News & Analysis as of

Machine Learning Patents

Eversheds Sutherland (US) LLP

First impressions: Federal Circuit finds applied AI claims ineligible for patenting under 35 USC 101

Answering a much-anticipated question of first impression, the Federal Circuit affirmed an Eastern District of Pennsylvania decision that invalidated machine learning-related patent claims as ineligible subject matter under...more

Dinsmore & Shohl LLP

Patent Claims Running on AI? Federal Circuit Says Not So Fast on Patent Eligibility

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The question of whether machine learning (ML)-based claims meet the subject matter eligibility requirements under current U.S. patent law remains hotly contested. The U.S. Court of Appeals for the Federal Circuit (CAFC)...more

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

Federal Circuit’s First Alice-Analysis for Machine Learning Patents

On Friday, April 18, 2025, the Federal Circuit addressed a question of first impression regarding the validity of certain machine-learning patents under Section 101 in Recentive Analytics, Inc. v. Fox Corp., et al.,...more

Hudnell Law Group

Federal Circuit Issues First Word on AI Patent Eligibility

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On April 18, 2025, the United States Court of Appeals for the Federal Circuit affirmed the dismissal of a patent infringement suit brought by Recentive Analytics, Inc. against Fox Corporation. See Recentive Analytics, Inc. v....more

Lowenstein Sandler LLP

Federal Circuit Tightens Standards for AI-related Patent Eligibility

Lowenstein Sandler LLP on

Summary: In Recentive Analytics, Inc. v. Fox Corp., No. 2023-2437 (Fed. Cir. Apr. 18, 2025), the Federal Circuit delivered a clear warning: simply applying generic AI-based models to new environments is not enough to secure...more

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

Fitch, Even, Tabin & Flannery LLP

IP Alerts: Federal Circuit Addresses Subject Matter Eligibility of Claims Involving Generic Machine Learning

On April 18, in Recentive Analytics, Inc., v. Fox Corp., which presented a question of first impression, the Federal Circuit held that claims that do no more than apply established methods of machine learning to a new data...more

Holland & Knight LLP

Federal Circuit: Machine Learning Patents Fail Section 101 Patent Eligibility Challenge

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The Federal Circuit's recent decision in Recentive Analytics, Inc. v. Fox Corp. (April 18, 2025) has garnered a lot of attention. This is not surprising: It hits on hot topics such as machine learning, artificial intelligence...more

Arnall Golden Gregory LLP

Federal Circuit Delivers Blow to AI-Based Patents in Precedential Decision

On April 18, 2025, the U.S. Court of Appeals for the Federal Circuit issued a precedential opinion in Recentive Analytics, Inc. v. Fox Corp. The Federal Circuit held that the Asserted Patents — which relate to methods of...more

McDermott Will & Emery

Broadcast Alert! Applying Conventional Machine Learning to New Data Isn’t Patent Eligible

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The US Court of Appeals for the Federal Circuit affirmed a district court’s ruling that patents applying established machine learning methods to new data are not patent eligible under 35 U.S.C. §101. Recentive Analytics, Inc....more

Baker Botts L.L.P.

Federal Circuit Refines Section 101 Eligibility as Applied to Machine Learning Patents

Baker Botts L.L.P. on

On April 18, 2025, the United States Court of Appeals for the Federal Circuit ("Federal Circuit") issued a significant decision in Recentive Analytics, Inc. v. Fox Corp., affirming dismissal, by the District Court of...more

MoFo Tech

Recentive: Federal Circuit’s Patent-Eligibility Guideposts for Machine-Learning Inventions

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In one of the first cases from the Federal Circuit addressing patent eligibility for machine-learning (ML) inventions, the court ruled that applying “generic” ML techniques to a new data environment to automate a task...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

Lathrop GPM

Federal Circuit Holds Machine Learning Patent Claims That Don’t Improve the Technology Are Patent Ineligible

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On April 18, 2025, the U.S. Court of Appeals for the Federal Circuit (CAFC) decided a case of first impression regarding the intersection of patent claims directed to machine learning training and patentable subject matter...more

McDonnell Boehnen Hulbert & Berghoff LLP

Recentive Analytics, Inc. v. Fox Corp. (Fed. Cir. 2025)

For the last several years, patentees and patent practitioners have been waiting for the Federal Circuit to weigh in on the patent eligibility of machine learning models. There was an expectation that, like any other...more

Schwabe, Williamson & Wyatt PC

Latest Federal Court Cases: Recentive Analytics, Inc., v. Fox Corp.

Recentive Analytics, Inc., v. Fox Corp., Appeal No. 2023-2437 (Fed. Cir. Apr. 18, 2025) In our Case of the Week, the Federal Circuit addressed a question of first impression concerning whether developments in machine...more

Womble Bond Dickinson

USPTO's AI Patent Eligibility Guidance, Vincent Look

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In 2024, the USPTO published guidance on whether an AI-based invention is patent eligible. The guidance includes three hypothetical inventions, including one relating to using an artificial neural network for data anomaly...more

Hogan Lovells

Navigating AI patent applications in China: Key insights from CNIPA’s new examination guidelines

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On 31 December 2024, the China National Intellectual Property Administration (CNIPA) adopted the "Guidelines for Patent Applications for AI-Related Inventions (Trial Implementation)", aiming to shed light on the specific...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

Fenwick & West LLP

Healthtech Patents: What Alivecor v. Apple Means for AI-Powered Innovation

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A major Federal Circuit ruling just sent a clear message to AI-driven healthtech companies: AI alone won’t get you a patent....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

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

Maynard Nexsen

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

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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

MoFo Life Sciences

Navigating Inventorship in the Era of AI-Assisted Drug Discovery

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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

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