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Machine Learning Inventors

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

Maynard Nexsen

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

Maynard Nexsen on

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

Mintz - Intellectual Property Viewpoints

USPTO Issues Artificial Intelligence Strategy

Artificial Intelligence (AI) in intellectual property is as big – and as fast-changing – a topic as ever. On January 14, 2025, the U.S. Patent and Trademark Office (USPTO) published an Artificial Intelligence Strategy...more

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

AI IP Year in Review - The U.S. Copyright Office’s Position on the Copyrightability of Works Made with the Assistance of...

Since platforms like Midjourney and DALL-E became popular, using text-to-image models to generate “AI art” has surged, making it increasingly difficult to distinguish between AI-generated art and human-created works. This...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

Fish & Richardson

Protecting Innovation in an AI-Powered Age: Patents

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With the advent of generative artificial intelligence (or “GenAI”), many companies have begun to shift their innovation strategies to incorporate and rely on GenAI tools. These tools can be powerful drivers of technological...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

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

Sheppard Mullin Richter & Hampton LLP

The Double-Edged Sword of AI in Patent Drafting and Prosecution

*prepared with the assistance of artificial intelligence - In the rapidly evolving landscape of intellectual property law, artificial intelligence (AI) has emerged as a powerful tool for attorneys and inventors alike. AI...more

Fenwick & West LLP

False Claims of Patent Protection Can Be False Advertising Under Lanham Act

Fenwick & West LLP on

Patented technologies or features can be valuable selling points, setting your products apart from the competition. But when advertising or marketing materials overstate the scope of patent or other IP rights, they may create...more

IMS Legal Strategies

Using Innovative Technology to Advance Trial Strategies | Episode 70

IMS Legal Strategies on

Discover how advancements in jury research technology are giving trial teams a competitive advantage. This episode features IMS Senior Jury Consulting Advisor Chris Dominic alongside clients Trent Webb and Lauren Douville,...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

BakerHostetler

Key Points from the USPTO’s New Guidance on AI Use

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The U.S. Patent and Trademark Office (USPTO) recently issued guidance on the use of artificial intelligence (AI), particularly generative AI, in Intellectual Property (IP) practices involving documents filed at the USPTO....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

Jones Day

The Tokyo District Court Holds an Artificial Intelligence System Cannot Be an Inventor Under Japanese Patent Law

Jones Day on

Following similar decisions in other countries, a Japanese court held for the first time on May 16, 2024, that an inventor in the Patent Act is limited to a natural person and does not include an artificial intelligence...more

Goodwin

Eight on AI: Quick Considerations on Patenting Drug Discovery Therapeutics using Artificial Intelligence (AI) and Life...

Goodwin on

Many life science companies are using AI/ML to identify new disease targets and new therapeutics, predict the efficacy and toxicity of potential clinical therapeutic candidates, design clinical trials and dosing or treatment...more

Fenwick & West LLP

Balancing AI-Powered Drug Discovery’s Risk and Reward

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AI is shaving years off the drug-discovery process. But it’s not just leaving other research modalities in the dust—the law itself is struggling to keep up, especially when it comes to patenting AI-aided drug discovery....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

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