Library | LaFleur Marketing

Copyright and AI: The question of human authorship 

Written by Leigh Ebrom | Jan 30, 2025 3:50:03 PM

What the U.S. Copyright Office’s report means for your business  

Note: This article was written and edited by humans, with outlining support from ChatGPT.  

As businesses integrate AI-generated text, images, and video into their marketing strategies, a question looms: Who owns AI-generated content?   For the past few years, we only had a handful of cases and some general direction from the U.S. Copyright Office (USCO) to work with. In January 2025, it issued new guidance, Copyright and Artificial Intelligence: Part 2 – Copyrightability, providing some clarity on this issue. 

The report’s conclusion: AI-generated works, in most cases, are not eligible for copyright protection unless there is substantial human involvement. 

Our AI consultants break down what you need to know about copyright and AI.   

Copyright requires meaningful human authorship   

The new USCO guidance reaffirms a foundational principle of U.S. copyright law: only works created by humans are eligible for copyright protection. Fully AI-generated content, without significant human modification, falls into the public domain—making it free for anyone to use, copy, or distribute.   

So, what constitutes meaningful human authorship? While these decisions will still be made on a case-by-case basis, the USCO has given us some direction and examples about how much human intervention is “enough.” 

Writing a prompt—even a detailed one—is not enough 

At this point, humans don’t have enough control over the prompt-writing process to argue that prompt engineering alone creates a copyrightable work. The report repeatedly noted several things in its analysis: 

  •  AI’s tendency to be a black box:  Users cannot see the model’s decision-making processes, which makes it difficult to direct the models through prompt engineering.  
  • AI’s variability: An identical prompt can deliver dramatically different results when repeatedly presented to an AI model. This suggests that the AI models are more responsible for their outputs than their users. 

The January 2025 guidance states: 

[G]iven current generally available technology, prompts alone do not provide sufficient human control to make users of an AI system the authors of the output. Prompts essentially function as instructions that convey unprotectible ideas. While highly detailed prompts could contain the user’s desired expressive elements, at present they do not control how the AI system processes them in generating the output. 

This is consistent with Thaler v. Perlmutter, which involved a visual work called “A Recent Entrance to Paradise.” The image at issue was fully generated by AI without any significant human intervention other than prompt writing. The creative work was not deemed copyrightable, although this case is currently on appeal.  

Treat AI as a tool 

In its guidance, the USCO encourages us to treat AI as a tool.  

In one of its examples, it references “Where That Came From,” a song that country singer Randy Travis released in 2024. Mr. Travis lives with stroke-related aphasia, which limits his speech. He and his creative team used artificial intelligence to replicate his voice, but the songwriting, production, and design of the AI model were all done and directed by humans.  

Because humans exerted creative control over everything but the actual “voice,” the creative work was copyrightable. 

Human editing of AI-generated content might create IP rights 

Suppose you create an image using Midjourney or DALL-E. Then, you make significant edits to the image, adding elements and making easily identifiable creative changes. This human intervention might be enough to make your work copyrightable. 

The USCO comments: 

Unlike prompts alone, these tools can enable the user to control the selection and placement of individual creative elements. Whether such modifications rise to the minimum standard of originality required under Feist will depend on a case-by-case determination. In those cases where they do, the output should be copyrightable. 

However, the extent of the editing will matter. For example, the USCO limited copyright protection of Zarya of the Dawn, a graphic novel. In this case, the author, Kris Kashtanova, wrote the story, created multiple Midjourney prompts for the images, made minor edits to those images, and then curated them into the graphic novel.  

Initially, the Copyright Office determined that their work was fully protected. Later, the Office modified its decision, indicating that while the text and the compilation of the images were copyrightable, the images themselves were not.  

Mx. Kashtanova argued that at least some of their images were edited and therefore protected. However, the Office opined that their edits were so minor as to be indetectable. 

This reasoning also applies to written content. If you’re heavily reworking AI-generated copy to include your own examples, change its voice and tone, and restructure its narrative flow, the content may be protected. However, if you’re just eliminating an adjective or two, the copy will likely be considered part of the public domain. 

What this means for businesses using AI in marketing 

If your marketing team is churning out AI-generated blog posts, social media copy, or visual assets, you cannot assume these works are legally protected.  

AI can be used as a tool, as in the Randy Travis case, but it cannot replace human decision-making in the creative process. Cases like Thaler highlight the risks of over-relying on AI-generated content without meaningful human involvement.   

RELATED: Ethical marketing and AI: Navigating challenges in highly regulated industries 

AI as a tool, not an author: Establishing your IP rights  

Caveat: I’m not a lawyer. If you have a specific legal question or want to know how best to protect your intellectual property rights, consult with the experts. This is my interpretation of the January 2025 USCO guidance, based on my experience and research. 

The Copyright Office draws a distinction between AI as a tool and AI as an independent creator. To claim copyright protection, a human must exercise “sufficient control” over the final work.   

The USCO offers several indicators of human authorship that can support copyright eligibility: 

  • Substantial editing or rewriting: If AI generates a first draft but a human significantly edits, restructures, or rewrites it, the final work is more likely to qualify for copyright protection.   
  • Creative decision-making: A human must guide the creative process, including choosing structure, composition, or thematic elements that give the work its originality.   
  • Selective AI use: If AI is used only to assist with specific aspects—such as brainstorming ideas, improving grammar, or enhancing an image—but the final output is clearly shaped by human input, copyright protection is more defensible.   
  • Demonstrable human contribution: Keeping documentation of how AI was used and how humans modified the output can help substantiate a copyright claim if challenged.   

Examples of AI-assisted works that are copyrightable   

To put these guidelines into context, let’s review some examples of where AI is used but copyright protection might be granted:   

Copyrightable: A novel where AI assisted in editing 

A human writes a novel but uses AI to refine grammar, suggest alternative phrasing, or summarize chapters. The final work is copyrightable because the core creative decisions were made by a human. 

Copyrightable: AI-assisted graphic design 

A human designer creates a mockup of an image they want to create. Next, the designer uses AI to generate a series of versions of their work. Then, they make edits to achieve their final creative vision. Because the original output was human-created and the designer exercised creative control, editing the AI-generated version, copyright protection would likely apply.   

A human designer creates an image mockup, then uses AI to generate different versions of their work. The designer then makes edits to achieve their final creative vision. Because the original output was human-created and the designer exercised creative control, copyright protection would likely apply.   

Copyrightable: Translation into another language 

A human uses AI to translate their own content into other languages. (ChatGPT is quite good at translation, but always make sure you have someone proof its work.) Again, AI is being used as a tool in this case. 

RELATED: Debunking the AI easy button: Why human expertise still matters 

Other legal and compliance considerations 

Beyond copyrightability, businesses should also be aware of other legal risks associated with AI-generated content:   

  • Plagiarism and IP infringement: AI tools are trained on massive datasets, which may include copyrighted materials. If your AI-generated content closely resembles an existing work, you could face legal challenges.   
  • Trademark and brand protection: AI-generated branding assets (logos, slogans, or taglines) may lack the originality required for trademark protection.   
  • AI disclosure requirements: Some highly regulated industries and platforms (including YouTube) require disclosure of AI-generated and synthetic content. 

To mitigate these risks, businesses should consider building in compliance by design, which proactively integrates compliance into your processes and systems from the ground up. You should also establish clear policies that direct how AI-generated materials are reviewed, modified, and used in marketing.   

LaFleur: Navigating copyright and AI together 

AI-generated content is not inherently protectable under copyright law, and your content creation should remain human directed. Here’s how you can start:  

  • Ensure significant human input in your creative decisions 
  • Document your content development and creative processes 
  • Avoid publishing raw AI output without careful editing and verification 
  • Establish policies for responsible AI use within your organization.   

LaFleur specializes in marketing strategies that balance innovation with compliance. Whether you’re exploring AI-driven content or refining your brand’s legal protections, our team can help you navigate the evolving landscape of AI, copyright, and business strategy.   

Want to discuss how AI fits into your marketing and compliance strategy? Let’s talk.   

References and resources 

Thaler v. Perlmutter. D.C. Circuit oral argument recording (2024). Retrieved from https://www.courtlistener.com/audio/94557/stephen-thaler-v-shira-perlmutter/ 

Thaler v. Perlmutter. 687 F. Supp 3rd 140 (2023). Retrieved from https://caselaw.findlaw.com/court/us-dis-crt-dis-col/114916944.html 

U.S. Copyright Office. (January 2025). Copyright and Artificial Intelligence, Part 2: Copyrightability. Retrieved from https://copyright.gov/ai/Copyright-and-Artificial-Intelligence-Part-2-Copyrightability-Report.pdf 

U.S. Copyright Office (February 21, 2023). Zarya of the Dawn letter. Retrieved from https://www.copyright.gov/docs/zarya-of-the-dawn.pdf  

Yahr, E. (2024, November 10). Randy Travis’s beautiful baritone was lost. AI helped him sing again. Washington Post. Retrieved from https://www.washingtonpost.com/entertainment/music/2024/11/10/randy-travis-artificial-intelligence-ai-sing/