This article explores the proposed amendments to the AI Act, which introduce the concept of “groups of persons”. The inclusion of this notion has the potential to broaden the traditional individual-centric approach in data protection. The analysis explores the context and the challenges posed by the rapid evolution of technology, with an emphasis on the role of artificial intelligence (AI) systems. It discusses both the potential benefits and challenges of recognising groups of people, including issues such as discrimination prevention, public trust and redress mechanisms. The analysis also identifies key challenges, including the lack of a clear definition for “group”, the difficulty in explaining AI architecture concerning groups and the need for well-defined redress mechanisms. The article also puts forward recommendations aimed at addressing these challenges in order to enhance the effectiveness and clarity of the proposed amendments.
This paper describes how the development of texts on regulatory deference by the Codex Alimentarius Commission (CAC) addresses relevant recommendations of the World Trade Organization (WTO) and supports Member countries of CAC in their negotiation and implementation of equivalence agreements. We consider the role and function of CAC within a rules-based multilateral framework, particularly in relation to the development and implementation of equivalence concepts. We then consider whether, through use of equivalence agreements, trade facilitation outcomes have been realised. Our hypothesis is that international standards on regulatory deference promote fair but aspirational standards and support fair practices in the trade of safe food – both vital outcomes for global food security and the achievement of many of the United Nations Sustainable Development Goals. We test this hypothesis against the framework provided by decisions of the WTO Sanitary and Phytosanitary Committee. We argue that the equivalence concepts and guidelines developed by CAC are appropriate but underutilised tools available for Member countries to strike a balance between their right to regulate to protect human, animal or plant life and health and to fulfil legitimate objectives whilst meeting their WTO obligations to avoid measures that constitute unnecessary barriers to trade.
The European Union (EU) increasingly develops and implements policies infused with salient and sometimes conflicting values – for instance, in migration and criminal law cooperation. However, policy implementation studies have not frequently considered how such complex value trade-offs may affect practical implementation within Member States. This article therefore quantitatively and temporally examines the practical implementation of an EU flagship criminal law measure: the simplified extradition system known as the European Arrest Warrant (EAW). Using data on EAWs decided upon by the Dutch Amsterdam District Court, we test the impact of value trade-offs by examining whether (newly introduced) safeguards for the protection of requested persons adversely affect system efficiency (measured through case turnover times). The results suggest that the design of legal tests and adjustments made to the EAW system over time through the Court of Justice of the European Union affect the balance between fundamental rights protection and efficiency in the practical implementation of the EAW.