Who Owns the IP an LLM Creates? Understanding the Complexities

Who Owns the IP an LLM Creates? Understanding the Complexities

AI intellectual property ownership is one of the most pressing legal questions facing businesses today. As large language models and generative AI tools become integral to business operations, determining who owns the content, code, and creative works that AI produces has become a critical concern. The answer is more complicated than most business owners realize, with implications for copyright, patent, trade secret, and contract law that can affect your bottom line.

Howard East’s corporate attorneys advise businesses on AI-related intellectual property issues across Illinois, Missouri, and New York.

The Copyright Question

IP LLM createsUnder current U.S. copyright law, copyright protection requires human authorship. The U.S. Copyright Office has consistently held that works generated entirely by AI without meaningful human creative input are not copyrightable. This creates a gap — AI-generated content may not be protectable through copyright, leaving businesses that rely on AI-generated outputs with less protection than they assume.

When Human Input Creates Copyrightability

The analysis changes when humans contribute meaningful creative input to AI-assisted works. If a person provides detailed creative direction, selects and arranges AI outputs, or substantially modifies AI-generated content, the resulting work may qualify for copyright protection based on the human contribution. The line between copyrightable human-AI collaboration and uncopyrightable AI-generated content is still being defined by courts and the Copyright Office.

AI Intellectual Property and Patent Considerations

The Federal Circuit has held that AI systems cannot be listed as inventors on patent applications — only natural persons can be inventors. However, inventions conceived by humans using AI as a tool may still be patentable if a human made the inventive contribution. Businesses using AI in their R&D processes should document the human creative steps in the invention process.

Contractual Protections for AI Intellectual Property

Regardless of copyright status, businesses can protect AI-generated content through contracts. Terms of service, licensing agreements, and employment contracts can assign rights in AI-assisted works, restrict competitors’ use, and establish ownership expectations among collaborators. Where statutory IP protections are uncertain, contractual protections become essential.

Trade Secrets and AI Intellectual Property

While copyright and patent protections for AI-generated works remain uncertain, trade secret law offers a potentially more reliable framework for protecting AI intellectual property. Businesses that develop proprietary AI models, training datasets, or specialized prompting techniques may be able to protect these assets as trade secrets under the Defend Trade Secrets Act.

To qualify for trade secret protection, businesses must demonstrate that the information derives independent economic value from being secret and that reasonable measures were taken to maintain secrecy. This means implementing access controls, confidentiality agreements, and security protocols around your AI development processes.

Practical Steps to Protect Your AI Intellectual Property

Businesses using AI tools should take proactive measures to protect their AI intellectual property rights. First, review all AI vendor agreements and terms of service to understand what rights you retain in AI-generated output. Second, document the human creative contributions in any AI-assisted work to strengthen copyright claims. Third, implement internal policies governing AI use, including guidelines for employees about when and how to use generative AI tools.

Additionally, consider registering copyrights for works that involve substantial human creative input, even when AI tools were used in the creation process. The U.S. Copyright Office has indicated that works combining human and AI contributions may receive protection for the human-authored elements.

Frequently Asked Questions About AI Intellectual Property

Who owns the intellectual property created by AI?

Under current U.S. law, AI-generated works without meaningful human creative input are generally not eligible for copyright protection. However, if a human provides substantial creative direction or modifies AI output, the human author may claim copyright in those contributions. Ownership of AI intellectual property ultimately depends on the specific circumstances and applicable contracts.

Can AI-generated inventions be patented?

The U.S. Patent and Trademark Office requires that patent inventors be natural persons. AI systems cannot be listed as inventors. However, if a human uses AI as a tool in the inventive process and provides meaningful intellectual contribution, the human inventor may still be eligible for patent protection.

How can businesses protect AI-generated content?

Businesses should use a combination of contractual protections, trade secret measures, and documentation of human contributions. Strong AI intellectual property policies, vendor agreement reviews, and employee guidelines are essential for protecting your rights in AI-generated content and inventions.

Work With Howard East

Questions about AI-generated IP? Schedule a consultation or call 833-952-3111.

This content is for informational purposes only and does not constitute legal advice.

Our commercial litigation lawyers and Illinois business lawyer are ready to assist with your needs.

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