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Patents Machine Learning

MoFo Life Sciences

Subject Matter Eligibility of AI Medical Treatments

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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

Baker Botts L.L.P.

Intellectual Property Report June 2025

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Key Takeaway: This article explores the unique procedural and strategic considerations for litigating SEP cases at the ITC, and what to know when navigating this complex and evolving landscape. The U.S. International Trade...more

Bennett Jones LLP

Protecting Innovation in Oil and Gas: AI, Automation and the High-Tech Frontier

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In May 2025, Canada’s natural resources minister expressed the government’s intention for reduced approval timelines for major energy projects from five years to two....more

Sheppard Mullin Richter & Hampton LLP

PTAB Rejects AI-Driven Medical Patent – Not for Novelty, But Eligibility

In a recent decision with important implications for artificial intelligence (AI) driven innovation, the Patent Trial and Appeal Board (PTAB) denied a patent for an AI-based medical tool. The refusal was not because the...more

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

U.S. IP Update – May 2025

Sterne Kessler’s U.S. IP Update is a newsletter delivering the latest developments in U.S. intellectual property law, tailored for companies and legal counsel in Korea. Stay informed on key court decisions, policy changes,...more

Sheppard Mullin Richter & Hampton LLP

AI Drives Need for New Open Source Licenses – Linux Publishes the OpenMDW License

For many reasons, existing open source licenses are not a good fit for AI. Simply put, AI involves more than just software and most open source licenses are designed primarily for software. Much work has been done by many...more

Miller Nash LLP

First Machine Learning Patent Ruling: Invalid or Just Obvious?

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On April 18, 2025, the Court of Appeals for the Federal Circuit (CAFC) ruled in Recentive Analytics Inc. v. Fox Corp. et al. that new uses for established machine learning do not make the claims patent-eligible....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

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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

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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

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

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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

DarrowEverett LLP

Generative AI and Trade Secrets: A New Frontier for IP Litigation

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As legal and business professionals focused on protecting intellectual property—especially those of us in business litigation—it's crucial to stay attuned to the expanding influence of generative AI (“GenAI”). While patents...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

Baker Botts L.L.P.

Federal Circuit Refines Section 101 Eligibility of Machine Learning Inventions

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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., Case No. 2023-2437 (Apr. 18, 2025), affirming...more

Baker Botts L.L.P.

Intellectual Property Report May 2025

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., Case No. 2023-2437 (Apr. 18, 2025), affirming...more

Haug Partners LLP

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

Haug Partners LLP on

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

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

A&O Shearman

The CAFC Found Machine Learning Patents Ineligible Subject Matter Under § 101

A&O Shearman on

On April 18, 2025, the U.S. Court of Appeals for the Federal Circuit (“CAFC”) affirmed a decision by the U.S. District Court for the District of Delaware (“district court”) that found four Recentive Analytics, Inc....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

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

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

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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

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