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Regulating Gatekeeper Artificial Intelligence and Data: Transparency, Access and Fairness under the Digital Markets Act, the General Data Protection Regulation and Beyond 监管把关人人工智能和数据:数字市场法》、《通用数据保护条例》及其他规定下的透明度、访问权和公平性
IF 2.9 Q1 LAW Pub Date : 2023-12-13 DOI: 10.1017/err.2023.81
Philipp Hacker, Johann Cordes, Janina Rochon
Artificial intelligence (AI) is not only increasingly being used in business and administration contexts, but a race for its regulation is also underway, with the European Union (EU) spearheading the efforts. Contrary to existing literature, this article suggests that the most far-reaching and effective EU rules for AI applications in the digital economy will not be contained in the proposed AI Act, but in the Digital Markets Act (DMA). We analyse the impact of the DMA and related EU acts on AI models and underlying data across four key areas: disclosure requirements; the regulation of AI training data; access rules; and the regime for fair rankings. We demonstrate that fairness, under the DMA, goes beyond traditionally protected categories of non-discrimination law on which scholarship at the intersection of AI and law has focused on. Rather, we draw on competition law and the FRAND criteria known from intellectual property law to interpret and refine the DMA provisions on fair rankings. Moreover, we show how, based on Court of Justice of the European Union jurisprudence, a coherent interpretation of the concept of non-discrimination in both traditional non-discrimination and competition law may be found. The final section sketches out proposals for a comprehensive framework of transparency, access and fairness under the DMA and beyond.
人工智能(AI)不仅越来越多地应用于商业和行政领域,其监管竞赛也在进行之中,而欧盟(EU)则是这一竞赛的先锋。与现有文献相反,本文认为,欧盟针对数字经济中的人工智能应用制定的影响最深远、最有效的规则将不会包含在拟议的《人工智能法》中,而是包含在《数字市场法》(DMA)中。我们分析了《数字市场法》和相关欧盟法案对人工智能模型和基础数据在以下四个关键领域的影响:披露要求;人工智能训练数据的监管;访问规则;以及公平排名制度。我们证明,根据《人工智能法》,公平性超越了传统上受保护的非歧视法类别,而人工智能与法律交叉领域的学术研究一直专注于此。相反,我们借鉴了竞争法和知识产权法中的 "FRAND "标准来解释和完善《数字千年发展目标》中有关公平排名的条款。此外,我们还展示了如何根据欧盟法院的判例,在传统非歧视法和竞争法中找到对非歧视概念的一致解释。最后一节概述了在 DMA 及其他法律框架下建立透明度、可及性和公平性综合框架的建议。
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引用次数: 0
States of Emergency, Simultaneous Overreach and Underreach and the COVID-19 Pan(dem)ic 紧急状态、同时过度和不足以及 COVID-19 Pan(dem) ic
IF 2.9 Q1 LAW Pub Date : 2023-12-13 DOI: 10.1017/err.2023.82
Max Steuer
Previous research has neglected how repeated declarations of states of emergency (SsoE) in response to the same emergency may combine with executive overreach and underreach within a single jurisdiction, undermining the authority of the SsoE as a legal institution and increasing the vulnerability of the constitutional system as a result. This article examines how decision-makers’ commitment to a culture of justification is central to avoiding emergency mismanagement via underreach, overreach or their combination. The simultaneous instances of executive overreach and underreach as emergency management failures are studied via the Slovak case, which was celebrated for its initial response to the COVID-19 pandemic but castigated for its failure to contain the subsequent waves. The analysis of the legal framework of the SsoE and the justifications for SsoE declarations uncovers the lack of justifications for the patterns of simultaneous executive underreach and overreach, underscoring the elusiveness of these categories. The limited justifications for the decisions demonstrated by the “government in panic” point to the undermining of the SsoE as a legal institution. The article concludes with highlighting how leaders’ role conceptions as democratic emergency managers might be necessary to sustain the authority of the SsoE.
以往的研究忽视了为应对同一紧急情况而反复宣布紧急状态(SsoE)如何在单一管辖范围内与行政越权和执法不足相结合,从而削弱紧急状态作为法律制度的权威,并因此增加宪法制度的脆弱性。本文探讨了决策者对合理性文化的承诺如何成为避免紧急情况管理不善的核心,从而避免 "越权"、"越位 "或两者的结合。斯洛伐克因其对 COVID-19 大流行病的最初反应而备受赞誉,但却因其未能控制随后的疫情而备受指责。对 SsoE 法律框架和 SsoE 声明理由的分析揭示了行政部门同时存在的 "不作为 "和 "过度作为 "模式缺乏正当理由,突出了这些类别的不确定性。慌乱中的政府 "所展示的决策理由有限,这表明作为法律机构的 SsoE 遭到了破坏。文章最后强调了领导者作为民主应急管理者的角色概念对于维持 SsoE 的权威性的必要性。
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引用次数: 0
Introducing a Research Programme for Quantum Humanities: Theoretical Implications 介绍量子人文研究计划:理论意义
IF 2.9 Q1 LAW Pub Date : 2023-11-30 DOI: 10.1017/err.2023.71
Astrid Bötticher, Jose Hernandez, Matthias C. Kettemann, Volker Gast, Rodrigo Araiza Bravo
Quantum computing is a form of computing based on the principles of quantum mechanics. Quantum computing promises to revolutionise society through technological solutions to previously unsolvable problems or by enhancing the capacities of current computational technologies. Additionally, quantum computing has the potential to revolutionise the humanities and social sciences. We denote the study of these changes as “quantum humanities”, whose study focuses on the potential of quantum computing. This paper proposes a research programme for quantum humanities, which includes the application of quantum algorithms to humanities research, reflection on the methods and techniques of quantum computing and evaluation of its potential societal implications. Moreover, we argue that, foundationally, quantum mechanics has serious implications for the ways in which data and information are used to produce seemingly objective technologies. Thus, quantum computing is a nexus for the study of knowledge itself. This research programme aims to define the field of quantum humanities and to establish it as a meaningful part of the humanities and social sciences.
量子计算是基于量子力学原理的一种计算形式。量子计算有望通过技术解决以前无法解决的问题或通过增强当前计算技术的能力来彻底改变社会。此外,量子计算有可能彻底改变人文和社会科学。我们将这些变化的研究称为“量子人文学科”,其研究重点是量子计算的潜力。本文提出了一个量子人文学科的研究方案,包括量子算法在人文学科研究中的应用、对量子计算方法和技术的反思以及对其潜在社会影响的评估。此外,我们认为,从根本上说,量子力学对数据和信息用于产生看似客观的技术的方式具有严重的影响。因此,量子计算是知识本身研究的纽带。本研究计划旨在界定量子人文学科领域,并使其成为人文社会科学的一个有意义的组成部分。
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引用次数: 0
European Union Regulation of Water Stress Risks 欧盟水压力风险条例
IF 2.9 Q1 LAW Pub Date : 2023-11-16 DOI: 10.1017/err.2023.76
Riccardo Stupazzini
Water stress is a growing concern in Europe, partly due to the changing climate context. Despite the cross-cutting impacts that water availability has on different areas under the competence of the European Union (EU), there is not currently a comprehensive and systematic legal framework addressing this issue. The purpose of this article is therefore to examine the EU legislation that concerns the measures aimed at mitigating these risks. To this purpose, it is first examined how droughts and water scarcity are framed within EU legal acts. Based on such an overview, the analysis is directed to the mechanisms developed at the EU level for monitoring, identifying and forecasting water stress risks, as well as the legal provisions relating to the planning tools. The remainder of the article is devoted to the regulation of preventative measures for water scarcity and drought risk reduction, following the water hierarchy resulting from COM(2007) 414.
水资源紧张在欧洲日益受到关注,部分原因是气候变化。尽管在欧洲联盟(EU)的管辖范围内,水资源供应对不同地区产生了交叉影响,但目前还没有一个全面和系统的法律框架来解决这一问题。因此,本文的目的是审查有关旨在减轻这些风险的措施的欧盟立法。为此,本文首先考察了干旱和水资源短缺是如何在欧盟法律行为框架内形成的。根据这种概览,分析针对的是在欧盟一级为监测、查明和预测水资源压力风险而制定的机制,以及与规划工具有关的法律规定。本文的其余部分将根据COM(2007) 414得出的水资源等级制度,致力于对水资源短缺和减少干旱风险的预防措施进行监管。
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引用次数: 0
Much Ado About Nothing? Reflections on the European Commission’s Proposal for an Inter-institutional Ethics Body 无事生非?对欧盟委员会关于建立机构间伦理机构建议的思考
Q1 LAW Pub Date : 2023-11-13 DOI: 10.1017/err.2023.78
Danai Petropoulou Ionescu, Andreea Năstase
Abstract On 8 June 2023, the European Commission published a long-awaited proposal for the establishment of an interinstitutional ethics body, meant to restore the public’s faith in the European Union’s administration following the Qatargate corruption scandal. Alas, the Commission’s proposal outlines a body that lacks investigative and sanctioning powers, has minimal administrative capacity and for the most part relies on the institution’s own policing. Put simply, it falls short of the promises made by the Commission’s President in her 2019 political guidelines, and much shorter of what was expected as a remedy to the European Union’s recent ethics-related scandals. In this short piece, we reflect on the Commission’s proposal for an inter-institutional ethics body in light of the overall ethics framework in the Union and provide a brief analysis of the Commission’s missed opportunity and of what could have been.
2023年6月8日,欧盟委员会公布了一项期待已久的建立机构间道德机构的提案,旨在恢复公众对卡塔尔门腐败丑闻后欧盟管理的信心。唉,欧盟委员会的提案概述了一个缺乏调查和制裁权力的机构,行政能力最低,而且在很大程度上依赖于该机构自己的监管。简而言之,它没有实现欧盟委员会主席在其2019年政治指导方针中做出的承诺,也远远低于人们对欧盟近期道德相关丑闻的补救措施的期望。在这篇短文中,我们根据欧盟的整体道德框架,反思了欧盟委员会关于建立机构间道德机构的建议,并简要分析了欧盟委员会错失的机会和本可以实现的目标。
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引用次数: 0
Strategic Foresight and Policy Evaluation: Insights for an Integrated Approach 战略远见和政策评估:综合方法的见解
Q1 LAW Pub Date : 2023-11-09 DOI: 10.1017/err.2023.77
Laura De Vito, Gaia Taffoni
Abstract Grand challenges are shaping twenty-first-century politics. Threats connected to health, climate, demographics and welfare are increasingly intruding on the lives of citizens. Still, governments are often found off-guard, and policymakers need strategies grounded in longer-term perspectives. Strategic foresight (SF) helps us to design and shape policies to prepare to withstand shocks, anticipating and adapting to changes. However, as governments work towards embedding SF into their policymaking processes, the empirical evidence suggests that applications are still piecemeal and predominantly limited to the agenda-settings and policy formulation stages. In this article, we argue that to drive anticipatory governance, foresight needs to be applied at all stages of the policy cycle, including in evaluating policies to draw lessons for future interventions. We maintain that considering SF systemically throughout the policymaking cycle, from agenda setting to evaluation, strengthens anticipatory governance.
重大挑战正在塑造21世纪的政治。与健康、气候、人口和福利有关的威胁日益侵入公民的生活。尽管如此,政府经常被发现猝不及防,政策制定者需要基于长期视角的战略。战略远见(SF)帮助我们设计和制定政策,为抵御冲击做好准备,预测和适应变化。然而,随着政府努力将科学技术融入其政策制定过程,经验证据表明,科学技术的应用仍然是零碎的,主要局限于议程设置和政策制定阶段。在本文中,我们认为,为了推动预见性治理,需要在政策周期的所有阶段应用预见性,包括在评估政策以吸取未来干预措施的经验教训时。我们认为,在整个政策制定周期中,从议程设置到评估,系统地考虑SF,可以加强预期治理。
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引用次数: 0
Encoding the Enforcement of Safety Standards into Smart Robots to Harness Their Computing Sophistication and Collaborative Potential: A Legal Risk Assessment for European Union Policymakers 将安全标准的执行编码到智能机器人中,以利用其计算复杂性和协作潜力:欧盟政策制定者的法律风险评估
Q1 LAW Pub Date : 2023-11-06 DOI: 10.1017/err.2023.72
Riccardo Vecellio Segate, Angela Daly
Abstract Until robots and humans mostly worked in fast-paced and yet separate environments, occupational health and safety (OHS) rules could address workers’ safety largely independently from robotic conduct. This is no longer the case: collaborative robots (cobots) working alongside humans warrant the design of policies ensuring the safety of both humans and robots at once, within shared spaces and upon delivery of cooperative workflows. Within the European Union (EU), the applicable regulatory framework stands at the intersection between international industry standards and legislation at the EU as well as Member State level. Not only do current standards and laws fail to satisfactorily attend to the physical and mental health challenges prompted by human–robot interaction (HRI), but they exhibit important gaps in relation to smart cobots (“SmaCobs”) more specifically. In fact, SmaCobs combine the black-box unforeseeability afforded by machine learning with more general HRI-associated risks, towards increasingly complex, mobile and interconnected operational interfaces and production chains. Against this backdrop, based on productivity and health motivations, we urge the encoding of the enforcement of OHS policies directly into SmaCobs. First, SmaCobs could harness the sophistication of quantum computing to adapt a tangled normative architecture in a responsive manner to the contingent needs of each situation. Second, entrusting them with OHS enforcement vis-à-vis both themselves and humans may paradoxically prove safer as well as more cost-effective than for humans to do so. This scenario raises profound legal, ethical and somewhat philosophical concerns around SmaCobs’ legal personality, the apportionment of liability and algorithmic explainability. The first systematic proposal to tackle such questions is henceforth formulated. For the EU, we propose that this is achieved through a new binding OHS Regulation aimed at the SmaCobs age.
在机器人和人类主要在快节奏且独立的环境中工作之前,职业健康与安全(OHS)规则可以在很大程度上独立于机器人的行为来解决工人的安全问题。这种情况已不复存在:与人类一起工作的协作机器人(cobots)保证了政策的设计,确保人类和机器人同时在共享空间和协作工作流交付时的安全。在欧盟(EU)内部,适用的监管框架位于国际行业标准和欧盟以及成员国立法之间的交叉点。目前的标准和法律不仅不能令人满意地解决人机交互(HRI)带来的身心健康挑战,而且在智能协作机器人(“SmaCobs”)方面表现出更具体的重要差距。事实上,smacob将机器学习提供的黑箱不可预测性与更普遍的人力资源相关风险结合起来,朝着日益复杂、移动和互联的操作界面和生产链发展。在此背景下,基于生产力和健康动机,我们敦促将职业健康安全政策的执行直接编码到smacob中。首先,smacob可以利用量子计算的复杂性,以响应的方式调整复杂的规范架构,以满足每种情况的偶然需求。其次,委托他们对-à-vis进行OHS执法,无论是他们自己还是人类,都可能自相矛盾地证明比人类更安全,也更划算。这种情况引发了对smacob的法律人格、责任分配和算法可解释性的深刻的法律、伦理和哲学上的关注。因此,提出了第一个系统的解决这些问题的建议。对于欧盟,我们建议通过针对smacob年龄的新的具有约束力的OHS法规来实现这一目标。
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引用次数: 0
EU–US Data Privacy Framework: A First Legal Assessment 欧盟-美国数据隐私框架:首次法律评估
Q1 LAW Pub Date : 2023-10-26 DOI: 10.1017/err.2023.67
Sergi Batlle, Arnaud van Waeyenberge
Abstract The purpose of this contribution is to briefly present the content of the EU–US Data Privacy Framework recently adopted by the European Commission and then to assess whether it meets the expectations expressed by the Court of Justice of the European Union in its Schrems II judgment and related case law.
本文的目的是简要介绍欧盟委员会最近通过的欧盟-美国数据隐私框架的内容,然后评估它是否符合欧盟法院在其施雷姆斯II判决和相关判例法中表达的期望。
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引用次数: 0
An Attribute Perspective on Regulatory Regimes in Risk Governance 风险治理监管制度的属性视角
Q1 LAW Pub Date : 2023-10-26 DOI: 10.1017/err.2023.68
Morten A. Langøy, Geir Sverre Braut
Abstract Increasing interest from stakeholders has brought new focus on risk governance and risk regulation, such as the regulator’s execution of duty and tangible results on safety and environmental protection in oil and gas industry. One recent example, from 2019, is the Office of the Auditor General Norway’s (OAG) investigation of the Petroleum Safety Authority’s (PSA) follow-up on health, safety and the environment in the petroleum industry, where the regulatory regime in Norway resting on functional requirements was questioned. Simplistically speaking, there are two current traditions or main schools in regulatory regimes: use of functional requirements associated with co-regulation and use of normative requirements associated with prescriptive regulation. In this paper, we introduce a generic model from an attribute perspective on contrasting, gauging or evaluating the two different regulatory regimes. Furthermore, this approach may explain the controversy regarding the favouring of functional or prescriptive regulatory regimes by the different players in the industry. Our case is based on regulations relating to offshore oil and gas operations, in particular focusing on the Norwegian sector. We use the OAG’s investigation of the PSA and the public reaction as our material because this material is proposed to provide a thorough and valid description of how the effects of the Norwegian regulatory regime are perceived from the outside. We believe that the generic concept presented here is applicable when performing investigations in other industries involved in hazardous activities.
越来越多的利益相关者关注风险治理和风险监管,例如监管机构在油气行业安全与环境保护方面的履行职责和切实成果。最近的一个例子是,从2019年开始,挪威审计长办公室(OAG)对石油安全局(PSA)对石油行业健康、安全和环境的后续行动进行了调查,挪威基于功能要求的监管制度受到了质疑。简单地说,目前在监管制度中有两种传统或主要流派:使用与共同监管相关的功能要求和使用与规定性监管相关的规范性要求。在本文中,我们从属性的角度引入了一个通用模型来比较、衡量或评价两种不同的监管制度。此外,这种方法可以解释关于行业中不同参与者偏爱功能性或规范性监管制度的争议。我们的案例是基于与海上石油和天然气作业相关的法规,特别是挪威部门。我们使用OAG对PSA的调查和公众反应作为我们的材料,因为这些材料旨在提供一个彻底而有效的描述,说明挪威监管制度的影响是如何从外部感知的。我们认为,这里提出的一般概念适用于在涉及危险活动的其他行业进行调查时。
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引用次数: 0
Post-crisis Emergency Legislation Consolidation: Regulatory Quality Principles for Good Times Only? 危机后紧急立法整合:监管质量原则只适用于繁荣时期?
Q1 LAW Pub Date : 2023-10-23 DOI: 10.1017/err.2023.69
Katarina Staronova, Nina Lacková, Matúš Sloboda
Abstract This article analyses how emergency legislation has affected law-making and regulatory quality principles (RQPs) before, during and after the COVID-19 pandemic (2019–2021) from stakeholders’ perspectives. It takes Slovakia as a case study, as this country was considered a high performer in the adoption of RQPs before the crisis, while empirical findings suggest a subsequent decline in their use. We argue that formal RQPs are not deeply embedded and are vulnerable to crises. In doing so, we conceptually distinguish between standard (fully following the RQPs), emergency (modified to accommodate crisis) and non-standard law-making (violating formal rules and the RQPs). In the transition from a crisis to a post-crisis context, the deployment of both emergency and non-standard law-making has become relatively permanent without proper justification having been provided. This reinforces the notion that RQPs and governance legitimacy became less important for the executive than in the pre-crisis period and emergency and non-standard regulatory law-making became institutionalised as new norms of swift law-making. All of these factors prevent stakeholders from being informed and from engaging in deliberation, which jeopardises the legitimacy of post-crisis law-making governance.
摘要本文从利益相关方角度分析新冠肺炎疫情前、期间和之后紧急立法对立法和监管质量原则(RQPs)的影响。它以斯洛伐克为案例研究,因为这个国家在危机前被认为在采用rqp方面表现良好,而实证研究结果表明,随后它们的使用有所下降。我们认为,正式的rqp没有深入嵌入,容易受到危机的影响。在此过程中,我们从概念上区分了标准(完全遵循RQPs)、紧急(修改以适应危机)和非标准立法(违反正式规则和RQPs)。在从危机过渡到危机后的背景下,紧急立法和非标准立法的部署都变得相对永久,没有提供适当的理由。这强化了一种观点,即与危机前相比,rqp和治理合法性对高管的重要性降低了,紧急和非标准监管立法成为了快速立法的新规范。所有这些因素都阻碍了利益相关者获得信息和参与审议,从而危及危机后立法治理的合法性。
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引用次数: 0
期刊
European Journal of Risk Regulation
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