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Intellectual Property Protection Machine Learning Patents

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

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...

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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

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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

Alston & Bird

Patent Case Summaries | Week Ending April 18, 2025

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Recentive Analytics, Inc. v. Fox Corp., et al., No. 2023-2437 (Fed. Cir. (D. Del.) Apr. 18, 2025). Opinion by Dyk, joined by Prost and Goldberg (sitting by designation). Recentive sued Fox for infringing four patents that...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

J.S. Held

Evolving Landscape of Technology Rights Enforcement

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Established 25 years ago at the turn of the century by the World Intellectual Property Organization (WIPO), World IP Day celebrates the unique contributions made by global inventors and creators. Over the past half century,...more

Jones Day

Blurring the Line Between the Dry and Wet Lab: Joint Inventorship in AI-Assisted Life Science Inventions

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In 2024, not one but two Nobel Prizes (in Chemistry and Physics) were awarded to researchers for their work in artificial intelligence ("AI"). Particularly noteworthy for the life science community is the Nobel Prize in...more

Carlton Fields

No Copyright Protection for AI-Assisted Creations: Thaler v. Perlmutter

Carlton Fields on

Dr. Stephen Thaler’s attempts to obtain intellectual property protection for artificial intelligence were once again shot down by the courts, when the U.S. Court of Appeals for the District of Columbia affirmed that the...more

Mintz - Intellectual Property Viewpoints

Understanding How to Patent Agentic AI Systems

Artificial intelligence is evolving beyond simple pattern recognition and content generation into autonomous decision-making. Agentic AI systems act independently—or with limited human supervision—to achieve specific...more

Maynard Nexsen

Tool or Inventor? – Inventorship Pitfalls When Using AI in R&D

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Generative AI is a subset of artificial intelligence that enables machines to generate content, such as words, images, voice, and even synthetic data. While Generative AI is relatively new technology, its origins from...more

MoFo Life Sciences

Navigating Inventorship in the Era of AI-Assisted Drug Discovery

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

Volpe Koenig

Artificial Ingenuity: Is Generative AI the New 'Person of Ordinary Skill' in Patent Law?

Volpe Koenig on

The concept of the "person of ordinary skill in the art" (POSITA) remains pivotal in patent law, particularly in evaluating obviousness under 35 U.S.C. § 103 and compliance with enablement and written description requirements...more

DLA Piper

China Releases Guidelines for AI-Related Invention Patent Applications

DLA Piper on

The China National Intellectual Property Administration ("CNIPA") issued the Guidelines for Patent Applications for Artificial Intelligence ("AI") Related Inventions (Trial Implementation) ("Guidelines") on 31 December 2024,...more

Mintz - Intellectual Property Viewpoints

Patenting AI/ML Life Sciences and TechBio Innovations – How Much Disclosure is Sufficient?

In recent years, the rapid advancement of artificial intelligence (AI) and machine learning (ML) technologies has sparked a wave of innovation across various sectors, particularly in life sciences. ML technologies have...more

Foley Hoag LLP

Conversations with the Industry: Jason Fiorillo, Boston Dynamics

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Jason Fiorillo, Chief Legal Officer and Secretary of Boston Dynamics, is a recognized leader in the robotics and AI industries and brings deep expertise in navigating the rapidly evolving intersections of technology,...more

McDermott Will & Emery

Assessing Inputs: Determining AI’s Role in US Intellectual Property Protections

The US Patent & Trademark Office (PTO) issued additional guidance on the contribution of artificial intelligence (AI) in its January 2025 AI Strategy. Similarly, the US Copyright Office issued part two of its “Copyright and...more

WilmerHale

PTAB/USPTO Update - February 2025

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On January 20, the same day Donald Trump was sworn in as president, Coke Morgan Stewart was sworn in as the Acting Deputy Under Secretary of Commerce for Intellectual Property and Acting Deputy Director of the United States...more

Fenwick & West LLP

DeepSeek, Model Distillation, and the Future of AI IP Protection

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A flurry of developments in late January 2025 has caused quite a buzz in the AI world. On January 20, DeepSeek released a new open-source AI model called R1 and an accompanying research paper....more

Baker Botts L.L.P.

Intellectual Property Report February 2025

Baker Botts L.L.P. on

It is well established that “a petitioner in an inter partes review … is not permitted to assert a ground of unpatentability under 35 U.S.C. § 112.” Dexcowin Golabl, Inc. v. Aribex, Inc., IPR2016-00436, Paper 12 (PTAB July 7,...more

Polsinelli

USPTO Announces New Artificial Intelligence Strategy

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Synopsis: On January 14, 2025, the USPTO unveiled a new Artificial Intelligence (AI) Strategy, which outlines responsible implementation of AI within the agency and more generally across the intellectual property (IP)...more

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

AI IP Year in Review - Five Key Takeaways from the 2024 House Judiciary Hearing on AI-Assisted Inventions and Creative Works

As companies—and more recently, courts—have struggled to address the role of artificial intelligence (AI) in innovation, legislators are embroiled in a struggle of their own. Over the past two years, the Senate and House have...more

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