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Artificial Intelligence Machine Learning Fair Use

Womble Bond Dickinson

The New Gold Rush: Text and Data Mining Exemptions to Copyright Protection Around the World

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This article is based on a presentation at Womble Bond Dickinson’s AI Intensive: Playbook for Innovation and Risk Mitigation virtual summit on May 20, 2025 (including some updates in respect of the UK due to legislative...more

Venable LLP

Whose Rules Rule? Different Approaches to Key AI and Copyright Fair Use Principles Across the Administration, Copyright Office,...

Venable LLP on

In the past few months, the administration, the Copyright Office, and the courts have weighed in on several material issues at the cross section of copyright law and AI. ...more

Tarter Krinsky & Drogin LLP

AI, Copyright, and Recent Decisions: Legal Priorities for Rights Holders

The past few weeks have seen a flurry of activity in the legislature and the courts relating to Artificial Intelligence (“AI”). Since the founding of our nation, there has been ongoing debate about whether legal matters...more

Miller Canfield

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

Miller Canfield on

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

International Lawyers Network

What’s the “Use”?

The evolution of generative artificial intelligence has prompted courts in two highly-publicized recent federal district court decisions to apply copyright law’s doctrine of fair use to the “training” and output of generative...more

Troutman Pepper Locke

Judges Take Divergent Paths to Find AI Training "Fair Use"

Troutman Pepper Locke on

Two California district court judges recently issued competing rulings pertaining to fair use as a defense against the alleged improper use of copyrighted works to train large language models (LLMs). The two orders, issued...more

Akin Gump Strauss Hauer & Feld LLP

Akin Intelligence - June 2025

Welcome to the June edition of Akin Intelligence. To ensure continued receipt, please subscribe to future issues here if you have not already done so. For past issues and other AI content, check out Akin’s AI & ML Insights...more

Weintraub Tobin

(Podcast) The Briefing: The Wrong Argument – Why Authors Lost Against Meta and What Comes Next

Weintraub Tobin on

In a major win for Meta, a federal court recently dismissed a lawsuit brought by prominent authors who claimed their books were illegally used to train the company’s Llama models. But the ruling doesn’t give AI companies a...more

Weintraub Tobin

The Briefing: The Wrong Argument – Why Authors Lost Against Meta and What Comes Next

Weintraub Tobin on

In a major win for Meta, a federal court recently dismissed a lawsuit brought by prominent authors who claimed their books were illegally used to train the company’s Llama models. But the ruling doesn’t give AI companies a...more

Troutman Pepper Locke

California’s Latest Dueling Rulings — Fair Use of Copyrighted Materials in AI Algorithms

Troutman Pepper Locke on

Generative AI (GenAI) algorithms require data inputs to analyze, transform, and generate content. But does using copyrighted material without prior authorization for training or operating these algorithms infringe on the...more

Sterne, Kessler, Goldstein & Fox P.L.L.C.

IP Hot Topic: A Clash in California: Judicial Tug of War Between the Primacy of Transformative Use and Market Effect in GenAI Fair...

2025 Summer Associate Wade Marshall contributed to this article. Recently, two Northern District of California decisions revealed fault lines in the forming fair use terrain for GenAI copyright infringement actions. Both...more

Farella Braun + Martel LLP

Growing Momentum for AI’s Fair Use Defense: Lessons from Two Recent Summary Judgment Rulings

Within the same week, two judges in the Northern District of California issued groundbreaking summary judgment rulings regarding whether an artificial intelligence company’s scraping and ingestion of copyrighted works to...more

Loeb & Loeb LLP

What Gen AI court rulings mean for content owners and creators

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Recent court decisions in two highly publicized Gen AI cases favored the platforms and may start to reduce the concerns over using Gen AI. But content owners and those working for them should still understand the legal...more

Weintraub Tobin

(Podcast) The Briefing: Anthropic, Copyright, and the Fair Use Divide

Weintraub Tobin on

A federal judge has ruled that training Claude AI on copyrighted books—even without a license—was transformative and protected under fair use. But storing millions of pirated books in a permanent internal library? That...more

Smart & Biggar

AI training copies blessed as “fair use” by U.S. Court – Can a similar path be forged in Canada?

Smart & Biggar on

Judge Alsup’s summary judgement order in Bartz v Anthropic PBC1 released June 23, 2025 is making waves in the copyright and AI world. The order, issued out of the United States District Court for the Northern District of...more

Perkins Coie

Court Sides With Meta on Fair Use and DMCA Questions, but Leaves Door Open for Future Challenges

Perkins Coie on

Key Takeaways - Judge Chhabria recently granted summary judgment for Meta Platforms, Inc. (Meta) in two key rulings finding that: - Meta's use of copyrighted books to train LLMs is fair use due to its highly...more

Miller Canfield

The Art (and Legality) of Imitation: Navigating the Murky Waters of Fair Use in AI Training

Miller Canfield on

As generative AI technology advances, the legal battles over the use of copyrighted materials for training these models are heating up. In the first wave of lawsuits the courts have diverged in their approach to fair use as a...more

Fox Rothschild LLP

Anthropic and Meta Win Major, but Limited, AI Copyright Lawsuits

Fox Rothschild LLP on

Recently, major technology companies, Anthropic and Meta each secured landmark victories in separate copyright lawsuits. The companies had been sued by authors and their publishers, regarding claims that these companies’ AI...more

Farella Braun + Martel LLP

Fair Use at Scale: When Is "Spectacularly" Transformative Use Still Not Fair?

The recent ruling in a lawsuit against Anthropic highlights a growing complexity in how courts are approaching fair use in the context of AI training. Judge William Alsup held that developing Anthropic’s Claude model was...more

Quarles & Brady LLP

Concerned about AI Training Data and Copyrighted Works? New Guidance from the Northern District of California

Quarles & Brady LLP on

Two recent district court opinions from the Northern District of California, filed within days of each other address the use of copyrighted material in training data in two separate market dominating Large Language Models...more

Ballard Spahr LLP

From Input to Impact: The Market Harm Standard Emerging in AI Fair Use

Ballard Spahr LLP on

Another federal court recently ruled that using copyrighted books to train artificial intelligence (AI) systems can qualify as fair use under the U.S. Copyright Act. This time, the court said that, because the issue of market...more

McCarter & English, LLP

Court Sets New Limits on Use of Copyrighted Materials to Train AI Models

The rapid adoption of artificial intelligence (AI) has sparked a pressing legal debate over how copyrighted materials can be used to train generative AI systems, particularly large language models (LLMs), without permission...more

Polsinelli

AI vs. Authors: Two California Judges, Two Directions and More Uncertainty on Fair Use and Copyright

Polsinelli on

Key Takeaways - Courts Lean Toward Fair Use for AI Training: Two California rulings suggest that using copyrighted works to train artificial intelligence (AI) may be considered fair use if outputs are transformative and do...more

Jackson Walker

Federal Courts Find Fair Use in AI Training: Key Takeaways from Kadrey v. Meta and Bartz v. Anthropic

Jackson Walker on

In recent days, two federal judges in the Northern District of California issued significant decisions covering the intersection of artificial intelligence (AI) and copyright law. Specifically, in Bartz v. Anthropic PBC and...more

Loeb & Loeb LLP

Bartz v. Anthropic PBC

Loeb & Loeb LLP on

District court holds that Anthropic’s use of books to train its Claude large language models and its use of purchased copies of books to create digital permanent library constitute fair use, but its use of pirated books to...more

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