Looking ahead, we expect more clarity on the application of copyright law and the fair use doctrine to AI training. Some district courts have rejected the fair use defense, but decisions from district courts in California and New York addressing generative AI model training are expected in 2025. Companies developing models should closely monitor these developments as they refine compliance measures and consider whether to obtain licenses for training data to decrease potential exposure.
We also expect the wave of privacy litigation against website operators to continue. As plaintiffs continue to test an array of statutory claims and seek to certify various nationwide and statewide classes, companies should consider (i) which technologies are necessary for their business operations, (ii) what information the technologies are configured to collect—in particular, any personally identifying information or potentially sensitive browsing information (e.g., regarding medical data), and (iii) whether to implement mitigation measures, including disclosures and consent mechanisms to address risk.
The mass arbitration trend does not seem poised to slow down either. We expect that high arbitration fees will continue to be leveraged in attempts to pressure companies into early settlements. Companies can consider changes to their arbitration agreements designed to address mass arbitration scenarios specifically, while monitoring case law developments as these response mechanisms are tested in courts.
Finally, we are starting to see more frequent class actions targeting IT outages. For example, following an IT outage in July 2024, CrowdStrike and its customers faced multiple class-action lawsuits. Similarly, in January 2025, Capital One experienced IT outages that led to a class action litigation. As this becomes a more common focus of litigation, companies seeking to mitigate risk can consider implementing IT outage plans focused on prevention, mitigation, and response management.