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Machine Learning Artificial Intelligence Patent-Eligible Subject Matter

Fish & Richardson

Federal Circuit Clarifies Limits of Patent Eligibility for Machine Learning Claims

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In a decision with implications for machine learning-related patent filings, the Federal Circuit in Recentive Analytics, Inc. v. Fox Corp., No. 2023-2437 (Fed. Cir. Apr. 18, 2025), affirmed the District of Delaware’s...more

MoFo Life Sciences

Patent-Eligibility Considerations & Prosecution Strategies for AI-Based Life Sciences Patent Applications

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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

McCarter & English, LLP

Court Short-Circuits Artificial Intelligence Patents: Federal Circuit Tightens Standards for Patent Eligibility

What does it take to patent an invention on artificial intelligence or machine learning? According to a recent federal appeals court decision, it takes more than just applying a known technique to new data. Rather, the patent...more

Mintz - Intellectual Property Viewpoints

Recentive Analytics v. Fox: The Federal Circuit Provides Analysis on the Patent Eligibility of Machine Learning Claims

On April 18, 2025, the Federal Circuit remained consistent with previous Alice decisions by holding that four machine learning patents involved in a dispute between Recentive Analytics, Inc. and Fox Corp. were ineligible...more

Quarles & Brady LLP

New Federal Circuit Decision - Expect Getting AI/Machine Learning Patents Past 101 to Get Tougher

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The Federal Circuit recently issued a decision in Recentive Analytics, Inc. v. Fox Corp., invalidating the patent claims at issue as directed to ineligible subject matter under 35 U.S.C. § 101. In what it noted was a case of...more

Haug Partners LLP

The Application of Generic Machine Learning to New Data Environments Requires “Something More” to be Patent Eligible

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On April 18, 2025, the Federal Circuit issued an opinion in Recentive Analytics, Inc. v. Fox Corp. addressing for the first time whether patents that claim no more than the application of generic machine learning to a new...more

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

Dinsmore & Shohl LLP on

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

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

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

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

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

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

AI IP Year in Review - AI Developments at the USPTO

Navigating Inventorship of AI-Assisted Inventions: USPTO’s Guidance and Implications - The USPTO issued guidance on AI-assisted inventions on February 13, 2024. This guidance is part of the USPTO’s ongoing efforts to address...more

MoFo Tech

USPTO's AI Strategy: Key Focus Areas and Insights

MoFo Tech on

The United States Patent and Trademark Office (USPTO) has released a strategy document outlining organizational initiatives, trends, and goals relating to artificial intelligence (AI). The USPTO Artificial Intelligence...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

Mintz - Intellectual Property Viewpoints

Overcoming Patent Challenges for AI/ML-Assisted Life Sciences (TechBio) Inventions: Strategies for Navigating Section 101 at the...

The integration of artificial intelligence (AI) and machine learning (ML) into the life sciences field has created exciting new opportunities for advancements in diagnostics, therapeutics, and personalized medicine. However,...more

Troutman Pepper Locke

Leveraging Policy Changes to Achieve AI Patent Eligibility

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The patent landscape for artificial intelligence is poised to undergo significant transformation. Originally published in Law360 - August 23, 2024....more

A&O Shearman

Election Results Are In—Here’s How IP Disputes Policy May Change.

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Intellectual property policy may not have driven many voters to the polls on November 7, but change was on the ballot. Below, we summarize changes in U.S. intellectual property law that you might see starting in January 2025....more

Harris Beach Murtha PLLC

Strategies for Patenting AI-Related Inventions

The rapid advancement of artificial intelligence has created unprecedented opportunities for innovation, but securing patent protection for AI-related inventions remains challenging under current U.S. patent law....more

Keating Muething & Klekamp PLL

Intellectual Property Law in the Age of Generative AI

The recent surge of accessible generative AI (“GenAI”) tools has kept attorneys, particularly those in the intellectual property, technology, data privacy, and cybersecurity spaces, on their toes. Within the intellectual...more

Jones Day

USPTO Extends Comment Deadline on Patent Eligible Subject Matter Guidance for AI Inventions

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The USPTO has extended the public comment deadline in order to afford all stakeholders an opportunity to weigh in on the subject matter eligibility of AI inventions....more

ArentFox Schiff

USPTO Issues Updated AI Subject Matter Eligibility Guidance

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The US Patent and Trademark Office (USPTO) recently issued its 2024 Guidance on Patent Subject Matter Eligibility and July 2024 Subject Matter Eligibility Examples. This latest update builds on the 2019 Guidance by providing...more

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