News & Analysis as of

Machine Learning Technology Patents

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

DarrowEverett LLP

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

DarrowEverett LLP on

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

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

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

McDermott Will & Emery

Broadcast Alert! Applying Conventional Machine Learning to New Data Isn’t Patent Eligible

McDermott Will & Emery on

The US Court of Appeals for the Federal Circuit affirmed a district court’s ruling that patents applying established machine learning methods to new data are not patent eligible under 35 U.S.C. §101. Recentive Analytics, Inc....more

J.S. Held

Evolving Landscape of Technology Rights Enforcement

J.S. Held on

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

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

Fenwick & West LLP

Healthtech Patents: What Alivecor v. Apple Means for AI-Powered Innovation

Fenwick & West LLP on

A major Federal Circuit ruling just sent a clear message to AI-driven healthtech companies: AI alone won’t get you a patent....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

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

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

IP Hot Topic: USPTO Publishes FAQs on Inventorship Guidance for AI-Assisted Inventions

Following the Inventorship Guidance for AI-Assisted Inventions, the United States Patent & Trademark Office (USPTO) has published a set of frequently asked questions (FAQs) and answers regarding the guidance...more

Goodwin

Four Steps to Maximize AI Innovation in Medtech

Goodwin on

Investment in artificial intelligence (AI) is rising fast. The International Data Corporation projects global spending on AI R&D will reach $632 billion by 2028, more than twice the expected total for 2024....more

MoFo Life Sciences

The Importance Of Patents For ML-Based Medical Device Inventions

MoFo Life Sciences on

The use of machine learning (ML) in the medical device field has greatly expanded in recent years, becoming increasingly important to the product offerings of many medical device companies....more

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