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Section 101 Machine Learning Patent Applications

BakerHostetler

Navigating Patent Eligibility in the Age of AI: Strategic Insights from the USPTO’s August 2025 Guidance

BakerHostetler on

The August 4, 2025 memorandum (Memo) issued by the U.S. Patent and Trademark Office (USPTO) clarifies how examiners should approach subject matter eligibility under 35 U.S.C. § 101. Importantly, the Memo provides critical...more

Morgan Lewis

USPTO Memo Clarifies AI/ML Patent Eligibility Rules

Morgan Lewis on

Deputy Commissioner for Patents Charles Kim issued a memorandum to three technology centers reminding examiners how subject matter eligibility should be evaluated under 35 USC § 101. These technology centers often handle...more

Fitch, Even, Tabin & Flannery LLP

USPTO Issues Guidance Clarifying Subject Matter Eligibility for AI and Software Claims

On August 4, the USPTO issued a Memorandum to examiners in Technology Centers 2100, 2600, and 3600, providing reminders and clarifications on evaluating subject matter eligibility under 35 U.S.C. § 101. This guidance is...more

Foley & Lardner LLP

USPTO Clarifies Eligibility Examination Standards for Software Innovations

Foley & Lardner LLP on

On August 4, 2025, the U.S. Patent and Trademark Office (USPTO) released a new memorandum to patent examiners in Technology Centers 2100, 2600, and 3600, providing targeted reminders on evaluating subject matter eligibility...more

Bracewell LLP

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

Bracewell LLP on

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

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

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

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

Sheppard Mullin Richter & Hampton LLP

Machine Learning Patentability in 2019: 5 Cases Analyzed and Lessons Learned Part 4

This article is the fourth in a five-part series. Each of these articles relates to the state of machine-learning patentability in the United States during 2019. Each of these articles describe one case in which the PTAB...more

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