J.S. Held Tracks 468 AI Disputes as Focus Shifts to System Behavior

J.S. Held's AI Disputes Monitor, launched in March 2026, now tracks 468 cases after adding 42 matters in the third quarter, the firm said in a press release. The dataset includes 115 actions filed in 2026 through September 30.

Copyright and training data cases remain central, and legal and intellectual property disputes are still the largest market segment, but new matters increasingly examine how AI systems behave after deployment. Cases cover system outputs, product safeguards, automated decisions, consumer interactions, workplace use, corporate disclosures and board oversight.

The report identifies two types of disclosure claims. One concerns companies overstating their AI capabilities, integrations or commercial benefits. The other concerns whether companies adequately disclosed how AI was disrupting their existing products, pricing, customer behavior or growth prospects.

Evaluating these claims can require model versions, prompts, outputs, system logs, testing records, data sources, human review procedures and governance documents. The monitor draws on public sources and tracks disputes across technology categories, market segments, jurisdictions and uses. J.S. Held is a consulting firm whose services include digital forensics, economic damages and litigation support in such disputes.