Newsrooms, broadcasters and publishers use AI agents to research, transcribe, draft, schedule and moderate, and Article 4 of the EU AI Act applies to every one. Media organisations must take measures so that journalists, editors, freelancers and moderators using agents on their behalf have sufficient AI literacy. In media, literacy is about accuracy, attribution and what the audience is told.
What does Article 4 ask of a media organisation?
Article 4 applies to every provider and deployer of AI systems. In substance, they must take measures to ensure, to their best extent, a sufficient level of AI literacy among staff and other persons dealing with the operation and use of AI systems on their behalf, taking into account their knowledge, experience, education and training, the context of use, and the people the systems are used on.
AI literacy means the skills, knowledge and understanding to use AI systems in an informed way and to understand their opportunities, risks and possible harms. For media, the people affected include the audience and the people being reported on. The Act itself is introduced in what the EU AI Act is.
Article 50 sits close to Article 4 in media. It requires that people be told when they interact with an AI system and that certain AI-generated content be marked, including deep fakes and some AI-generated text published to inform the public. Knowing when those duties apply is part of a journalist's literacy.
Who does it cover?
- Reporters and researchers using agents to search archives, transcribe interviews and draft copy.
- Editors and sub-editors who approve agent-assisted content for publication.
- Producers using agents for scripts, captions and clips.
- Audience and social teams scheduling and adapting content with agents.
- Comment moderators working alongside moderation agents.
- Freelancers and stringers commissioned by the organisation and using its tools.
- Commercial teams using agents for advertising and audience targeting.
- Editors-in-chief and boards accountable for editorial standards.
Freelancers are the group most often missed. They act on the organisation's behalf, often with its tools, but outside its training programmes. Who needs literacy in general is covered in who needs AI literacy under the EU AI Act.
What does literacy mean when media agents act?
A governed newsroom agent might read the archive and wire copy at depth 1, draft summaries, headlines and captions at depth 2, and schedule routine posts within rules at depth 3. Publishing original reporting, corrections and anything legally sensitive is held for a named editor.
Sourcing. The core media skill applies directly. Every fact in an agent draft should be traceable to its source: the organisation's own verified archive is sealed, a statement from a named spokesperson is signed, a claim from an interviewee is declared, and a web page or social post is external. An agent that blends external claims into confident prose is the newsroom's biggest accuracy risk. Reporters must check every external fact before it runs.
Quotes and transcription. Agents transcribing interviews can mishear names and numbers, and drafting agents can paraphrase in ways that change meaning. Journalists must check quotes against the recording.
Images and video. Producers must know when agent-generated or altered images require marking under Article 50, and must never present them as documentary.
Moderation. Moderators must understand what the moderation agent removes, what it misses, and the effect on legitimate speech. A refusal or hold from the agent should prompt human judgement, not automatic deletion.
Advertising and audience data. Commercial teams using agents to target audiences or draft sponsored content need to know which reader data the agent may use, and that agent-drafted sponsored material must still be kept clearly apart from editorial content.
Lapses. An agent's certificate lapses after 90 days, and a run that clears no depth drops it to depth 1 the same day. Scheduled posting and transcription then need people, often during a breaking story.
The wider treatment of agents that take actions under the Act is in the EU AI Act and agents that act.
How does a media organisation meet Article 4?
| Requirement | Control | Evidence it leaves |
|---|---|---|
| Sufficient literacy for staff | Core module plus role modules for reporting, editing, production, moderation and commercial | Records by role and desk |
| Freelancers acting on its behalf | Commissioning terms require training before tool access | Commissioning terms; freelancer records |
| Awareness of risks and harms | Modules on sourcing, quote checking and synthetic media | Assessment results; corrections analysis |
| Transparency duties understood | Training on when Article 50 marking applies | Marking decisions logged with content |
| Kept current | Briefings at agent recertification or source changes | Briefing records |
What will a regulator ask?
Market surveillance authorities, media regulators and data protection authorities may ask: how do journalists and freelancers learn to check agent output? How do you decide when content must be marked as AI-generated? Who approves agent-assisted content? How do moderators review the moderation agent's decisions? What happened in your last correction involving an agent?
What does Article 4 not cover?
It does not set editorial standards, defamation or press rules, which apply in full. It does not replace Article 50's transparency duties. It does not prescribe course content or credentials. It does not cover the audience's own literacy. Some publishers use Pryme Intelligence Academy's Foundations badge as a shared baseline for staff and freelancers, but measures must still fit the agents in use. Comparisons are in Article 4 in retail and in insurance, and the general model in AI literacy and certification for people who work with agents.
This is an explanation of the rules, not legal advice; confirm how they apply to you with counsel.
Questions people ask
Does Article 4 cover freelancers?
If they use the organisation's AI systems on its behalf, the organisation must take measures for their literacy. Commissioning terms are the natural place to set expectations.
Must every AI-assisted article be labelled?
Article 50's marking duties apply to certain AI-generated content, and some text has exceptions where it has undergone human review and editorial responsibility. Check specific cases with counsel.
Should agents publish without an editor?
Routine scheduling of already-approved content can be automated. Original reporting, corrections and anything legally sensitive should be held for a named editor.