As heavily reported by media in May 2018, Google announced that it won’t renew its contract with the US Defense Department for an artificial intelligence endeavor known as Project Maven. The tech giant took the decision amidst a widespread public backlash and multiple employee resignations. Google was assigned to provide an AI-powered image labeler that would allow the Pentagon to browse a ‘Google-Earth-like’ drone system, according to one of the emails leaked during the scandal.
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This paper investigates the prospective application of arbitration by Transnational Private Regulation (TPR). It builds on the study of TPR developed by Fabrizio Cafaggi et al. TPR addresses the ever-increasing transfer of regulatory power from national to global levels, and from public to private regulators. TPR entails private regulatory co-operation be-yond the jurisdictional boundaries of States through voluntary standards. The regimes of TPR are built by a variety of actors, such as companies, NGOs, independent experts, and epistemic communities. Examples of TPR can be found in food safety, forestry management, trade, and derivatives, among other fields. More specifically, they concern private actors engaging in transnational coordination of standard setting such as the Forest Stewardship Council (FSC) that was developed to foster responsible management of the world’s forests. There are four main characteristics of TPR: legitimacy, quality, effectiveness, and enforcement. I will describe those four characteristics in brief here. First, the legitimacy of TPR is built around consent through voluntary entry, participation, and exit of regulated entities. Important to this contribution is that the legitimacy of TPR goes beyond its legal dimension, measured by purely legal standards. Hence, the legitimacy of TPR is largely determined by standards developed by social and economic institutions relevant to specific TPR regimes. The role of those institutions in standard settings is higher in private TPR regimes than private-public TPR regimes, where some forms of compliance are mandatory. Second, the quality of TPR corresponds to the ex ante and ex post evaluation cycle of regulatory processes. It is also linked with the transparency of TPR. Third, the effectiveness of TPR is measured according to the extent to which the objectives of TPR (or selected TPR regimes) are met. And finally, enforcement of TPRis understood as ‘ensuring compliance with commitments’. Enforcement of TPR can take place through courts, administrative agencies, and private dispute resolution—including the arbitration at the core of this contribution. Cafaggi’s study identified rather selective use of arbitration in TPR, but also recommended changes to make arbitration law more adaptable to TPR. Furthermore, the study recommended that more specialized dispute resolution institutions are created to exclusively serve TPR. Against this background, I shift the main focus of analysis from TPR to arbitration. Whereas Cafaggi argued that arbitration may be suitable for TPR as a means of private enforcement, in this paper I go even further, arguing that arbitration as a means of informal, out-of-court dispute resolution is well suited to strengthen the normativity of TPR. This is so because private arbitration actors (including, inter alia, arbitrators and arbitral institutions) are already equipped with the tools necessary to facilitate cross-border TPR, which is done through informal standards and procedures with origins in the communitarian values and reputational mechanisms used by different communities before the development of modern States. The roots of most private justice regimes—including arbitration—are informed by communitarian values such as collaboration, participation, and personal trust. Those values, together with other core characteristics of arbitration correspond to all core characteristics of TPR, making both systems comparable and complementary. The analytical framework incorporated in this paper follows the four core characteristics of TPR. Hence, the paper is organized into five sections. The first section contains the introduction. In the second section, I analyze the legitimacy of arbitration vis-à-vis the legitimacy of TPR. In the third section, I investigate the accountability of arbitration as a means of quality signaling vis-à-vis TPR. In the fourth section, I focus on the remedies available to arbitrators in a view of TPR’s effectiveness. Finally, in the fifth section, I analyze enforcement through arbitration and its impact on the exclusiveness versus complementarity of TPR regimes. Conclusions follow, including recommendations for future research. Part of topic "The blurring distinction between public and private in international dispute resolution"
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Over the past few years the tone of the debate around climate change has shifted from sceptical to soberingly urgent as the global community has prioritised the research into solutions which will mitigate greenhouse gas emissions. So far this research has been insufficient. One of the major problems for driving public and private stakeholders to implement existing solutions and research new ones is how we communicate about climate change (Stoknes, 2014). There seems to be a lack of common language that drives the scientific community away from policymakers and the public. Due to this lack, it is hard to translate findings into viable and sustainable solutions and to adopt new climate-neutral economies and habits.
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