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J.S. Held: AI lawsuits shift from training data toward post-deployment system behavior
Consulting firm J.S. Held's Q3 2026 AI Disputes Monitor, covering 468 AI-related disputes including 115 filed in the first nine months of 2026, finds newer cases focusing more on how AI systems behave after deployment than on training-data inputs alone, Canadian Lawyer reported October 15, 2026. The firm said cases increasingly examine disclosure, product safeguards and board oversight alongside copyright claims.
Key points
- Forty-two disputes were added in the third-quarter update to the monitor.Canadian Lawyer
- Copyright and training-data cases continued to be prominent in the tracked docket.Canadian Lawyer
- Newer matters probe outputs, automated decisions, corporate disclosures and governance.Canadian Lawyer
- J.S. Held flagged AI-washing claims and failures to disclose AI disruption of products or growth.Canadian Lawyer
- Analysts urged an integrated technical, financial and governance evidence record.Canadian Lawyer