News & Analysis as of

Machine Learning Trade Secrets Patents

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

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 & Lardner LLP

AI Drug Development: FDA Releases Draft Guidance

Foley & Lardner LLP on

On January 6, 2025, the U.S. Food and Drug Administration (FDA) released draft guidance titled Considerations for the Use of Artificial Intelligence To Support Regulatory Decision-Making for Drug and Biological Products...more

Baker Botts L.L.P.

Intellectual Property Report January 2025

Baker Botts L.L.P. on

In an era of content creation, social media influencers are tasked with the creative job of building a personal brand to influence the general public’s purchasing decisions and lifestyle choices. Creating a brand identity...more

Baker Botts L.L.P.

Trade Secret Litigation: How Will AI Innovations Likely Be Litigated?

Baker Botts L.L.P. on

While trade secret law may not get as much attention as copyright battles, it’s going to be a major player in the future of AI. With decades of legal development, it’s an essential area where companies will need to protect...more

Orrick, Herrington & Sutcliffe LLP

4 Tips for Protecting Your AI Products

First of all, protect your intellectual property. You are at your core an IP business. The algorithms, the processes, the confidential information behind your products are all intellectual property, so consider how to protect...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

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

Sheppard Mullin Richter & Hampton LLP

AI Considerations in Government Contract Related M&A Transactions

As general interest and investment in AI has accelerated since the initial public launch of ChatGPT, so too has the U.S. federal government both increased its spending in the area and the speed with which it adopted...more

Baker Botts L.L.P.

Intellectual Property Report - August 2024

Baker Botts L.L.P. on

Be an Expert: Precedential PTAB Decision on Conclusory Expert TestimonyStutti TilwaA recent precedential decision from the Patent Trial and Appeal Board (“PTAB”) may serve as a warning for those parties who plan on relying on...more

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

The Pros And Cons Of Protecting AI As Trade Secrets

Trade secrets have become a de facto intellectual property right for securing valuable artificial intelligence information. Despite regulatory trends toward greater transparency of AI models, federal policy acknowledges,...more

Mayer Brown

Corporate Governance Spotlight: Considerations for Protecting Valuable AI-Related Assets

Mayer Brown on

In 2023, the world-wide value of intangible assets (e.g., contractual rights and intellectual property (IP), such as patents, copyrights, and proprietary technology) reached USD57.3 trillion, surpassing pre-pandemic levels...more

Proskauer Rose LLP

Question of the Week: What do you expect the biggest impacts of Generative AI (GenAI) to be on M&A in the next 12-18 months?

Proskauer Rose LLP on

"I expect to see an increased focus on GenAI-specific inquiries in the due diligence process and corresponding representations and warranties in purchase and merger agreements. Governing legal terms and conditions vary...more

Holland & Knight LLP

The Coming Shift from Patent to Trade Secret Protection for Generative AI Inventions

Holland & Knight LLP on

Generative artificial intelligence (AI) has the remarkable ability to develop novel solutions to problems, and patent law has historically protected those solutions. Under current statutes and jurisprudence, however, only...more

Bradley Arant Boult Cummings LLP

Navigating Data Ownership in the AI Age, Part 2: Frameworks Governing Data Ownership

The proliferation of AI-derived and processed data in the era of big data is occurring against a complex backdrop of legal frameworks governing ownership of and responsibilities with regard to that data. In a previous...more

Goodwin

How do intellectual property rights apply to generative AI outputs?

Goodwin on

Users probably own the outputs from GenAI tools but it is unlikely that they will be able to prevent others from copying them with patent or copyright protection....more

Mintz - Intellectual Property Viewpoints

Benefits of Using Copyrights to Protect Artificial Intelligence and Machine Learning Inventions

We previously discussed which portions of an artificial intelligence/machine-learning (“AI/ML”) platform could be patented or protected under trade secret, such as related to biotech and synthetic biology. Equally important...more

Foley & Lardner LLP

Top Legal Issues Facing the Manufacturing Sector in 2022

Foley & Lardner LLP on

As the global economy faces the third year of the pandemic, manufacturers are no longer focused on figuring out when things will return to “normal.” Instead, they are applying lessons learned from the past few years to become...more

Mintz - Intellectual Property Viewpoints

Benefits of and Best Practices for Protecting Artificial Intelligence and Machine Learning Inventions as Trade Secrets

We previously discussed which portions of an artificial intelligence/machine-learning (“AI/ML”) platform can be patented. Under what circumstances, however, is it best to keep at least a portion of the platform a trade...more

Mintz - Intellectual Property Viewpoints

AI in Biotech and Synthetic Biology: What Can Be Protected? What Should Be Kept Secret?

Machine learning (ML), bioinformatics, artificial intelligence (AI), and other computational tools have become ubiquitous in the biotech and synthetic biology industries because such technology allows for rapid processing of...more

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