The rapid diffusion of artificial intelligence (AI) technologies in the defence domain raises challenges for the ethical governance of these systems. A recent shift from the what to the how of AI ethics sees a nascent body of literature published by defence organisations focussed on guidance to implement AI ethics principles. These efforts have neglected a crucial intermediate step between principles and guidance concerning the elicitation of ethical requirements for specifying the guidance. In this article, we outline the key normative (...) choices and corresponding tradeoffs that are involved in specifying guidance for the implementation of AI ethics principles in the defence domain. These correspond to: the AI lifecycle model used; the scope of stakeholder involvement; the accountability goals chosen; the choice of auditing requirements; and the choice of mechanisms for transparency and traceability. We provide initial recommendations for navigating these tradeoffs and highlight the importance of a pro-ethical institutional culture. (shrink)

This article provides a methodology for the interpretation of AI ethics principles to specify ethical criteria for the development and deployment of AI systems in high-risk domains. The methodology consists of a three-step process deployed by an independent, multi-stakeholder ethics board to: (1) identify the appropriate level of abstraction for modelling the AI lifecycle; (2) interpret prescribed principles to extract specific requirements to be met at each step of the AI lifecycle; and (3) define the criteria to inform purpose- and (...) context-specific balancing of the principles. The methodology presented in this article is designed to be agile, adaptable, and replicable, and when used as part of a pro-ethical institutional culture, will help to foster the ethical design, development, and deployment of AI systems. The application of the methodology is illustrated through reference to the UK Ministry of Defence AI ethics principles. (shrink)

Spinoza’s limited words on the subject of art has led many to claim that his philosophy is incompatible and even hostile to a theory of art. Such a critique begins by confusing modern aesthetic standards with Spinoza’s actual words on art and its objects. Beginning with this confusion, this paper will argue that Spinoza’s philosophy naturalises the work of art and conceives of things such as paintings and temples through his theory of complex bodies.Turning to the two places that Spinoza (...) discuss art—IIIP2Schol and IVP45Schol—this paper will argue that Spinoza understood works of art to be particularly complex and hence powerful extended bodies with a use value relative to the striving of the human individual. Accordingly it will be argued that because Spinoza conceived works of art to be external bodies–artistic bodies–, we should therefore begin to study art and its objects through Spinoza’s relational theory of the individual. (shrink)

The development of ethical guidelines and regulations regarding human subjects research has focused upon protection of vulnerable populations by relying on a limited typology of vulnerabilities. This results in several challenges: First, Institutional Review Boards struggle to interpret and apply the regulations because they are often vague and inconsistent. Second, applying the regulations to subjects who fit within multiple categories of vulnerability can lead to contradictions and the rejection of research that would be permissible if only one category were applicable. (...) Finally, some potential subjects have social and other context-based vulnerabilities that are not described in the federal regulations... (shrink)

In recent decades, the term ‘ legitimacy ’ has featured heavily in debates about international law and international institutions. Yet the concept of legitimacy, mercurial as it is, has remained under-scrutinized, leading to confusion and misuse. Rather than advancing a particular conception of what may make international law legitimate, this article seeks to clarify and complicate how international lawyers understand and use legitimacy as a concept. To begin, the article distinguishes between legal, moral and social legitimacy. It highlights the different (...) ways in which these three approaches to legitimacy have been used in international law scholarship, while drawing attention to some of their more problematic tendencies. From there, it breaks the concept of legitimacy down into three major elements: its object, subject and basis. It argues that the tendency to blur these elements has led to much of the uncertainty and obfuscation in legitimacy debates. Finally, the article stresses the importance of distinguishing legitimacy from other grounds for compliance, including coercion, self-interest and habit. Ultimately, it argues that if treated with sufficient rigour, legitimacy provides a useful analytical concept for international lawyers. In doing so, it aims to encourage and facilitate the participation of international lawyers in broader inter-disciplinary debates about legitimacy. (shrink)

For Simone Weil the invocation of ‘rights’ to address extreme human suffering–what she calls ‘affliction’–is ‘ludicrously inadequate’. Rights, Weil argues, invite a response, whereas what the affli...

While the work of Benedict de Spinoza has been a source of inspiration and curiosity for a variety of literary and artistic figures,1 his grounding philosophical principles are often cited as a hindrance for a productive engagement with art and art theory. Certain commentators cite Spinoza's "naturalism" and "rationalism" as reasons for his philosophy's "hostility" to art and culture.2 But these criticisms only prevail if: one holds that works of art and literature ought to have an ontological ground other than (...) the natural, and if art and literature are given in opposition to reason and rationality. In contrast to such studies that focus on the... (shrink)

Artificial intelligence (AI) assurance is an umbrella term describing many approaches—such as impact assessment, audit, and certification procedures—used to provide evidence that an AI system is legal, ethical, and technically robust. AI assurance approaches largely focus on two overlapping categories of harms: deployment harms that emerge at, or after, the point of use, and individual harms that directly impact a person as an individual. Current approaches generally overlook upstream collective and societal harms associated with the development of systems, such as (...) resource extraction and processing, exploitative labour practices and energy intensive model training. Thus, the scope of current AI assurance practice is insufficient for ensuring that AI is ethical in a holistic sense, i.e. in ways that are legally permissible, socially acceptable, economically viable and environmentally sustainable. This article addresses this shortcoming by arguing for a broader approach to AI assurance that is sensitive to the full scope of AI development and deployment harms. To do so, the article maps harms related to AI and highlights three examples of harmful practices that occur upstream in the AI supply chain and impact the environment, labour, and data exploitation. It then reviews assurance mechanisms used in adjacent industries to mitigate similar harms, evaluating their strengths, weaknesses, and how effectively they are being applied to AI. Finally, it provides recommendations as to how a broader approach to AI assurance can be implemented to mitigate harms more effectively across the whole AI supply chain. (shrink)

RésuméLa philosophie de Spinoza est souvent célébrée pour son fort courant anti-normatif. Spinoza soutient, par exemple, que le bien et le mal n'indiquent rien de positif dans les choses, et que les affects sont toujours particuliers à la situation dans laquelle ils surviennent. Et pourtant, Spinoza soutient que la mélancolie est « toujours mauvaise » et la gaieté « toujours bonne », problématisant ainsi un principe métaphysique clé de son système. Prêtant attention à certaines sections de l’Éthique et du Traité (...) théologico-politique, cet article offre une lecture de ces deux affects problématiques, avant d’établir un lien entre Spinoza et des travaux récents sur la mélancolie aux débuts de l’époque moderne, qui la conceptualisent comme un « assemblage ». (shrink)

Spinoza's philosophy is often overlooked when it comes to thinking about matters concerning art and culture. While recent work has done much to address this, his philosophy remains ambiguously related to the theorisation of things such as temples, poems, and paintings. This article argues that it is by turning to Spinoza's theorisation of the sacred in the Theological‐Political Treatise, that we can best derive his philosophical position on culture and its objects. I argue that Spinoza locates the sanctity of a (...) religious object–what he calls its “articulateness”–in its particular use‐relation with a people. In a similar manner, Spinoza locates the “meaning” and articulateness of words in the use that people make of them, thereby secularising the sanctification process for cultural objects. I argue that this relation of “use” between cultural‐religious objects and human beings and their societies is the way in which we can best discern Spinoza's philosophical position regarding art and culture, as well as further develop his potential contribution to cultural and art theory. (shrink)

Volume 27, Issue 6, December 2019, Page 1240-1243.

Volume 27, Issue 6, December 2019, Page 1240-1243.