DaProLab

AI Transparency: Best practices for flagging and labelling AI-generated content

Join us for a topical discussion on how to make AI-generated content transparent and trustworthy. This DaProLab session brings together experts in the field to explore best practices regarding the transparency of AI-generated content.

Since 2 August 2026, Article 50 of Regulation (EU) 2024/1689 has been in force: providers of generative AI systems must, in particular, mark their outputs in a machine-readable format, and those deploying such content must label hyper-manipulations as well as texts published on matters of public interest. As organisations publish increasing amounts of AI-generated or AI-modified content – including text, images, videos and interactions with chatbots – it is becoming essential to understand how to correctly mark and label such content. Discover the practical recommendations set out in the Code of Practice on Transparency of AI-Generated Content, as well as current approaches to marking and labelling.

The main topics covered are as follows:

  • Requirements of the Code of Practice on Transparency of AI-Generated Content, in relation to Regulation 2024/1689 on Artificial Intelligence
  • Current challenges and limitations of labelling and tagging AI content
  • Best practices for incorporating transparency

The session is designed to provide participants with a clear understanding of what is required, what is recommended, and what remains to be decided.

Speakers:

  • Dr Théo Antunes, Luxembourg Independent Audiovisual Authority (ALIA)
  • Dr Iona Duta-Viscecu, University of Luxembourg Institute of Digital Ethics (ULIDE)
  • Dr Angelica Fernandez, moderator, CNPD

Practical information:

Date: 17 September 2026

Time: 2.00 pm – 4.00 pm

Venue: Twist Building (Annex to the CNPD headquarters) – 12, Boulevard du Jazz – L-4370 Belval – Room ‘Alan Turing’ on the 1st floor

Language: English/French

Target audience:

  • Data protection professionals (in-house/external DPOs)
  • AI compliance professionals or legal practitioners.
  • Anyone directly involved in the implementation or oversight of data protection.

Places are limited to encourage discussion amongst participants.

To apply to take part in this session, please send an email to daprolab@cnpd.lu, clearly stating your connection to the target audience.

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