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Machine Learning Intellectual Property Protection

Alston & Bird

Patent Case Summaries | Week Ending April 18, 2025

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Recentive Analytics, Inc. v. Fox Corp., et al., No. 2023-2437 (Fed. Cir. (D. Del.) Apr. 18, 2025). Opinion by Dyk, joined by Prost and Goldberg (sitting by designation). Recentive sued Fox for infringing four patents that...more

MoFo Life Sciences

Recentive: Raising the Patent-Eligibility Bar in AI-Related Inventions

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This post is part of MoFo’s 2025 Intersection of AI and Life Sciences blog series. In this blog series, we explore how artificial intelligence is revolutionizing research, innovation, and patient care in the life sciences....more

Jones Day

JONES DAY TALKS®: Women in IP – AI and Copyright Law Need-to-Knows

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Artificial intelligence presents so many opportunities, but there are still so many questions in relation to copyright law. What constitutes fair use? How much human input satisfies the human authorship requirement? Can...more

J.S. Held

Evolving Landscape of Technology Rights Enforcement

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Established 25 years ago at the turn of the century by the World Intellectual Property Organization (WIPO), World IP Day celebrates the unique contributions made by global inventors and creators. Over the past half century,...more

Hanzo

How to Handle Internal Investigations: Different Tactics for Different Triggers

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Internal investigations often start small. A complaint, a suspicious transaction, or a red flag in a routine audit. Most companies try to manage these issues internally, without specialized tools or external legal support....more

Jones Day

Blurring the Line Between the Dry and Wet Lab: Joint Inventorship in AI-Assisted Life Science Inventions

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In 2024, not one but two Nobel Prizes (in Chemistry and Physics) were awarded to researchers for their work in artificial intelligence ("AI"). Particularly noteworthy for the life science community is the Nobel Prize in...more

Carlton Fields

No Copyright Protection for AI-Assisted Creations: Thaler v. Perlmutter

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Dr. Stephen Thaler’s attempts to obtain intellectual property protection for artificial intelligence were once again shot down by the courts, when the U.S. Court of Appeals for the District of Columbia affirmed that the...more

Farella Braun + Martel LLP

Injunctive Relief Is Not Yet a Viable Remedy for Copyright Infringement Claims Involving GenAI

Since a February 11, 2025 decision by Judge Stephanos Bibas finding in favor of Plaintiff Thomson Reuters on copyright infringement during the model training process in Thomson Reuters Enterprise Centre GmbH et al. v. ROSS...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

Mayer Brown

Appellate Court Confirms Copyright Statute Limits Authorship to Humans, Foreclosing Copyright Registration for Content Solely...

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AT A GLANCE - On March 18, 2025, the United States Court of Appeals for the District of Columbia Circuit affirmed decisions by a lower court and the United States Copyright Office that human authorship is required to...more

MoFo Tech

D.C. Circuit Holds that Works Created Solely by AI are Not Copyrightable

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On March 18, 2025, the D.C. Circuit Court of Appeals affirmed the D.C. District Court’s and U.S. Copyright Office’s decisions, holding that a copyrighted work cannot be authored exclusively by an AI system. Computer...more

Sheppard Mullin Richter & Hampton LLP

Key Considerations Before Negotiating Healthcare AI Vendor Contracts

The integration of artificial intelligence (AI) tools in healthcare is revolutionizing the industry, bringing efficiencies to the practice of medicine and benefits to patients. However, the negotiation of third-party AI tools...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

Mintz

Trump Administration Receives 8,755 Comments for AI Action Plan — AI: The Washington Report

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The Trump administration’s Office of Science and Technology Policy received 8,755 comments in response to its Request for Information for the development of its AI Action Plan implementing the Trump AI Executive Order issued...more

Baker Donelson

D.C. Circuit Court Rules That Artificial Intelligence Cannot Solely Author Copyrightable Works

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The U.S. Court of Appeals for the District of Columbia Circuit recently affirmed that artificial intelligence (AI) cannot be the sole author on a copyright-registered work, but questions still remain as to the future of AI...more

Mintz - Intellectual Property Viewpoints

Understanding How to Patent Agentic AI Systems

Artificial intelligence is evolving beyond simple pattern recognition and content generation into autonomous decision-making. Agentic AI systems act independently—or with limited human supervision—to achieve specific...more

Knobbe Martens

Using Technology and Empowering Communities to Mitigate Wildfire Risk – The Story of FlameMapper

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In the latest episode of the Knobbe IP+ podcast, Knobbe Martens partner Mauricio Uribe speaks with Shea Broussard, Oliver Curtis, and Jim Kniss, the team behind FlameMapper, an AI-based solution for mitigating wildfire risk....more

Baker Donelson

Top Five AI Procurement Questions General Counsel for Manufacturers Should Consider

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Artificial intelligence (AI) is reshaping the future of manufacturing. As manufacturing operations shift back to the U.S. in response to recent tariff policies, general counsels (GCs) in the manufacturing sector face a...more

Dorsey & Whitney LLP

Generative AI and the Copyright Office - Part 2 of Long-Awaited Guidance, But Will It Continue?

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On January 29, the U.S. Copyright Office released Part 2 of its planned 3-part report on the legal and policy issues related to copyright and artificial intelligence (AI). Part 1 of the report, which was published in July...more

Bradley Arant Boult Cummings LLP

DC Circuit Affirms Decision That Copyright Statute Requires Some Amount of Human Authorship, Leaves More Difficult Questions for...

Does copyright law require that a human create a work? Yesterday the D.C. Circuit in Thaler v. Perlmutter held that it does and that a machine (such as a computer operating a generative AI program) cannot be designated as the...more

Perkins Coie

Copyright Office Solidifies Stance on the Copyrightability of AI-Generated Works

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Earlier this year, the U.S. Copyright Office released part two of its artificial intelligence (AI) report addressing the copyrightability of outputs created using generative AI. This new report is largely consistent with the...more

Lowndes

When the Machine Becomes the Creator: Artificial Intelligence v. the Human Creator Requirements of U.S. Copyright Law

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On March 18, 2025 the U.S. Supreme Court issued its decision in Stephen Thaler v. Shira Perlmutter et al., confirming that U.S. law requires human authorship. Specifically, the question presented to the Court was “can a...more

Maynard Nexsen

Tool or Inventor? – Inventorship Pitfalls When Using AI in R&D

Maynard Nexsen on

Generative AI is a subset of artificial intelligence that enables machines to generate content, such as words, images, voice, and even synthetic data. While Generative AI is relatively new technology, its origins from...more

J.S. Held

2025 J.S. Held Global Risk Report: Artificial Intelligence, Data & Digital Regulations

J.S. Held on

Artificial Intelligence (AI) has been touted as the answer to a multitude of business challenges. However, AI – along with machine learning and large language models (LLMs) – is still fraught with technical and regulatory...more

Barnea Jaffa Lande & Co.

Precedent-setting ruling by a US court on a copyright lawsuit against an artificial intelligence platform

A US court (in Delaware) recently handed down a precedent-setting ruling on a lawsuit filed by a copyright-owner, the media and technology conglomerate, Thomson Reuters, against the artificial intelligence platform, Ross...more

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