EU AI transparency framework: a Q&A for Qatar and the GCC

Q: Is compliance with the EU AI transparency framework compulsory?

The distinction is between the law and the code. The legal obligations are compulsory for organisations within scope. Signing the code is voluntary. Organisations that do not follow the code must meet their legal obligations through other adequate means. The code provides a practical route towards compliance, rather than replacing the law.

Q: Does the EU AI transparency framework require labels on every AI-assisted article?

No. Article 50(4) covers AI-generated or manipulated text published to inform the public about matters of public interest, subject to exceptions. Using AI does not automatically make a label compulsory on every piece of writing. The purpose of the publication, its subject matter and the editorial process all matter.

Q: Is proofreading enough to meet the human review exception under the EU AI transparency framework?

No. Checking spelling and grammar alone is not enough. The Commission explains that human review should examine the substance using relevant knowledge and professional judgement. Editorial control means having real authority to approve, change or reject the text on substantive grounds, including checking facts and sources. Our practical advice is not to treat adding a reviewer’s name as a substitute for doing the review.

Q: When do the EU AI transparency framework’s requirements apply?

Article 50 applies from 2 August 2026. A limited grace period until 2 December 2026 covers providers’ marking and detection duties for systems placed on the market before 2 August. It does not postpone publishers’ disclosure duties. According to the Commission’s guidance, content generated before 2 August does not require retroactive labelling, although the Commission encourages it where possible.

MENA Executive Training

2 hours ago

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European Union flags outside the European Commission’s Berlaymont building in Brussels.

Using AI to help write articles, reports or public guidance? This Q&A explains the EU AI transparency framework and what publishing teams in Qatar and the GCC should consider.

What is the EU AI transparency framework for AI-generated content?

The EU AI transparency framework includes the obligations under Article 50 of the EU AI Act, supported by the European Commission’s Code of Practice on Transparency of AI-generated Content.

The Commission published the final code on 10 June 2026. It provides practical guidance on identifying and labelling AI-generated material, including text published to inform the public about matters of public interest.

Is compliance with the EU AI transparency framework compulsory?

The distinction is between the law and the code. The legal obligations are compulsory for organisations within scope. Signing the code is voluntary.

Organisations that do not follow the code must meet their legal obligations through other adequate means. The code provides a practical route towards compliance, rather than replacing the law.

Does the EU AI transparency framework require labels on every AI-assisted article?

No. Article 50(4) covers AI-generated or manipulated text published to inform the public about matters of public interest, subject to exceptions.

Using AI does not automatically make a label compulsory on every piece of writing. The purpose of the publication, its subject matter and the editorial process all matter.

What counts as public-interest content under the EU AI transparency framework?

The Commission’s examples include public health, environmental protection, justice, public administration and economic or scientific developments relevant to public debate.

The category is not limited to newspaper reporting. Organisations publishing corporate articles, educational material or public guidance should consider whether the content is intended to inform the public about a matter of public interest.

Does human review remove the need for an AI label under the EU AI transparency framework?

It can. Under Article 50(4), disclosure is not required where the text has undergone human review or editorial control and an individual or organisation holds editorial responsibility for its publication.

Both elements matter. A substantive review process must be accompanied by clear responsibility for the published content. Other applicable transparency duties remain unaffected.

Is proofreading enough to meet the human review exception under the EU AI transparency framework?

No. Checking spelling and grammar alone is not enough.

The Commission explains that human review should examine the substance using relevant knowledge and professional judgement. Editorial control means having real authority to approve, change or reject the text on substantive grounds, including checking facts and sources.

Our practical advice is not to treat adding a reviewer’s name as a substitute for doing the review.

Who is responsible under the EU AI transparency framework: AI providers or publishers?

They have different responsibilities.

AI providers must make relevant AI-generated outputs identifiable through machine-readable marking, subject to applicable exceptions and technical limitations.

Organisations publishing the material must separately assess their reader-facing disclosure duties. A tool’s technical marking does not settle whether the publication needs a visible label.

Where should an AI disclosure appear under the EU AI transparency framework?

Where disclosure is required, Article 50 requires it to be clear, distinguishable and accessible by the time the reader first encounters the content.

As a practical approach, place a visible statement near the beginning, such as “This text was generated using AI”, rather than relying on hidden metadata. The wording should accurately describe how AI was used.

When do the EU AI transparency framework’s requirements apply?

Article 50 applies from 2 August 2026.

A limited grace period until 2 December 2026 covers providers’ marking and detection duties for systems placed on the market before 2 August. It does not postpone publishers’ disclosure duties.

According to the Commission’s guidance, content generated before 2 August does not require retroactive labelling, although the Commission encourages it where possible.

Does the EU AI transparency framework apply to organisations in Qatar and the GCC?

Potentially, depending on their activities and connection to the EU.

Article 2 of the EU AI Act covers providers and organisations using AI outside the EU where the resulting output is used within the Union. Being headquartered in Qatar, Saudi Arabia, the UAE or elsewhere in the GCC is therefore not, by itself, an exemption.

Equally, there is no blanket requirement for every GCC website to label all AI-assisted content. Organisations should assess both their connection to the EU and whether the particular publication falls within the disclosure requirement.

How should communications teams respond to the EU AI transparency framework?

We recommend a clear publishing policy covering when AI can be used, which material needs specialist review and who has final approval responsibility. Claims and sources should be checked before publication.

For significant public-facing content, record who reviewed it and who approved it. Teams should also establish when disclosure is necessary and how it will appear.

An approval log is a practical governance recommendation, not a claim that Article 50 prescribes one for every article.

How can IAPP AIGP training help organisations understand the EU AI transparency framework?

MENA Executive Training is an IAPP Official Training Partner offering Artificial Intelligence Governance Professional (AIGP) training.

This course is for professionals responsible for assessing, overseeing or advising on AI, including legal, compliance, privacy and risk teams. It covers AI governance, accountability and the legal context, including the EU AI Act.

Contact MENA Executive Training to discuss official IAPP AIGP training for your team in Qatar and the GCC.

This Q&A provides general information, not legal advice. Organisations should obtain advice on their own circumstances.