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Machine Learning Patent-Eligible Subject Matter Patent Applications

Holland & Knight LLP

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

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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

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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

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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

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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

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

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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

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

Harris Beach Murtha PLLC

Strategies for Patenting AI-Related Inventions

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

Jones Day

USPTO Extends Comment Deadline on Patent Eligible Subject Matter Guidance for AI Inventions

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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

Fox Rothschild LLP

New USPTO Guidance Describes Patent Eligibility for Inventions That Use AI

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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

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

Stinson LLP

USPTO Issues Guidance for Determining Inventorship in AI-assisted Inventions

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The United States Patent and Trademark Office (USPTO) recently issued its Inventorship Guidance for AI-assisted Inventions for determining inventorship where artificial intelligence (AI) is used during the invention process....more

Rothwell, Figg, Ernst & Manbeck, P.C.

The USPTO’s Inventorship Guidance for AI-Assisted Inventions

Last year, the USPTO ruled that an artificial intelligence (AI) cannot be listed as an inventor on a patent application. See USPTO Says AI Machine Cannot Qualify as an Inventor (e.g., “Robert Bahr, Deputy Commissioner for...more

Fitch, Even, Tabin & Flannery LLP

[Webinar] AI Is Coming to an Invention Near You - July 21st, 9:00 am - 10:00 am PDT

Artificial Intelligence (AI) is everywhere and it’s evolving. AI finds application in virtually every technology and business paradigm. If you haven’t seen it already, AI is coming soon to an invention near you and can be...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

Mintz - Intellectual Property Viewpoints

Patenting Considerations for Artificial Intelligence in Biotech and Synthetic Biology – Part 2: Key Issues in Patent Subject...

In our first blog in this multi-part series, we explored key considerations for protecting artificial intelligence (“AI”) inventions in biotech and synthetic biology. In this part 2 of the series, we will examine some key...more

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