What question did this study set out to answer?

The aim is to assess the effectiveness of EU data transparency measures under the AI Act in copyright enforcement.

Data transparency and copyright: opportunities and challenges

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Article critiques the EU AI Act's transparency rules for copyright protection, suggesting a broader reform approach.

The aim is to assess the effectiveness of EU data transparency measures under the AI Act in copyright enforcement.
Analyzed the data transparency obligations of the EU AI Act, particularly Article 53(1)(d).
Evaluated the potential impact of these measures on right holders and AI developers.
Discussed implications for other jurisdictions considering similar transparency frameworks.
The EU's approach may impose high compliance costs without providing adequate copyright protection.
Dataset summaries may not enable individual right holders to effectively identify infringements.
Other jurisdictions are cautioned against adopting the EU model without broader copyright reform.

Matulionytė et al. (2026) studied this question.

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