J.S. Held added 42 matters to its AI disputes monitor in Q3 2026, as the firm says lawsuits are increasingly testing how organizations deploy systems and oversee their effects.
The consulting firm’s quarterly announcement put the tracker at 468 cases, including 115 actions filed in 2026 through Sept. 30. Copyright and disputes over training data remain central, while legal and intellectual property matters are the monitor’s largest individual market segment. J.S. Held did not provide a category breakdown of the 42 new matters.
J.S. Held describes earlier litigation as focused on material used to train AI systems, including disputes over developers’ rights to collect or use protected works. In its account, newer cases more often concern AI in operation, such as outputs, product safeguards and automated decisions used by businesses, consumers and government bodies. The firm says Q3 additions also touch company disclosures and board oversight.
James E. Malackowski, J.S. Held’s chief intellectual property officer, said litigation now concerns “the consequences of putting those systems into operation.”
J.S. Held cited allegations that companies overstated AI capabilities or commercial benefits, alongside claims that they failed to explain how AI could affect existing products, prices, customer behavior or growth prospects. The firm described these as allegations, not findings that any company acted improperly.
Assessing such claims could involve governance records, testing results, system logs, human-review procedures, integration records, information about data origins, and records of model versions, prompts and outputs. J.S. Held says those materials may bear on technical causation and alleged economic harm. The firm says its monitor spans technology categories, market segments and jurisdictions, drawing on public sources and its own expert analysis.
The firm says potential exposure spans developers, technology platforms, companies using AI and public institutions, as well as corporate officers and directors and users accused of bypassing safety controls.
