AI Copyright Litigation
Building risk‑tiered AI compliance plans and defending AI companies in IP disputes
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AI Copyright Law
The opportunity for operating a company using artificial intelligence is enormous - but capabilities revolving around the consumption and output of data comes with inherent intellectual property risks. AI tools need vast amounts of data to train and get better - and while the prospect of increasingly sophisticated AI tools is exciting, there are potential legal risks along the way relating to the data AI tools need in order to improve, including risks surrounding privacy and intellectual property ownership.
Intellectual Property Compliance for Artificial Intelligence
We audit AI training data, draft licensing agreements, and defend against infringement claims for developers, creators, and media companies. Building on our AI compliance practice, we categorize projects by risk (high for hiring tools, minimal for games) and create tailored plans incorporating FTC guidelines and EU frameworks.
- Documenting human involvement in every creative process
- Vetting training data for copyrighted, trademarked, or personally identifiable information
- Offering clear disclosures to users, especially about the use of celebrity likenesses or branded content
Stay up to date with California's AI Law developments: Read More
Copyright Litigation Defense
Kronenberger Rosenfeld LLP leads in guiding clients through AI copyright challenges, from training data disputes to ownership of generated works. Our extensive background in both intellectual property and emerging technology help us defend copyright claims over training data or alleged infringing model outputs.
- Reduce IP exposure
- Evaluate fair use and licensing options
- Bring products back into compliance
- Copyright defense litigation strategy
If your AI business is facing an IP violation, contact our team today.
Artificial Intelligence Copyright Law FAQs
How does using AI create legal risk?
The massive datasets that train models can sweep in copyrighted or trademarked material gathered from the web, licensing deals, or third parties. Plaintiffs who believe that they have had their IP swept up in this manner argue that copying entire works into training sets and then deploying models then competes with the original content and infringes hard-earned intellectual property rights.
Is training on copyrighted data automatically copyright infringement?
Not necessarily—U.S. courts are still deciding if certain training uses are protected by fair use, especially when models are highly transformative and do not reproduce works verbatim. However, lawsuits against AI developers emphasize market harm and direct substitution, particularly where AI outputs can replace licensed images, articles, or music.
Can an AI company be liable for infringing content made with the company's tools?
Yes, it's possible. Depending on terms of use statements and moderation practices, your company could face claims for contributory or vicarious infringement if you knowingly enable infringing outputs at scale.
Need AI Copyright Litigation Help?
Contact our team today.
