Whose Bias is it, Anyway? The Need for a Four-Eyes Principle in AI-Driven Competion Law Proceedings

e-Journal

Table of Contents: I. Introduction. – II. Biases and noise: mapping the debate. – II.1. Cognitive biases. – II.2. Noise. – II.3. Bias and noise in competition law procedure. – III. The promises: debiasing, accelerating, prioritizing. – IV. The pitfalls: biasing again. – V. The need for a four-eyes principle. – VI. Conclusion....

Whose Bias is it, Anyway? The Need for a Four-Eyes Principle in AI-Driven Competion Law Proceedings

e-Journal

Table of Contents: I. Introduction. – II. Biases and noise: mapping the debate. – II.1. Cognitive biases. – II.2. Noise. – II.3. Bias and noise in competition law procedure. – III. The promises: debiasing, accelerating, prioritizing. – IV. The pitfalls: biasing again. – V. The need for a four-eyes principle. – VI. Conclusion....

Whose Bias is it, Anyway? The Need for a Four-Eyes Principle in AI-Driven Competion Law Proceedings

e-Journal

Table of Contents: I. Introduction. – II. Biases and noise: mapping the debate. – II.1. Cognitive biases. – II.2. Noise. – II.3. Bias and noise in competition law procedure. – III. The promises: debiasing, accelerating, prioritizing. – IV. The pitfalls: biasing again. – V. The need for a four-eyes principle. – VI. Conclusion....

The Right to Avoid Self-incrimination: Yet Another Elephant in the Automated Competition law Enforcement Room?

e-Journal

Table of Contents: I. Introduction. – II. The right to avoid self-incrimination in EU competition law. – II.1. The right to avoid self-incrimination in the Charter of Fundamental Rights: Article 6 ECHR as a starting point. – II.2. A specific right to avoid self-incrimination in EU competition law enforcement? – III. Protection against self-...

The Right to Avoid Self-incrimination: Yet Another Elephant in the Automated Competition law Enforcement Room?

e-Journal

Table of Contents: I. Introduction. – II. The right to avoid self-incrimination in EU competition law. – II.1. The right to avoid self-incrimination in the Charter of Fundamental Rights: Article 6 ECHR as a starting point. – II.2. A specific right to avoid self-incrimination in EU competition law enforcement? – III. Protection against self-...

The Right to Avoid Self-incrimination: Yet Another Elephant in the Automated Competition law Enforcement Room?

e-Journal

Table of Contents: I. Introduction. – II. The right to avoid self-incrimination in EU competition law. – II.1. The right to avoid self-incrimination in the Charter of Fundamental Rights: Article 6 ECHR as a starting point. – II.2. A specific right to avoid self-incrimination in EU competition law enforcement? – III. Protection against self-...

Slipping Through the Cracks, the Carve-outs for AI Tax Enforcement Systems in the EU AI Act

e-Journal

Table of Contents: I. Introduction. – II. The state of use of AI tax enforcement algorithms in the EU. – II.1. The use of AI fiscal governance tools in context. – II.2. The typology of AI fiscal governance tools. – III. Should AI fiscal governance tools be regarded as high-risk systems? – III.1. The regulatory structure of the EU Artificial...

Diving into the Iceberg: Establishing Transparency in AI for Law Enforcement

e-Journal

Table of Contents: I. Introduction– II. The Right to Information and Access to Personal Data: Seeing the Tip of the Iceberg – II.1. The Right to Information– II.2. The Right of Access– III. Challenges to Transparency in Practice: Hampering the Rights to Information and of Access – III.1. Fragmentation in the Area of Freedom, Security, and Justice –...

The House Always Wins. A Systematic Analysis of CJEU Case Law Relating to the Economic and Monetary Union (2010-2020)

e-Journal

Table of Contents: I. Introduction. – II. Data set and general analysis of CJEU case law. – II.1 The data set. – II.2 Overall findings. – III. Financial assistance programmes. – IV. The ECB’s monetary crisis measures. – V. Banking union. – VI. Conclusions.

Abstract: During the past ten years or so...

Will AI “Subtly” Take Over Decision-making in the EU Migration Context? Warnings and Lessons from ETIAS and VIS

e-Journal

Table of Contents: I. Introduction – II. AI in the EU Large-Scale Information Systems: The Case of ETIAS and VIS – II.1. ETIAS and VIS within Interoperability – II.2. ETIAS and VIS automated processing – II.3. How will the ETIAS and VIS automated processing work in practice? – III. The ETIAS and VIS Automated Processing and the Legal Constraints of...

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