Académie Nexus

Article 50 of the AI Act: the obligations of 2 August 2026.

Attention goes to high-risk systems and prohibited practices. Yet it is Article 50, the transparency obligations, that reaches the largest number of organisations: it applies to any generative AI system, whatever its risk level, and open-source systems are not exempted.

Four situations trigger an obligation

Direct interaction with a person

A system designed to interact with natural persons must inform them that they are dealing with an AI, unless obvious from context. The draft guidelines specify this also covers agentic systems.

Production of synthetic content

Providers of systems generating audio, image, video or text must ensure outputs are marked in a machine-readable format and detectable as artificially generated.

Emotion recognition, biometric categorisation

Deployers must inform exposed persons of the operation of the system.

Deepfakes and texts of public interest

Deployers producing a deepfake must disclose that the content was artificially generated or manipulated; an AI-generated text published to inform the public must be disclosed too.

The eight checks to run

The checklist details each check: what it covers, who owns it in the organisation (general management, legal, communication, IT), the typical mistake seen in practice, and a model notice or clause to adapt. Including the most neglected check (your own conversational interfaces, already in production) and the most sensitive one (your published texts on matters of public interest). Document in French.

  1. Map the AI systems in use, including open source
  2. Qualify your role, provider or deployer, for each system
  3. Check the disclosure of conversational interfaces
  4. Address machine-readable marking of produced content
  5. Plan the visible disclosure of published deepfakes
  6. Review your published texts on matters of public interest
  7. Address emotion recognition and biometric categorisation
  8. Contract with your suppliers, and keep a trace of your analyses
The real timeline

Application of the transparency obligations: 2 August 2026. That is settled. Upstream, the Commission published draft guidelines (8 May 2026) then a code of practice (10 June 2026). A deferral to 2 December 2026 was envisaged for the machine-readable marking obligation only, for systems already on the market; the checklist explains why pausing your preparation on that basis would be a disproportionate risk.

For general management, legal, communication, compliance and IT. Written in July 2026. AI law moves fast; check the state of the text before any decision.

The checklist sets the floor. Our programmes take it from there.

Epistemic Security and Information Resilience

Article 50 mandates a minimum of transparency. But deciding in an environment where information is manipulated (deepfakes, synthetic content, coordinated campaigns) takes more than compliance. That is the purpose of our executive track, grounded in doctoral research.

The programmes directly tied to the AI Act

Four tracks for the teams concerned by Article 50: governance and legal framework, deepfake detection, generative AI for executives, and executive information security. All OPCO-eligible.

IA

Data governance and sovereignty

Legal framework, GDPR, AI Act, technological sovereignty.

2 daysRemoteOPCO-eligible
View the programme
IA

Deepfakes: detection and response protocol

Recognise synthetic content (voice, image, video), assess the risk to the organisation and trigger the right protocol under attack.

1 day (7 h)In-houseOPCO-eligible
View the programme
IA

Applied AI for executives

Understand, govern and deploy generative AI in your organisation.

3 daysIn-house and inter-companyOPCO-eligible
View the programme
Communication

Executive information security

One day to understand disinformation mechanics, detect manipulated content and protect both decision-making and reputation.

1 day (7 h)In-house and inter-companyOPCO-eligible
View the programme