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Podcast

AI Training, Data, and Governance: Copyright Battles and Legal Requirements

February 6, 2026

Let's Brief It

By Anna B. Chauvet; Lynn Parker Dupree

AI is transforming the legal landscape, from lawsuits concerning training data to new regulations on data use and model deployment. In this episode of Let’s Brief It, host Pauline Wanjiru Irungu, an LL.M. student at American University Washington College of Law specializing in intellectual property and technology law, discusses these developments with two attorneys from Finnegan: Anna Chauvet, partner and head of Finnegan’s copyright practice, who works on front line questions about AI training data, fair use, and authorship, and Lynn Parker Dupree, leader of Finnegan’s privacy practice and former Chief Privacy Officer at the U.S. Department of Homeland Security, who advises clients on AI governance and compliance, AI training, and harmonizing existing data privacy requirements with the use of AI technologies. Together, they examine the legal landscape of AI training data, evolving copyright and privacy rules, and essential questions regarding consent and accountability. This episode offers a practical guide for law students and early-career attorneys navigating the intersection of AI and law.

Click here to listen to the episode.

Tags

fair use, General Data Protection Regulation (GDPR), AI + Privacy, AI + Copyright

Related Practices

Diligence, Licensing, and Opinions

Privacy

Trademark and Brand Management

Copyright

Related Industries

AI, Electronics, and Information Technology

Electrical and Computer Technology

Artificial Intelligence (AI) and Machine Learning (ML)

Communications

Media

Related Offices

Washington, DC

Related Professionals

Anna B. Chauvet
Partner
Washington, DC
+1 202 408 4075
Email
Lynn Parker Dupree
Partner
Washington, DC
+1 202 408 4462
Email

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