The Top 3 Generative-AI Copyright Issues

What are your favorite generative-AI copyright issues? In this capsule summary, Cokato attorney Tom James shares what his three favorites are.

Black hole consuming a star. Photo credit: NASA
Black hole consuming a star. Photo credit: NASA.

Having outlined the top AI legal issues, the time has come now to pick favorites. In this capsule summary, Cokato attorney Tom James shares what his three favorite generative-AI copyright issues are.

Generative artificial intelligence refers collectively to technology that is capable of generating new text, images, audio/visual and possibly other content in response to a user’s prompts. They are trained by feeding them mass quantities of ABC (already-been-created) works. Some of America’s biggest mega-corporations have invested billions of dollars into this technology. They are now facing a barrage of lawsuits, most of them asserting claims of copyright infringement.

Issue #1: Does AI Output Infringe Copyrights?

Copyrights give their owners an exclusive right to reproduce their copyright-protected works and to create derivative works based on them. If a generative-AI user prompts the service to reproduce the text of a pre-existing work, and it proceeds to do so, this could implicate the exclusive right of reproduction. If a generative-AI user prompts it to create a work in the style of another work and/or author, this could implicate the exclusive right to create derivative works.

To establish infringement, it will be necessary to prove copying. Two identical but independently created works may each be protected by copyright. Put another way, a person is not guilty of infringement merely by creating a work that is identical or similar to another if he/she/it came up with it completely on his/her/its own.

Despite “training” their proteges on existing works, generative-AI outfits deny that their tools actually copy any of them. They say that any similarity to any existing works, living or dead, is purely coincidental. Thus, OpenAI has stated that copyright infringement is an “unlikely accidental outcome.”

The “accidental outcome” defense seems to me like a hard one to swallow in those cases where a prompt involves creating a story involving a specified fictional character that enjoys copyright protection. If the character is distinctive enough — and a piece of work in and of itself, so to speak — to enjoy copyright protection (such as, say, Mr. Spock from the Star Trek series), then any generated output would seem to be an unauthorized derivative work, at least if the AI tool is any good.

If AI output infringes a copyright in an existing work, who would be liable for it? Potentially, the person who entered the prompt might be held liable for direct infringement. The AI tool provider might arguably be liable for contributory infringement.

Issue #2: Does AI Training Infringe Copyrights?

AI systems are “trained” to create works by exposing a computer program system to large numbers of existing works downloaded from the Internet.

When content is downloaded from the Internet, a copy of it is made. This process will “involve the reproduction of entire works or substantial portions thereof.” In Comment of OpenAI to the USPTO for example, OpenAI acknowledges that its programs are trained on “large, publicly available datasets that include copyrighted works” and that this process “involves first making copies of the data to be analyzed….” Making these copies without permission may infringe the copyright holders’ exclusive right to make reproductions of their works.

Generative-AI outfits tend to argue that the training process is fair use.

Fair use claims require consideration of four statutory fair-use factors:

  • the purpose and character of the use;
  • the nature of the work copied;
  • the amount and substantiality of the portion copied; and
  • the effect on the market for the work.

OpenAI relies on the precedent set in Authors Guild v. Google for its invocation of “fair use.” That case involved Google’s copying of the entire text of books to construct its popular searchable database.

A number of lawsuits currently pending in the courts are raising the question whether and how, the AI training process is “fair use.” For more information, have a look at Does AI Infringe Copyright? 

Issue #3: Are AI-Generated Works Protected by Copyright?

The Copyright Act affords copyright protection to “original works of authorship.” The U.S. Copyright Office recognizes copyright only in works “created by a human being.” Courts, too, have declined to extend copyright protection to nonhuman authors. (Remember the monkey selfie case?) A recent copyright registration applicant has filed a lawsuit (Thaler v. Perlmutter) against the U.S. Copyright Office alleging that the Office wrongfully denied registration of an AI-generated work. A federal court has now rejected his argument that human authorship is not required for copyright ownership. Thaler v. Perlmutter, 1:22-cv-01564, (D.D.C. Aug 18, 2023) ECF No. 24.

In March 2023, Copyright Office Guidance was published. It states that when AI “determines the expressive elements of its output, the generated material is not the product of human authorship.” Moreover, an argument might be made that a general prompt, such as “create a story about a dog in the style of Jack London,” is an idea, not expression. It is well settled that only expression gets copyright protection; ideas do not.

In September 2023, the Copyright Office Review Board affirmed the Office’s refusal to register a copyright in a work that was generated by Midjourney and then modified by the applicant, on the basis that the applicant did not disclaim the AI-generated material.

The Office also has the power to cancel improvidently granted registrations. (Words to the wise: Disclose and disclaim.)

These are my favorite generative-AI legal issues. What are yours?

Visit my extensive Copyright FAQs page.

Sham Books: The latest generative-AI scam

People are generating books “in the style of” books by well-known authors and marketing them to the public

stack of books

Copyright issues raised by generative-AI (artificial intelligence) have been receiving extensive coverage and discussion lately. See,e.g., Generative-AI: The Top 12 Lawsuits. Generative-AI has given rise to another kind of problem, too, though. People are generating books “in the style of” those by well-known authors and marketing them to the public as if they were written by those authors when in fact they were not.

Fake books

Jane Friedman was one of the first to report the problem of AI-generated fake books.

Removal difficulties

It can be difficult for an author to get these knock-offs removed. Of course, if you are able to prove that one of these sham books infringes the copyright in one of your works, that should provide a basis for removal. In many cases, however, it can be difficult to prove that an AI-generated book actually copied from any particular book. A book “in the style of” so-and-so might have a completely different setting, plot, characters and so on. Generative-AI tools can generate a book on a theme that a named author commonly writes about, but copyright cannot be claimed in themes.

Trademark law is not necessarily of much help, either. Publishing under a name under which someone else is already publishing is not illegal. In fact, it is quite common. For example, five different people named Scott Adams publish under that name.

The sham books not being pirated or counterfeit copies of any existing work, and an author not having secured a trademark registration in his or her name (not always possible), can be obstacles to getting a title removed on the basis of copyright or trademark infringement.

The Lanham Act

The Lanham Act, sometimes called the Trademark Act, is a federal law that prohibits a wider range of activity than merely trademark infringement. It prohibits false and misleading designations of origin (false advertising), as well, including attempts to pass off a product as somebody else’s. No trademark registration is necessary for these kinds of Lanham Act claims.

These provisions offer a small glimmer of hope. Unfortunately, these kinds of claims are not as easy for marketplace providers like Amazon to sort out, as compared with a claim that someone is using a trademark that is confusingly similar to one that has been registered.

Other legal remedies

The Copyright Act and Lanham Act are not the only possible sources of legal recourse. Book authorship fraud is likely unlawful under state unfair competition and deceptive trade practices laws. In many jurisdictions, a claim for damages for misappropriation of name or likeness, or of exclusive publicity rights, may be viable.

As a practical matter, though, these rights may be difficult to enforce. Marketplace providers are equipped to handle claims where someone is able to produce a trademark or copyright registration certificate to support their claims, but they are not courts. They are not equipped to decide the kinds of fact issues that typically need to be decided in order to resolve competing claims to rights in a work, or likelihood of confusion and so on.

The problem of sham book production is an instance of copyright output infringement, one of the top 3 generative-AI issues in copyright law. It seems to be yet another aspect of generative-AI that is ripe for legislation.

Visit my extensive Copyright FAQs page.


Photograph by Martin Vorel, https://creativecommons.org/licenses/by-sa/4.0, via Wikimedia Commons. The image has not been modified. No suggestion is made that the licensor endorses this author or this use.

New AI Copyright Guidance

The Copyright Office is providing guidance to copyright applicants who wish to register works with AI-generated content in them.

On Thursday, March 16, 2023, the United States Copyright Office published new guidance regarding the registration of copyrights in AI-generated material. in the Federal Register. Here is the tl;dr version.

The Problem

Artificial intelligence (AI) technologies are now capable of producing content that would be considered expressive works if created by a human being. These technologies “train” on mass quantities of existing human-authored works and use patterns detected in them to generate like content. This creates a thorny question about authorship: To what extent can a person who uses AI technology to generate content be considered the “author” of such content?

It isn’t a hypothetical problem. The Copyright Office has already started receiving applications for registration of copyrights in AI-generated works, that is to say, works that are either wholly or partially AI-generated.

The U.S. Copyright Act gives the Copyright Office power to determine whether and what kinds of additional information it may need from a copyright registration applicant in order to evaluate the existence, ownership and duration of a purported copyright. On March 16, 2023, the Office exercised that power by publishing Copyright Registration Guidance: Works Containing Material Generated by Artificial Intelligence in the Federal Register. [Copyright Registration Guidance: Works Containing Material Generated by Artificial Intelligence, 88 Fed. Reg. 16190 (March 16, 2023).]

Sorry, HAL, No Registration for You

Consistent with judicial rulings, the U.S. Copyright Office takes the position that only material that is created by a human being is protected by copyright. In other words, copyrights only protect human authorship. If a monkey can’t own a copyright in a photograph and an elephant can’t own a copyright in a portrait it paints, a computer-driven technology cannot own a copyright in the output it generates. Sorry, robots; it’s a human’s world.

As stated in the Compendium of Copyright Office Practices:

The Copyright Office “will not register works produced by a machine or mere mechanical process that operates randomly or automatically without any creative input or intervention from a human author.”

U.S. Copyright Office, Compendium of U.S.
Copyright Office Practices
sec. 313.2 (3d ed. 2021)

Partially AI-Generated Works

A work that is the product of a human being’s own original conception, to which s/he gave visible form clearly has a human author. A work that is entirely the result of mechanical reproduction clearly does not. Things get murkier when AI technology is used to generate content to which a human being applies some creativity.

According to the new guidance, merely prompting an AI technology to generate a poem, drawing or the like, without more, is not enough to establish human authorship if the AI technology determines the expressive elements of its output. This kind of content is not protected by copyright and a registration applicant therefore will need to disclaim it in the application.

On the other hand, if a human being selects and arranges AI-generated content, the selection and arrangement may be protected by copyright even if the content itself is not. Similarly, if a human being makes significant modifications to AI-generated content, then those modifications may receive copyright protection. In all cases, of course, the selection, arrangement or modification must be sufficiently creative in order to qualify for copyright protection.

Disclosure required

The new guidance imposes a duty on copyright registration applicants to disclose the inclusion of AI-generated content in any work submitted for registration.

Standard application

If you use AI technology to any extent in creating the work, you will need to use the Standard application, not the Single application, to register the copyright in it.

Claims and disclaimers

The applicant will need to describe the human author’s contributions to the work in the “Author Created” field of the application. A claim should only be made in this.

Any significant AI-generated content must be explicitly excluded (disclaimed), in the “Limitations of the Claim” section of the application, in the “Other” field, under the “Material Excluded” heading.

"The March of Intgelligence,"19th century illustration of a fantastical giant robot trampling judges and wreaking havoc
(Public domain)

Previously filed applications

If you have already filed an application for a work that includes AI-generated material, you will need to make sure that it makes an adequate disclosure about that. The newly-issued guidance says you should contact the Copyright Office’s Public Information Office and report that you omitted AI information from the application. This will cause a notation to the record to be made. When an examiner sees the notation, s/he may contact you to obtain additional information if necessary.

If a registration has already been issued, you should submit a supplemntary registration form to correct it. Failing to do that could result in your registration being cancelled, if the Office becomes aware that information essential to its evaluation of registrability has been omitted. In addition, a court may ignore a registration in an infringement action if it concludes that you knowingly provided the Copyright Office with false information.


Visit my extensive Copyright FAQs page.

Need help with a copyright application or registration?

Contact attorney Tom James.