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What the AI did. What the record should have said.
Incidents, settlements, and enforcement actions from the AI accountability frontier — and the interaction-level record that would have changed each outcome.
2026-06-15 · Incident · Workforce disclosure
Cloudflare pins layoffs on AI capability. The record does not back the claim.
Cloudflare's CEO tied a workforce reduction to AI productivity. The company cannot produce an event level record of what the AI actually did. A Tokto point of view.
2026-05-22 · Incident · Privacy · Settlement
Apple's $250M Siri settlement is a preview of the next class action shape.
Apple's expanded Siri settlement is a preview of the next class action shape against enterprise AI. A Tokto point of view.
2026-04-08 · Incident · Employment · Litigation
Workday's screening algorithm gets a certified collective action.
A federal judge certified a collective action against Workday's AI hiring tool. The plaintiff bar has found a template. A Tokto point of view.
2026-03-12 · Incident · Consumer · Precedent
Air Canada's chatbot ruling shows up again, this time on a rail carrier.
The Moffatt v. Air Canada chatbot precedent cited by a tribunal against a rail carrier. Enterprises without a per interaction record are exposed. A Tokto point of view.
2026-02-19 · Incident · Regulation · Enforcement
EU AI Act moves from law to first coordinated enforcement action.
The European Commission opens a joint enforcement action referencing Article 5. The evidence they ask for is what our customers already keep. A Tokto point of view.
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