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Patent-Eligible Subject Matter › Machine Learning › United States Patent and Trademark Office

Patent-Eligible Subject Matter refers to the types of inventions that can be legally patented. The criteria for patentability varies depending on the jurisdiction. In the United States, for instance, if a... more +
Patent-Eligible Subject Matter refers to the types of inventions that can be legally patented. The criteria for patentability varies depending on the jurisdiction. In the United States, for instance, if a researcher discovers a naturally occurring substance, the substance itself cannot be patented. This issue was examined in a United States Supreme Court case, AMP v. Myriad, in regard to the patentability of human genes.  less -
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

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

IP Hot Topic: The USPTO Publishes Reminders to Examiners on Evaluating Subject Matter Eligibility

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

The United States Patent and Trademark Office (USPTO) issued a memorandum on August 4, 2025, to provide reminders to Examiners in software-related arts, including artificial intelligence (AI) and machine learning, regarding...more

Fitch, Even, Tabin & Flannery LLP

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

Fitch, Even, Tabin & Flannery LLP on

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

ArentFox Schiff

USPTO Aims to Boost Patent Eligibility of AI and ML Inventions

ArentFox Schiff on

The US Patent and Trademark Office (USPTO) has issued new guidance to clarify and improve the evaluation of patent eligibility for artificial intelligence (AI) and machine learning (ML) inventions in order to foster...more

MoFo Tech

USPTO Internal Memo Suggests that Patenting AI Inventions May Become Easier

MoFo Tech on

The USPTO has issued an internal memorandum that may make it easier to patent software, in particular AI-related software inventions. In recent years, the USPTO has found certain software inventions to be patent-ineligible...more

MoFo Life Sciences

Subject Matter Eligibility of AI Medical Treatments

MoFo Life Sciences on

Artificial intelligence (AI) has quickly become a springboard for breakthroughs in personalized medicine, enhanced medical imaging, and predictive modeling for drug development. And given the role it played in two recent...more

WilmerHale

Federal Circuit Patent Watch: Patents That Merely Claim Applying Machine Learning to a New Field of Use Are Not Patent Eligible

WilmerHale on

Stark, J. Sage Products, LLC (“Sage”) challenged a Patent Trial and Appeal Board (“Board”) decision finding two of Sage’s patents unpatentable. After the original appellee, Becton, Dickinson and Co., withdrew, the Director of...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

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

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

Arnall Golden Gregory LLP

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

Arnall Golden Gregory LLP on

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

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

McDonnell Boehnen Hulbert & Berghoff LLP

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

McDonnell Boehnen Hulbert & Berghoff LLP on

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

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

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

AI IP Year in Review - AI Developments at the USPTO

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

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

Fish & Richardson on

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...

Mintz - Intellectual Property Viewpoints on

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

Troutman Pepper Locke on

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.

A&O Shearman on

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

Keating Muething & Klekamp PLL

Intellectual Property Law in the Age of Generative AI

Keating Muething & Klekamp PLL on

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

Jones Day on

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

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