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Case Study Discovering the Potential for Algorithmic DecisionMaking on Setting GDPR Fines 案例研究:发现算法决策在设定GDPR罚款方面的潜力
Pub Date : 2021-12-15 DOI: 10.47745/ausleg.2021.10.2.04
N. Mike
Administrative fines for GDPR infringements are growing rapidly in number, yet companies are presented with an opaque process on how these fines are issued by the data protection authorities (DPAs). In particular, one principle described within the guidelines issued by the European Data Protection Board (EDPB) requires a case-by-case assessment, which is potentially offsetting the automation of administrative fines in the future. This paper is challenging this principle through algorithmic arguments. The suggested approach has its benefits in terms of scalability. Yet, this approach may well receive funded critics due to potential clashes with other principles.
针对违反《通用数据保护条例》(GDPR)的行政罚款数量正在迅速增长,但在数据保护机构(dpa)如何发放这些罚款方面,企业面临着一个不透明的流程。特别是,欧洲数据保护委员会(EDPB)发布的指导方针中描述的一项原则要求逐案评估,这可能会在未来抵消行政罚款的自动化。本文通过算法论证对这一原则提出了挑战。建议的方法在可伸缩性方面有其优点。然而,由于与其他原则的潜在冲突,这种方法很可能会受到资助的批评。
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引用次数: 0
Can Justice Be Anything Other than Human? 正义能不是人性的吗?
Pub Date : 2021-12-15 DOI: 10.47745/ausleg.2021.10.2.01
Emőd Veress
Artificial intelligence (AI) is an emerging technology in the field of justice, which, though only used in limited fashion, is likely to bring potentially disruptive changes in the future. This study examines some of the most significant characteristics of AI that make it suited, and at the same time unsuited, to application during litigation. Specifically, the problems of opacity in decision making by machine learning algorithms and the lack of a way to project flexible human morality on such systems is emphasized. The author concludes that AI will be a useful tool for preparation of litigation; however, it is less likely to replace the human judge, as adjudication presupposes understanding of human sentiment and the sense of justice, which requires some degree of bias in a positive sense.
人工智能(AI)是司法领域的一项新兴技术,虽然只在有限的范围内使用,但未来可能会带来潜在的颠覆性变化。本研究考察了人工智能的一些最重要的特征,这些特征使其适合,同时也不适合在诉讼期间应用。具体而言,强调了机器学习算法决策不透明的问题,以及缺乏在此类系统上投射灵活的人类道德的方法。作者的结论是,人工智能将成为准备诉讼的有用工具;然而,它不太可能取代人类法官,因为裁决的前提是对人类情感和正义感的理解,这需要某种程度的积极意义上的偏见。
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引用次数: 0
Big-Data-Based Legal Analytics Programs. What Will Data-Driven Law Look Like? 基于大数据的法律分析程序。数据驱动的法律会是什么样子?
Pub Date : 2021-12-15 DOI: 10.47745/ausleg.2021.10.2.09
Zsolt Ződi
Big-data-based legal analytics programs (LAP) appeared in the US in the early 2010s. They work by collecting large amounts of textual data from public databases, usually on websites, refining this data, linking it to other data, and then analysing and presenting it with special software. In this study, I first present the history of LAPs, their different types, key features, and their content and technology fundamentals. In a highlighted example, I also describe their uses through the ‘Judge Analyzer’ module. I will write later in this section about the upheaval that a judge analyser service has caused in France and the arguments and counterarguments that have been voiced in this debate. In the second part, the study describes the legal uses of LAPs and the related concerns. The study divides the concerns into two groups. The first type of general concern points to the possibility of a limited use of ‘data-based law’ and ‘prediction’ in law. The second type of counterargument focuses on the difference between common law and continental legal systems. Finally, the study briefly describes the future of LAPs.
基于大数据的法律分析程序(LAP)于2010年代初出现在美国。他们的工作方式是从公共数据库(通常是在网站上)收集大量文本数据,提炼这些数据,将其与其他数据联系起来,然后用特殊的软件进行分析和呈现。在本研究中,我首先介绍了lap的历史,它们的不同类型,主要特征,以及它们的内容和技术基础。在一个突出显示的示例中,我还通过“Judge Analyzer”模块描述了它们的使用。我将在本节的后面部分写法官分析服务在法国引起的剧变,以及在这场辩论中提出的争论和反对意见。在第二部分,研究描述了lap的法律用途和相关问题。该研究将这些担忧分为两类。第一类一般性关切指出,在法律中有限使用“基于数据的法律”和“预测”的可能性。第二类反驳集中在英美法系与大陆法系之间的差异。最后,本研究简要描述了LAPs的未来。
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引用次数: 0
Artificial Intelligence, Justice, and Certain Aspects of Right to a Fair Trial 人工智能、正义和公平审判权的某些方面
Pub Date : 2021-12-15 DOI: 10.47745/ausleg.2021.10.2.02
Nóra Chronowski, Kinga Kálmán, B. Szentgáli-Tóth
The study constitutes a synthesis of available knowledge on the worldwide implementation of artificial intelligence (AI) in the judicial process. The authors’ objective is to present this information in a structured way and thereby assess the likelihood and potential risks of AI-assisted and AI-based adjudication. The real-life implementation of AI as a supporting tool for human adjudicators, as a means of aiding the drafting of judicial decisions, and as a machine adjudicator are presented and analysed. The authors then contrast available information on AI adjudication with these forms of AI participation in order to discover whether the basic guarantees of a fair trial could be ensured by AI. They examine AI’s potential effects on the public legitimacy of the courts, on access to justice, on the duration of the judicial process, on the publicity of the trials, on the factors considered while investigating evidence, on potential situations of discrimination or bias, and on the (im)possibility of obtaining reasoned rulings from AI entities, permitting the subjection of their decisions to judicial remedies. The authors conclude that AI is likely to remain just an aid for the human judge in the foreseeable future.
该研究综合了全球范围内在司法程序中实施人工智能的现有知识。作者的目标是以结构化的方式呈现这些信息,从而评估人工智能辅助和基于人工智能的裁决的可能性和潜在风险。介绍和分析了人工智能作为人类裁判的辅助工具,作为协助起草司法判决的手段,以及作为机器裁判的现实生活实施。然后,作者将有关人工智能审判的现有信息与这些形式的人工智能参与进行对比,以发现人工智能是否可以确保公平审判的基本保障。他们审查人工智能对法院的公共合法性、诉诸司法、司法程序的持续时间、审判的公开、调查证据时考虑的因素、潜在的歧视或偏见情况,以及从人工智能实体获得合理裁决的(不)可能性(允许其决定服从司法救济)的潜在影响。作者得出的结论是,在可预见的未来,人工智能很可能仍然只是人类法官的辅助工具。
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引用次数: 0
In Technology We Trust? The Present and Possible Future of Private Enforcement 在我们信任的技术中?私人执法的现在和可能的未来
Pub Date : 2021-12-15 DOI: 10.47745/ausleg.2021.10.2.05
András Osztovits
In the course of this study, the author examines the current and possible future implementations of advanced information and communication technologies from the point of view of private enforcement (adjudication) and specifically the way in which they may contribute to reducing the time and resource requirements of the judiciary. Firstly, the major challenges of the current judiciary are presented, including the overbearing dogmatic approach to old principles of adjudication, resulting in a timeconsuming, costly, labyrinthine, and unpredictable procedure, opening the way to private adjudication achieved via online platforms. In order for state adjudication to survive, modern technologies must be employed to achieve a data-based form of judicial process that is resource-efficient for the users of this ‘service’, while also guaranteeing a fair trial (albeit by electronic means). Such methods would include deployment of information and communication technology tools to aid court–party and party–party communication, using implementations of the blockchain to prevent evidence tampering, renouncing paper-based procedures, and embracing AI-assisted adjudication. Numerous examples of such solutions are provided, with some of their risks also emphasized such as the ‘black box’ phenomenon applicable to AI systems. The author concludes by stating that if private enforcement in the form of judiciary is to survive, it must become competitive with the dispute resolution options now being put forward by private actors.
在本研究过程中,作者从私人执法(裁决)的角度审视了先进信息和通信技术的当前和可能的未来实施,特别是它们可能有助于减少司法机构的时间和资源需求的方式。首先,提出了当前司法的主要挑战,包括对旧审判原则的专横教条,导致耗时,昂贵,复杂和不可预测的程序,为通过网络平台实现私人审判开辟了道路。为了使国家审判得以生存,必须采用现代技术来实现基于数据的司法程序形式,这种形式对这项“服务”的用户来说是资源高效的,同时也保证公平审判(尽管是通过电子手段)。这些方法将包括部署信息和通信技术工具,以帮助法院和政党之间的沟通,使用区块链的实施来防止证据篡改,放弃纸质程序,以及接受人工智能辅助的裁决。本文提供了许多此类解决方案的例子,同时也强调了它们的一些风险,例如适用于人工智能系统的“黑匣子”现象。作者最后指出,如果以司法形式的私人执法要生存下去,它必须与私人行为者目前提出的解决争端的办法相竞争。
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引用次数: 0
Informatization of Civil Proceedings in Poland. Conclusions de lege lata 波兰民事诉讼的信息化。结论de lege lata
Pub Date : 2021-12-15 DOI: 10.47745/ausleg.2021.10.2.03
Jacek Gołaczyński
The informatization of civil proceedings is regulated in Poland by the use of several instruments pertaining to various aspects of civil procedure. The author presents the most relevant instruments and their major provisions in the context of what may be called ‘normal’ circumstances and also as they were amended to suit the needs of the judiciary during the COVID-19 pandemic. Submission of pleadings via the dedicated ICT (information and communication technology) system of the courts is presented, as is the electronic delivery service meant to facilitate the service of procedure and the communication of procedural documents in Poland (especially in the future). The rules applicable to open hearings and recording of hearings, as well as their transmission, are presented. The relatively novel rules on the taking of electronic evidence and on rendering an ‘e-judgment’ are also referred to.
在波兰,民事诉讼的信息化是通过使用与民事诉讼的各个方面有关的若干文书加以管理的。提交人在所谓的"正常"情况下以及在COVID-19大流行期间为适应司法需要而修订的情况下,介绍了最相关的文书及其主要条款。通过法院专门的信息和通信技术系统提交诉状,电子递送服务也是如此,旨在促进波兰的程序服务和程序性文件的递送(特别是在将来)。提出了适用于公开听证会和听证会记录及其传送的规则。本文还提到了关于电子证据的获取和“电子判决”的相对新颖的规则。
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引用次数: 0
Present and Future in the Digit(al)ization of Judicial Procedures in Romania in a European ContextPresent and Future in the Digit(al)ization of Judicial Procedures in Romania in a European Context 欧洲背景下罗马尼亚司法程序数字化的现在和未来欧洲背景下罗马尼亚司法程序数字化的现在和未来
Pub Date : 2021-12-15 DOI: 10.47745/ausleg.2021.10.2.07
J. Székely
In our study, we review some current trends in the digitalization of court activities, with an emphasis on Romania in a European Union context. We analyse the past and current state of the Romanian digitization and digitalization of courts, in the framework of major court activity types that may be digitized and digitalized. We also present the most recent attempts by the European Commission to facilitate the digital transition of court activities and the financing and normative aspects of this transition. Finally, we conclude by presenting proposed Romanian efforts to achieve the digital transition and some of their inadequacies.
在我们的研究中,我们回顾了法院活动数字化的一些当前趋势,重点是欧盟背景下的罗马尼亚。我们在可能被数字化和数字化的主要法院活动类型的框架内,分析了罗马尼亚数字化和数字化法院的过去和现状。我们还介绍了欧盟委员会最近为促进法院活动的数字化转型以及这一转型的融资和规范方面所做的努力。最后,我们提出了罗马尼亚为实现数字化转型所做的努力及其不足之处。
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