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Intellectual Property Protection Machine Learning Corporate Counsel

Miller Canfield

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

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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

Ballard Spahr LLP

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

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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

Falcon Rappaport & Berkman LLP

Getty Images vs. Stability AI: The Landmark Copyright Battle Shaping The Future of Generative AI

Getty Images, a well-known visual media company and supplier of stock images, is facing off against a London-based artificial intelligence company, Stability AI, in what is considered to be the first major copyright trial of...more

DLA Piper

Copyrightability of genAI Outputs in the US: Key Developments

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Key takeaways from the US Copyright Office’s Copyrightability Report and the DC Circuit’s March 2025 Thaler decision - On January 29, 2025, the US Copyright Office issued Copyright and Artificial Intelligence, Part 2:...more

McCarter & English, LLP

Paradise Lost: DC Circuit Affirms AI Has No Soul

Is copyright limited to human authorship? Or, may artificial intelligence create a work of art or write a novel that qualifies for copyright protection? Recently a federal appeals court concluded that only humans are entitled...more

Polsinelli

AI for GCs: What You Need to Know in 2025

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During the course of 2024, interest in generative and other types of artificial intelligence, machine learning and predictive applications and services (collectively, AI) accelerated across industries. Some sectors, such as...more

Goodwin

Court Rejects Fair Use Defense in AI Copyright Case

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A federal district court in Delaware has issued the first AI copyright fair use decision on the merits, granting partial summary judgment for copyright owner Thomson Reuters on copyright infringement and rejecting defendant...more

BakerHostetler

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

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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

Baker Botts L.L.P.

Copyright Office Releases Part 2 of Artificial Intelligence Report

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On January 29, 2025, the U.S. Copyright Office issued part two of it's report on Artificial Intelligence ("AI") which addresses the topic of “copyrightability” as it relates to AI. This report follows an extensive initiative...more

Herbert Smith Freehills Kramer

The Road Ahead: The USPTO Launches Five-Part Artificial Intelligence Strategy

The U.S. Patent and Trademark Office (USPTO) debuted its 2025 Artificial Intelligence Strategy (AI Strategy) policy on Jan. 14, 2025, outlining its vision for using and promoting the development of artificial intelligence...more

Ropes & Gray LLP

Expected Changes to IP Policy under the Second Trump Administration

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Intellectual property (“IP”) policy does not weigh heavily on most voters’ minds, and so is not often addressed in presidential campaigns. This past campaign was no different – President-elect Donald Trump did not expressly...more

Fish & Richardson

Protecting Innovation in an AI-Powered Age: Patents

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With the advent of generative artificial intelligence (or “GenAI”), many companies have begun to shift their innovation strategies to incorporate and rely on GenAI tools. These tools can be powerful drivers of technological...more

MoFo Tech

Dirty Data Damaging Deals – Data Issues in AI M&A

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2024 saw strong interest in M&A involving companies that use or develop AI offerings. The rise of AI has brought new issues for dealmakers. In particular, 2024 also saw regulators focusing further on the collection and use of...more

Skadden, Arps, Slate, Meagher & Flom LLP

Recent Decisions on Whether AI Training Violates the Digital Millennium Copyright Act

While the question of fair use has dominated much of the discussion on whether copyrighted material can be used to train AI models, of equal importance are questions involving the application of the Digital Millennium...more

Orrick, Herrington & Sutcliffe LLP

First Significant EU Decision Concerning Data Mining and Dataset Creation to Train Artificial Intelligence

A court in Hamburg, Germany, has decided a copyright infringement case in a way that sheds light on how European courts may apply the text and data mining (TDM) exemption to AI model developers. The exemption is contained in...more

Fenwick & West LLP

False Claims of Patent Protection Can Be False Advertising Under Lanham Act

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Patented technologies or features can be valuable selling points, setting your products apart from the competition. But when advertising or marketing materials overstate the scope of patent or other IP rights, they may create...more

Baker Botts L.L.P.

When Algorithms Meet Regulators - The Unexpected Vulnerability of AI Trade Secrets

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Companies deploying and developing Artificial Intelligence (“AI”) face a critical intellectual property dilemma: How should I protect AI trade secrets in a regulatory landscape that demands transparency?...more

White & Case LLP

AI Watch: Global regulatory tracker

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The global dash to regulate AI - Artificial intelligence (AI) has made enormous strides in recent years and has increasingly moved into the public consciousness. Increases in computational power, coupled with advances in...more

Skadden, Arps, Slate, Meagher & Flom LLP

Motion To Dismiss Ruling Provides Insight Into How Courts View AI Training Data Cases

A recent decision by a California district court in J. Doe 1 v. GitHub, Inc., a case brought by computer programmers alleging that their works had been used to train AI models that generate computer code in violation of their...more

WilmerHale

FTC Hosts Tech Summit on Artificial Intelligence

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On Thursday, January 25, the Federal Trade Commission’s (FTC) Office of Technology hosted the FTC Tech Summit to discuss key developments in artificial intelligence (AI). The FTC brought together thought leaders from across...more

Sheppard Mullin Richter & Hampton LLP

Computer Love: Beijing Court Finds AI-Generated Image is Copyrightable in Split with United States

In a decision issued November 27, 2023, a Chinese court ruled that AI-generated content can enjoy protection under copyright law. The finding, the first of its kind in China, is in direct conflict with the human authorship...more

Skadden, Arps, Slate, Meagher & Flom LLP

AI Insights: Court Largely Grants Defendants’ Motion To Dismiss in AI Training Data Case

Court Largely Grants Defendants’ Motion To Dismiss in AI Training Data Case - On Monday, a district court largely granted the defendants’ motions to dismiss in Andersen et al. v. Stability AI et al., one of a series of...more

White & Case LLP

5 Practical Considerations for Users of Generative AI Tools following Thaler and Allen

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You are likely already familiar with two US recent decisions that have addressed the copyrightability of AI-generated works: (a) On August 18, 2023, the United States District Court for the District of Columbia ruled in...more

K&L Gates LLP

Recent Trends in Generative Artificial Intelligence Litigation in the United States

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Although still in their infancy, a growing number of recently-filed lawsuits associated with generative artificial intelligence (AI) training practices, products, and services have provided a meaningful first look into how US...more

Davis Wright Tremaine LLP

D.C. Federal District Court Holds Work Created Entirely by an AI System Cannot Be Copyrighted

On August 18, 2023, in Thaler v. Perlmutter, Judge Beryl A. Howell of the U.S. District Court for the District of Columbia granted the U.S. Copyright Office's motion for summary judgment, affirming the Copyright Office's...more

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