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Defense Strategies Machine Learning

Epiq

Defensibility Considerations With AI: Best and Worst-Case Scenarios

Epiq on

The use of AI in eDiscovery introduces opportunities and challenges, particularly when it comes to defensibility. Legal practitioners must be prepared to justify their use of AI tools under both ideal and adversarial...more

Miller Canfield

Senators Introduce Legislation to Curb Use of Personal Data and Copyrighted Works for Gen AI Training

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We recently discussed the legal developments related to fair use in AI training. Through a bipartisan bill titled the AI Accountability and Personal Data Protection Act (the “Bill”), introduced on July 21, 2025, U.S. Senators...more

Ervin Cohen & Jessup LLP

A Temporary Victory: What the New Anthropic and Meta Rulings Actually Reveal About a Fair Use Defense for Companies Accused of...

Until two weeks ago, no U.S. court had ruled on whether training generative AI models on copyrighted works could constitute a fair use, or if the simple act of training such models without a license would constitute copyright...more

BakerHostetler

What Thomson Reuters v. Ross Does and Doesn’t Say About Fair Use and Generative AI

BakerHostetler on

The first 24 hours of punditry on Judge Stephanos Bibas’s summary judgment of no fair use in Thomson Reuters v. Ross Intelligence, Inc., Case 1:20-cv-00613-SB (D. Del.), has largely oscillated between predictions that the...more

Fox Rothschild LLP

The Presumption of Innocence Podcast: Episode 42 - AI in Criminal Justice: Opportunity or Opportunity for Misuse?

Fox Rothschild LLP on

Can artificial intelligence be a positive, productive tool in criminal justice or are its flaws and the opportunity for misuse too great? Host Matt Adams covers these issues and more with Pramod Kunju, a data analytics and...more

Proskauer - Minding Your Business

AI Got It Wrong, Doesn’t Mean We Are Right: Practical Considerations for the Use of Generative AI for Commercial Litigators

Picture this: You’ve just been retained by a new client who has been named as a defendant in a complex commercial litigation. While the client has solid grounds to be dismissed from the case at an early stage via a...more

Benesch

Navigating the Intersection of Intellectual Property and Artificial Intelligence

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In today's digital landscape, the convergence of intellectual property (IP) and artificial intelligence (AI) presents both unparalleled opportunities and unique challenges for businesses across industries. As AI continues to...more

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