Balancing AI Development and Privacy Compliance - An Analysis of the Principles of 'Complete Data Sets' in the AI Act and 'Data Minimization' in the GDPR
This thesis explores the relationship between two important legal principles in European Union law: the requirement for ‘complete data sets’ in Article 10 of the Artificial Intelligence Act (AI Act) and the principle of ‘data minimisation’ in Article 5(1)(c) of the General Data Protection Regulation (GDPR). The AI Act requires that high-risk AI systems be trained on data that is representative, a