AI, Training Data, and Governance: Copyright Battles and Legal Requirements
Fri Feb 06 2026
AI is transforming the legal landscape, from lawsuits concerning training data to new regulations on 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 experts 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 brings a governance and data protection lens to AI.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.
Please note, the positions and opinions expressed by the speakers are strictly their own, and do not necessarily represent the views of their employers, nor those of the D.C. Bar, its Board of Governors or co-sponsoring Communities and organizations.Want to get ahead of the pack? Joining the D.C. Bar Law Student Community (LSC) can get you there. Your LSC membership will provide resume and skills boosting opportunities and one-on-one access to local practicing attorneys. To learn more, click here.
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AI is transforming the legal landscape, from lawsuits concerning training data to new regulations on 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 experts 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 brings a governance and data protection lens to AI.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. Please note, the positions and opinions expressed by the speakers are strictly their own, and do not necessarily represent the views of their employers, nor those of the D.C. Bar, its Board of Governors or co-sponsoring Communities and organizations.Want to get ahead of the pack? Joining the D.C. Bar Law Student Community (LSC) can get you there. Your LSC membership will provide resume and skills boosting opportunities and one-on-one access to local practicing attorneys. To learn more, click here.