Lawsuits, Regulation and Labour Actions in AI Training Work

Method and definitions

Court records, agency announcements, official journals and reporting by major outlets, each linked beside its event. Every row links the publication it is taken from, with the figure as that publication states it; nothing is estimated or converted. Each figure states what it includes beneath it.

Lawsuit

A complaint filed in court. What it alleges is a claim, not a finding; later steps in the same case (a motion, a dismissal, a settlement) are listed as their own events.

Ruling and settlement

A court's decision, or a settlement as approved or announced.

Investigation

An inquiry by a labour or other agency, as announced or reported.

Regulation

A law, directive or official guidance that governs training data or platform work, dated when it was adopted or takes effect.

Labour action and layoff

A petition, union filing or campaign by data workers, and documented mass cuts of raters, tutors or annotators.

Status

Where the event stands according to the latest source found, with that source's date.

What this data cannot tell you

• Compiled from public sources: an event that was never announced or reported is missing, and private companies' figures are what they or the press stated, not audited.
• Cases settled privately or sent to arbitration may never publish an outcome, so a status can stay open.
• Content-moderation cases are included where the same companies and workers do AI data work; the tracker does not cover every labour case in the outsourcing industry.

How the job feeds are read and roles are classified: site methodology. How fresh, complete and consistent the data is, checked every day: data quality and coverage.

Editions

The live report is the dataset as last reviewed; new events are added as they are published. Each complete month is also published as an edition, frozen two days after the month ends, so a figure you cite from an edition never moves.

• Live dataAs last reviewed

Cite and reuse

Free to quote, chart and republish under CC BY 4.0 with a link to this page. Live figures change daily: cite a monthly edition for numbers that will read the same later, or keep the access date.

@misc{aitrainingjobs_ai_training_work_legal_tracker_live,
  author = {{AITraining.jobs}},
  title = {Lawsuits, Regulation and Labour Actions in AI Training Work (live data, 10 Jan 2023 to 10 Oct 2026)},
  year = {2026},
  howpublished = {\url{https://www.aitraining.team/research/ai-training-work-legal-tracker}},
  note = {Accessed 18 Oct 2026},
}

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