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Machine Learning Patents Patent Applications

Bracewell LLP

Recentive v. Fox: Machine-Learning Claims Fail to Make the Grade

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The patent eligibility of claims involving the use of machine learning (ML) was recently considered by the US Court of Appeals for the Federal Circuit (CAFC) in Recentive Analytics, Inc. v. Fox Corp., Case No. 2023-2437 (Fed....more

Fish & Richardson

Federal Circuit Clarifies Limits of Patent Eligibility for Machine Learning Claims

Fish & Richardson on

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

Adams & Reese

How to Protect Your Patent and Safeguard Your IP

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(A&R Vets to Ventures features a co-authored article with our friends from Data² - a veteran-owned small business that leverages advanced analytics, data science, machine learning, and AI to enable organizations to harness...more

MoFo Life Sciences

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

MoFo Life Sciences on

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

Quarles & Brady LLP

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

Quarles & Brady LLP on

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

Kilpatrick

Federal Circuit Clarifies Patent Eligibility of Inventions Involving the Use of Machine Learning Models

Kilpatrick on

In Recentive Analytics, Inc. v. Fox Corp., No. 2023-2437, slip op. at 18 (Fed. Cir. April 18, 2025), the Federal Circuit held that “patents that do no more than claim the application of generic machine learning to new data...more

Kilpatrick

5 Key Takeaways | AI and Your Patent Management, Strategy & Portfolio

Kilpatrick on

Kilpatrick’s Tyler McAllister recently spoke on a panel at The IP Strategy Summit in Seattle. The panel, “AI and Your Patent Management, Strategy & Portfolio” covered how you can leverage AI for efficient patent portfolio...more

MoFo Life Sciences

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

MoFo Life Sciences on

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

Holland & Knight LLP

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

Holland & Knight LLP on

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

MoFo Tech

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

MoFo Tech on

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

Lathrop GPM

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

Lathrop GPM on

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

Womble Bond Dickinson

USPTO's AI Patent Eligibility Guidance, Vincent Look

Womble Bond Dickinson on

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

Hogan Lovells on

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

Carlton Fields

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

Carlton Fields on

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

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

MoFo Life Sciences

Navigating Inventorship in the Era of AI-Assisted Drug Discovery

MoFo Life Sciences on

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

DLA Piper

China Releases Guidelines for AI-Related Invention Patent Applications

DLA Piper on

The China National Intellectual Property Administration ("CNIPA") issued the Guidelines for Patent Applications for Artificial Intelligence ("AI") Related Inventions (Trial Implementation) ("Guidelines") on 31 December 2024,...more

Baker Botts L.L.P.

AI For Patent Drafting in 2025

Baker Botts L.L.P. on

Can AI be used to draft a patent application? The answer is complicated. The capabilities of AI have been advancing very rapidly, which seems to suggest that it could be possible. For example, at the end of 2024, a leap...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

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

IP Hot Topic: USPTO Publishes FAQs on Inventorship Guidance for AI-Assisted Inventions

Following the Inventorship Guidance for AI-Assisted Inventions, the United States Patent & Trademark Office (USPTO) has published a set of frequently asked questions (FAQs) and answers regarding the guidance...more

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

AI IP Year in Review - Patent Law and Generative AI 101

While Artificial Intelligence (AI) solutions, such as predictive AI, have been around for decades, generative AI systems are recent innovations with far reaching implications for patent law. Generative AI, such as ChatGPT,...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

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

AI Intellectual Property Year in Review - Analysis & Trends - 1st Edition

Artificial intelligence (AI) is reshaping industries, including the legal profession, with a significant impact on patent law. In 2024, the U.S. Patent and Trademark Office (USPTO) and the courts continued to address emerging...more

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