Pravilo o dokaznem bremenu v okviru prava EU o nediskriminaciji in algoritemska diskriminacija

Emerging technologies, including artificial intelligence, present significant challenges to discrimination law, particularly regarding effective enforcement. This article highlights the evidentiary difficulties in proving algorithmic discrimination and examines the rule on the burden of proof under EU non-discrimination law in this context. It discusses challenges and possibilities relating to the role of the burden of proof rule in enhancing the principle of equality and non-discrimination, particularly in relation to algorithmic discrimination. A key obstacle is the lack of transparency, a problem not unique to algorithmic discrimination but also a well-known challenge in the field of pay discrimination. The article argues that valuable insights can be drawn from how the burden of proof rule has been developed and concretised under EU law on the right to equal pay between women and men, with particular attention to the 2023 Pay Transparency Directive.

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Publication Details

Journal
Repository of the University of Ljubljana (University of Ljubljana)
Published
2025-12-30
Primary Topic
European Criminal Justice and Data Protection
Type
article
Field-Weighted Citation Impact
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article

Pravilo o dokaznem bremenu v okviru prava EU o nediskriminaciji in algoritemska diskriminacija

Vibeke Blaker Strand
Repository of the University of Ljubljana (University of Ljubljana)
European Criminal Justice and Data Protection
article

Pravilo o dokaznem bremenu v okviru prava EU o nediskriminaciji in algoritemska diskriminacija

Vibeke Blaker Strand
article en

Abstract

Emerging technologies, including artificial intelligence, present significant challenges to discrimination law, particularly regarding effective enforcement. This article highlights the evidentiary difficulties in proving algorithmic discrimination and examines the rule on the burden of proof under EU non-discrimination law in this context. It discusses challenges and possibilities relating to the role of the burden of proof rule in enhancing the principle of equality and non-discrimination, particularly in relation to algorithmic discrimination. A key obstacle is the lack of transparency, a problem not unique to algorithmic discrimination but also a well-known challenge in the field of pay discrimination. The article argues that valuable insights can be drawn from how the burden of proof rule has been developed and concretised under EU law on the right to equal pay between women and men, with particular attention to the 2023 Pay Transparency Directive.

Repository of the University of Ljubljana (University of Ljubljana)
Openalex Percentile: Top 8%
European Criminal Justice and Data Protection
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