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Patent-Eligible Subject Matter › Machine Learning › Intellectual Property Protection

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

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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

Williams Mullen

PODCAST: Williams Mullen's Trending Now: An IP Podcast - Who Owns AI Innovation? IP in the Age of Artificial Intelligence

Williams Mullen on

On this episode of Trending Now – An IP Podcast, Janet Cho and former summer associate Evan Klick* explore the evolving intersection of artificial intelligence (AI) and intellectual property (IP) law in the life sciences...more

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

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

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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

Kilpatrick

3 Key Takeaways | Part Two: From Copyright to Patents: Global IP and Legal Issues in GenAI Innovations

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Kilpatrick’s Charles Gray, who focuses his practice on patent counseling and prosecution of both U.S. and international patent applications, recently joined other firm thought leaders to discuss “From Copyright to Patents:...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

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

McCarter & English, LLP on

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

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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

WilmerHale

Federal Circuit Opinion on Patent Eligibility of Machine Learning Applications Underscores Potential Value of Trade Secrecy to...

WilmerHale on

On April 18, 2025, the Federal Circuit published an opinion in Recentive Analytics, Inc. v. Fox Corp. holding that patents claiming the application of existing machine learning models “to new data environments, without...more

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

AI IP Year in Review - AI Developments at the USPTO

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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

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.

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

Harris Beach Murtha PLLC

Strategies for Patenting AI-Related Inventions

Harris Beach Murtha PLLC on

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

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

Baker Botts L.L.P.

The Importance of Prong Two of Step 2A for AI inventions

Baker Botts L.L.P. on

Under the direction of President Biden’s executive order on artificial intelligence (AI), the United States Patent and Trademark Office (USPTO) issued a guidance update on the subject matter eligibility analysis “to promote...more

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

AI Inventorship: Navigating Patent Rights Around the Globe

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Recently, the United States Patent and Trademark Office (USPTO) released proposed guidelines addressing the complex issue of AI inventorship. The PTO is not the only agency attempting to tackle this issue; jurisdictions...more

Jones Day

USPTO Issues Patent Eligible Subject Matter Guidance for AI Inventions

Jones Day on

The Situation: Concerns that uncertain and unpredictable patent subject matter eligibility jurisprudence thwarts U.S. economic and technological advancements are especially acute in the fast advancing AI space. Stakeholders...more

Mayer Brown

USPTO Provides Insight Into Patent Eligibility in the Context of AI

Mayer Brown on

As required by President Joe Biden’s Executive Order on the Safe, Secure, and Trustworthy Development and Use of Artificial Intelligence, the United States Patent and Trademark Office (“USPTO”) issued the Guidance on Patent...more

Fox Rothschild LLP

New USPTO Guidance Describes Patent Eligibility for Inventions That Use AI

Fox Rothschild LLP on

The United States Patent and Trademark Office (USPTO) has issued a new guidance document that is intended to help identify when a process or system that uses artificial intelligence (AI) tools may be eligible for patenting. ...more

Woods Rogers

Industry Reacts to USPTO Guidance on Using AI to Innovate

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Further to Woods Rogers’s recent e-alert, the U.S. Patent & Trademark Office (USPTO) issued guidance on the patentability of inventions developed using artificial intelligence (AI). The guidance—which has sparked a flurry of...more

American Conference Institute (ACI)

[Event] 22nd Advanced Summit on Life Sciences - May 29th - 30th, New York, NY

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Hosted by American Conference Institute, the 22nd Advanced Summit on Life Sciences Patents returns for another exciting year with curated programming that will provide practical insights on how to maximize your patent term...more

Troutman Pepper Locke

USPTO's Guidance on Inventorship of AI-Assisted Inventions Remains True to Fundamental Principles, But May Not Be the Right Test

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The U.S. Patent and Trademark Office (USPTO) recently issued guidance on inventorship determinations for inventions developed with the assistance of artificial intelligence (AI-assisted inventions). Inventorship of...more

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