebec physicians who did not integrate MAID into their medical practice, either because they were opposed to or deeply ambivalent about MAID. The interviews aimed to explore the reasons – religious and secular – for opposition to or ambivalence towards MAID. The secular reasons given by participants were grouped into four main categories: 1) the ends of medicine and professional identity, 2) the philosophy of palliative medicine and resource allocation in palliative care, 3) benevolent paternalism, the “good death”, and the interests of future selves, 4) the risk of a slippery slope and the protection of vulnerable people. (shrink)

The use of predictive machine learning algorithms is increasingly common to guide or even take decisions in both public and private settings. Their use is touted by some as a potentially useful method to avoid discriminatory decisions since they are, allegedly, neutral, objective, and can be evaluated in ways no human decisions can. By (fully or partly) outsourcing a decision process to an algorithm, it should allow human organizations to clearly define the parameters of the decision and to, in principle, (...) remove human biases. Yet, in practice, the use of algorithms can still be the source of wrongful discriminatory decisions based on at least three of their features: the data-mining process and the categorizations they rely on can reconduct human biases, their automaticity and predictive design can lead them to rely on wrongful generalizations, and their opaque nature is at odds with democratic requirements. We highlight that the two latter aspects of algorithms and their significance for discrimination are too often overlooked in contemporary literature. Though these problems are not all insurmountable, we argue that it is necessary to clearly define the conditions under which a machine learning decision tool can be used. We identify and propose three main guidelines to properly constrain the deployment of machine learning algorithms in society: algorithms should be vetted to ensure that they do not unduly affect historically marginalized groups; they should not systematically override or replace human decision-making processes; and the decision reached using an algorithm should always be explainable and justifiable. (shrink)

Over the last few years, various public, private, and NGO entities have adopted a staggering number of non-binding ethical codes to guide the development of artificial intelligence. However, this seemingly failed to drive better ethical practices within AI organizations. In light of this observation, this paper aims to reevaluate the roles the ethics of AI can play to have a meaningful impact on the development and implementation of AI systems. In doing so, we challenge the notion that AI ethics should (...) focus primarily on instilling ethical principles in practitioners within AI organizations, as well as the claim that AI ethics can only lead to ethics washing. We propose a two-pronged institutionalist approach to AI ethics, focusing on shaping organizational decision-making processes and emphasizing the necessity of binding legal regulations. First, we argue that AI ethics should give priority to institutional design over the internalization of ethical principles by individual practitioners. We then contend that legally binding rules are needed to this end, both as a motivation for organizations and to contribute to the semantic determination of high-level ethical principles. We then show that promising proposals to operationalize ethical principles require the backing of binding legal norms to be effective. We conclude by highlighting the potential of AI ethics to contribute meaningfully to legislative innovation in AI governance. (shrink)

In a thought-provoking paper, Schuklenk and Smalling argue that no right to conscientious objection should be granted to medical professionals. First, they hold that it is impossible to assess either the truth of conscience-based claims or the sincerity of the objectors. Second, even a fettered right to conscientious refusal inevitably has adverse effects on the rights of patients. We argue that the main problem with their position is that it is not derived from a broader reflection on the meaning and (...) implications of freedom of conscience and reasonable accommodation. We point out that they collapse two related but distinct questions, that is, the subjective conception of freedom of conscience and the sincerity test. We note that they do not successfully show that the standard norm according to which exemption claims should not impose undue hardship on others is unworkable. We suggest that the main reason why arguments such as no one is forced to be a medical professional are flawed is that public norms should not constrain citizens to choose between two of their basic rights unless it is necessary. In fine, Schuklenk and Smalling, who see conscience claims as arbitrary dislikes, sell freedom of conscience short and forego any attempts at balancing the competing rights involved. We maintain the authors neglect that most of legal reasoning is contextual and that the blanket restriction of healthcare professionals' freedom of conscience is disproportionate. (shrink)

RÉSUMÉJe défends dans ce texte une version particulière de la position que Sharon Street a appelée le «constructivisme humien». J'esquisserai pourquoi je considère que ce constructivisme est préférable à la fois au réalisme moral et au constructivisme kantien sur le plan de la compréhension du statut ontologique des valeurs. Après avoir accepté de reconnaître le rôle des pressions de l’évolution dans l’émergence de la moralité, le constructivisme humien doit toutefois préciser le rôle de l'intersubjectivité historique dans l’évolution subséquente de la (...) morale. J'expliquerai aussi pourquoi je considère que l'intégration d'un volet cohérentiste au constructivisme permet d'atténuer les craintes concernant le caractère potentiellement non-cognitiviste des théories contextualistes. Enfin, j'esquisserai pourquoi l'idée d'un «espace des raisons morales» indépendant, à certains égards, de l'esprit humain est compatible avec le constructivisme humien. (shrink)

Je défends dans ce texte une version particulière de la position que Sharon Street a appelée le «constructivisme humien». J’esquisserai pourquoi je considère que ce constructivisme est préférable à la fois au réalisme moral et au constructivisme kantien sur le plan de la compréhension du statut ontologique des valeurs. Après avoir accepté de reconnaître le rôle des pressions de l’évolution dans l’émergence de la moralité, le constructivisme humien doit toutefois préciser le rôle de l’intersubjectivité historique dans l’évolution subséquente de la (...) morale. J’expliquerai aussi pourquoi je considère que l’intégration d’un volet cohérentiste au constructivisme permet d’atténuer les craintes concernant le caractère potentiellement non-cognitiviste des théories contextualistes. Enfin, j’esquisserai pourquoi l’idée d’un «espace des raisons morales» indépendant, à certains égards, de l’esprit humain est compatible avec le constructivisme humien.I defend a version of what Sharon Street has dubbed “Humean constructivism.” I’ll first sketch out why I think that contextual constructivism provides us with a more plausible understanding of the ontological status of values than both Kantian constructivism and moral realism. In addition to its recognition of the role of evolutionary pressures in the emergence of human morality, contextual constructivism must now clarify the role of historical intersubjectivity in the subsequent development of morality. I will then claim that adding a coherentist module to Humean constructivism provides a satisfactory answer to those who fear that contextual metaethical theories can only be non-cognitivist. Finally, I will sketch out why I think that the notion of a mind-independent “space of moral reasons” is largely compatible with Humean constructivism. (shrink)

A number of phenomena have lent a new complexity to the long-standing challenge of constructing a legitimate and stable political order. I contend that both legitimacy and integration under contemporary conditions ultimately hinge upon a form of public practical reasoning that departs considerably from the ones proposed by John Rawls, Jürgen Habermas and several deliberative democrats. I argue that the generalizability test that constitutes the cornerstone of most contemporary neo-Kantian theories of public reason should be abandoned as a rule of (...) public argumentation and be replaced by a norm of civic responsiveness towards minority claims. I not only suggest that a wider variety of reasons, motives and genres of speech needs to be admitted within the purview of public reason, but more fundamentally that generalizability cannot cogently be seen as anything more (or less) than a civic virtue. The underlying point of this article is that neo-Kantian theories of public reason work with a problematic conception of practical reason. I conclude by providing reasons, against some radical and agonistic democrats, why the language of public reasoning needs to be retained and renovated. Key Words: acknowledgement • agonistic democracy • deliberative democracy • generalizability • Habermas • pluralism • practical reason • public reason • Rawls • social integration. (shrink)

Jocelyn Maclure | : Alan Patten’s Equal Recognition is a major contribution to the normative literature on minority rights. I nonetheless suggest that liberal culturalism as a normative theory, even in Patten’s sophisticated version, is ill suited to deal with the challenges related to the status of religion in the public sphere that are so prevalent in contemporary democracies. In addition, I submit that Patten did not supply a fully convincing answer to the argument that liberal egalitarianism, well understood, is (...) capacious enough to secure fair terms of social cooperation for members of cultural minorities, making the language of “cultural rights” and “cultural recognition” superfluous. | : Le livre Equal Recognition d’Alan Patten contribue de façon majeure aux travaux de philosophie politique sur les droits des minorités culturelles. Je suggère néanmoins que la théorie normative qu’est le « culturalisme libéral », y compris dans la version sophistiquée défendue par Patten, n’est pas outillée pour penser les omniprésents défis concernant le statut de la religion dans l’espace public. De plus, j’avance que Patten n’a pas été en mesure d’offrir une réponse pleinement satisfaisante à ceux qui soutiennent que l’égalitarisme libéral bien compris est en mesure d’offrir des termes de coopération sociale justes aux membres des minorités culturelles, sans devoir être complété par des « droits culturels » ou par le langage de la « reconnaissance » des cultures. (shrink)

In this article, we compare Ricard Zappata-Barrero’s interculturalism with Tariq Modood’s multiculturalism. We will discuss the relation between distinct elements that compose both positions. We examine how recent discussions on interculturalism have the potential to contribute to theories of multiculturalism without undermining their core principles. Our position is close to that of Modood’s as he has already carefully tried to incorporate interculturalist insights into his own multiculturalism. Yet we provide a raise a few questions regarding Modood’s treatment of the relation (...) between multiculturalism and interculturalism. After summarizing each author’s potion (I), we will comment on the following set of relations between their basic elements: (II) The relation between intercultural contact and intercultural dialogue; (III) The relation between contact at the local level and the societal/state level; (IV) The relation between group-specific measures, intercultural contact and mainstreaming. (shrink)

ABSTRACTAs Dialogue publishes an English translation of one of my articles, I comment briefly on publication of philosophical research in languages other than English. The English version starts on p. 374.

Exemption claims remain a tangled and divisive moral and legal issue both in academia and in the public sphere. In his book Exemptions: Necessary, Justified, or Misguided?, the constitutional scholar Kent Greenawalt zeros in on the vexed question of whether exemptions from rules of general applicability based on the conscientious convictions of individuals or groups are sometimes justified or prudent by discussing a wide range of cases drawn from the American jurisprudence. Although he does not engage in a significant way (...) with political and legal philosophy and comparative law, his contextualist and pragmatic approach is a powerful antidote against oversimplification and dogmatism with regard to exemption claims. Unsurprisingly, Greenawalt’s approach comes at times dangerously close to casuistry, and some of his analyses and normative recommendations would benefit from a firmer footing in moral principles and rational argumentation. In this review, I flesh out some of the strengths and limits of Greenawalt’s valuable book. (shrink)

James Tully is one of the world’s most influential political philosophers at work today. Over the past thirty years – first with Strange Multiplicity (1995), and more fully with Public Philosophy in a New Key (2008) and On Global Citizenship (2014) – Tully has developed a distinctive approach to the study of political philosophy, democracy, and active citizenship for a deeply diverse world and a de-imperializing age. Civic Freedom in an Age of Diversity explores, elucidates, and questions Tully’s innovative approach, (...) methods, and concepts, providing both a critical assessment of Tully’s public philosophy and an exemplification of the dialogues of reciprocal elucidation that are central to Tully’s approach. Since the role of public philosophy is to address public affairs, the contributors consider public philosophy in the context of pressing issues and recent civic struggles such as: crises of democracy and citizenship in the Western world; global citizenship; civil disobedience and non-violence; Indigenous self-determination; nationalism and federalism in multinational states; protest movements in Turkey and Quebec; supranational belonging in the European Union; struggles over equity in academia; and environmental decontamination, decolonization, and cultural restoration in Akwesasne. Offering a wide-ranging analytical discussion of Tully’s work by leading scholars from various fields of study, with an extensive reply by Tully himself, Civic Freedom in an Age of Diversity provides a rich perspective on the full extent of his contribution. (shrink)

There are few philosophical questions to which Charles Taylor has not devoted his attention. His work has made powerful contributions to our understanding of action, language, and mind. He has had a lasting impact on our understanding of the way in which the social sciences should be practised, taking an interpretive stance in opposition to dominant positivist methodologies. Taylor's powerful critiques of atomist versions of liberalism have redefined the agenda of political philosophers. He has produced prodigious intellectual histories aiming to (...) excavate the origins of the way in which we have construed the modern self, and of the complex intellectual and spiritual trajectories that have culminated in modern secularism. Despite the apparent diversity of Taylor's work, it is driven by a unified vision. Throughout his writings, Taylor opposes reductive conceptions of the human and of human societies that empiricist and positivist thinkers from David Hume to B.F. Skinner believed would lend rigour to the human sciences. In their place, Taylor has articulated a vision of humans as interpretive beings who can be understood neither individually nor collectively without reference to the fundamental goods and values through which they make sense of their lives. The contributors to this volume, all distinguished philosophers and social theorists in their own right, offer critical assessments of Taylor's writings. Taken together, they provide the reader with an unrivalled perspective on the full extent of Charles Taylor's contribution to modern philosophy. (shrink)