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Machine Learning › Litigation Strategies › Class Action

Hogan Lovells

Rapid fire fair use decisions suggest AI training is permissible -- sometimes

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In back-to-back decisions out of the U.S. District Court for the Northern District of California, two federal judges have concluded that the use of copyrighted works to train AI can constitute fair use—at least under certain...more

Cimplifi

Chess, Not Checkers: Multi-case Strategies for Discovery

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It’s important to balance innovation in AI-driven processes with the human element to ensure a defensible approach to litigation that also maximizes the protection of sensitive data. We use the analogy of chess vs. checkers...more

EDRM - Electronic Discovery Reference Model

Court Holds That an ESI Protocol Must be Specific in GenAI Copyright Class Action

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In Andersen v. Stability AI Ltd., 2025 WL 870358 (N.D. Cal. Mar. 19, 2025), the court resolved a dispute over an ESI Protocol. The starting point was a Standing Order that, absent good cause, parties “shall use” one of the...more

Ankura

Behind the Expert with Angela Sabbe: The Keys to Developing a Winning Strategy with Data

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Angela Sabbe is a Managing Director and expert in the Ankura Competition & Class Action practice. For more than 20 years, Angela has devoted her expertise to advising companies and in-house counsel with winning strategies and...more

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