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Machine Learning United States Patent and Trademark Office Inventions

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

Jones Day

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

Jones Day on

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

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

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 - 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

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

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

AI IP Year in Review - Patent Law and Generative AI 101

While Artificial Intelligence (AI) solutions, such as predictive AI, have been around for decades, generative AI systems are recent innovations with far reaching implications for patent law. Generative AI, such as ChatGPT,...more

Fenwick & West LLP

What is the IP Risk Profile in AI Drug Discovery?

Fenwick & West LLP on

The scientific benefits and legal risks of AI-driven drug discovery are consequential. But recent IP law decisions allude to a general concept that IP rights will not be awarded if AI completely or significantly replaces...more

Troutman Pepper Locke

Leveraging Policy Changes to Achieve AI Patent Eligibility

Troutman Pepper Locke on

The patent landscape for artificial intelligence is poised to undergo significant transformation. Originally published in Law360 - August 23, 2024....more

Robinson+Cole Data Privacy + Security Insider

Microsoft Filed Patent Application on Method for Eliminating Artificial Intelligence Hallucinations

Microsoft is developing a way to eliminate hallucinations, or false responses, in artificial intelligence (AI) models. It filed U.S. Patent Application No. 18/140,658, entitled “Interacting with a Language Model using...more

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

Key Inventorship Considerations in AI-assisted Drug Development

The utilization of artificial intelligence (“AI”) is becoming ubiquitous across a wide range of industry sectors. The biotech industry is no exception. AI-driven platforms have become increasingly useful to biotech...more

Keating Muething & Klekamp PLL

Intellectual Property Law in the Age of Generative AI

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

Procopio, Cory, Hargreaves & Savitch LLP

Overcoming Obstacles to Securing Patents for AI-Related Inventions

Companies in multiple industries are experimenting with artificial intelligence to generate specific solutions to long-standing challenges. To this end, numerous companies are filing patent applications for inventions...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

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

Paul Hastings LLP

Artificial Intelligence Patents: Reflections on Recent US v EU v UK Approaches

Paul Hastings LLP on

The rapid increase in innovation and popularity surrounding AI, its capabilities and seemingly endless applications has created a technological revolution, the magnitude of which hasn’t been seen for decades. This has led to...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

Woods Rogers on

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

Mintz - Antitrust Viewpoints

USPTO Issues Guidance on AI Use to Patent Professionals — AI: The Washington Report

Pursuant to President Biden’s October 2023 executive order on AI, on April 11, 2024, the United States Patent and Trademark Office (USPTO or Office) published “Guidance on Use of Artificial Intelligence-Based Tools in...more

Sunstein LLP

AI in the Patent Landscape: USPTO Directive Explores Inventorship Dynamics

Sunstein LLP on

In response to the rapidly evolving landscape of innovation and the integration of artificial intelligence (AI) into creative processes, the United States Patent and Trademark Office (USPTO) issued guidance effective February...more

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