I, Robot: The U.S. Copyright Office Publishes Guidance on Registration of Works Generated by AI

On March 16, 2023, the U.S. Copyright Office (USCO) published its Copyright Registration Guidance: Works Containing Material Generated by Artificial Intelligence(the Guidance).

Artificial Intelligence (AI) is now “capable of producing expressive material”. The USCO chose its words carefully: AI “produces” works, it does not “create” them. However, these works are “expressive materials”.

AI is now among us, but not in the shape imagined by Isaac Asimov, androids, such as Robbie, who is taking care of a little girl. AI is on our desktop and in our pockets, an app installed on our smart phone.

AI technology can be used to produce a work by first obtaining a large data set of preexisting works, using this data set to “train” and then “use inferences from that training to generate new content.” Such content can be a text, an image, or an audio. The USCO mentioned in the Guidance that it would later this year publish a notice of inquiry about how law should address the use of works protected by copyright in the data set.

The USCO mentioned two recent cases raising the issues of whether a work created using an AI program can be protected by copyright: “Entrance to Paradise”, pictural work, and Zarya of the Dawn, a comic book which images were created by AI while a human authored the text. Are the works thus produced protectable by copyright?

An Entrance to Paradise

Dr. Stephen Thaler created A Recent Entrance to Paradise, the image of an abandoned train tracks framed by wisterias, using an AI program it called the “Creativity Machine” that he had created and programmed.

Dr. Thaler sought to register its copyright in November 2018 but the USCO denied registration in August 2019, because the Office has a “Human Authorship Requirement” policy. Dr. Thaler filed two requests for reconsideration which the USCO both denied.  Dr. Thaler filed a suit against the USCO in June 2022, claiming that “the denial creates a novel requirement for copyright registration that is contrary to the plain language of the Copyright Act…, contrary to the statutory purpose of the Act, and contrary to the Constitutional mandate to promote the progress of science.” The denials are subject to judicial review under the Administrative Procedure Act, 5 U.S.C. § 704.

On January 10, 2023, Dr. Thaler filed a motion for summary judgment, arguing that “the plain language of the Copyright Act… does not restrict copyright to human-made works, nor does any case law.” The work is fixed, visual artwork. As explained in 1991 by the Supreme Court of the U.S. (SCOTUS) in Feist Publications, Inc. v. Rural Telephone Service Company “To qualify for copyright protection, a work must be original to the author”, which means that the work must be  independently created by the author and must  possess at least some minimal degree of creativity.

Dr. Thaler also argued that “courts have referred to creative activity in human-centric terms, based on the fact that creativity has traditionally been human-centric and romanticized.”

Alternatively, Dr. Thaler argued that he owns the copyright in “A Recent Entrance to Paradise” because the work for hire ownership originally vested in him because he invented and owns the Creativity Machine and its outputs automatically vest in him.

Zarya of the Dawn

Kristina Kashtanova, created a comic book, Zarya of the Dawn, using an AI program to illustrate it. She sought to register its copyright and was successful at first, but the USCO then canceled the certificate and issued a new one protecting only the text of the comic book and the selection, coordination, and arrangement of its written and visual elements. However, the images created  by AI were not protectable because they “are not the product of human authorship.” The letter of the USCO cited Burrow-Giles Lithographic Co. v. Sarony, a 1884 case where SCOTUS explained that photographs, still a technological novelty at the time, were protected by copyright because they were “representatives of original intellectual conceptions of the author.” SCOTUS defined authors in Burrow-Giles as “he to whom anything owes its origin; originator; maker; one who completes a work of science or literature.” But the Court explained that if photography was a “merely mechanical” process …with no place for novelty, invention or originality” for the photographer, then the photographs could not be protected by copyright.

The USCO explained in its letter about Zarya of the Dawn that even if Ms. Kashtanova claimed to have “guided” the structure and content of the comic images, it was the AI program, not her, “that originated the “traditional elements of authorship” in the images.”

Public guidance on the registration of works containing AI

These two cases show that works can be entirely protected by AI or only partially. The purpose of the Guidance is to provide the public (and its attorneys!) if seeking to register works containing content generated (not created!) by AI.

In the Guidance, the USCO explained that it evaluated whether works containing human authorship combined by uncopyrightable material generated by or with assistance of technology by assessing if technology was an “assisting instrument” or if the work was conceived by it. In the case of AI, the USCO explained that it “will consider whether the AIA contributions containing AI-generated are the result of “mechanical reproduction “or instead an author’s “own original mental conception, to which [the author] gave visible form”, and that this would assessed case by case.

If the AI receives solely a prompt from a human being, the work cannot be protected by copyright, as it is the human being does not have creative control over how the AI system interprets the prompt and generate the work, and that the prompts are more like instructions to a commissioned artist.

If a work contains AI-generated material and sufficient human authorship, it can be protected by copyright, for instance, if a human being selects and arranges AI-generated materials in a way original enough to be protectable.

Public guidance on the registration of works containing AI

Does the Copyright Act indeed require human authorship?

The USCO cited Burrow-Giles in its Guidance to support its view that authors must be human and also cited the Ninth Circuit Urantia Found. v. Kristen Maahera case, where the court held that a book, which both parties believed was “authored by celestial beings and transcribed, compiled and collected by mere mortals.” The defendant in this copyright infringement suit claimed that the book was not protected by copyright, because it was not authored by a human being  and thus not a “work of authorship” within the meaning of the Copyright Act.

However, the Ninth Circuit noted that “[t]he copyright laws, of course, do not expressly require “human” authorship, and considerable controversy has arisen in recent years over the copyrightability of computer-generated works”. In this case, the Court noted that the Copyright Act was not intended to protect “creations of divine beings” and that “in this case some element of human creativity must have occurred in order for the [b]ook to be copyrightable.”

If the Copyright Act does not require human authorship, but refuses to accept that “divine beings” can be the author, and case law states that a monkey, human beings’ closest cousin, cannot be an author within the meaning of the Copyright Act (Naruto v. Slater, a case from the United States District Court, Northern District of California previously discussed in the TTL Newsletter), will robots ever be able to claim authorship of a work? Such works are already winning prizes at art fairs, such as Théâtre D’opéra Spatial, created using AI, which won first prize at the Colorado State Fair’s digital arts competition.

If works created by AI cannot be protected by copyright, the incentive to develop such technology may be lacking. We are likely to see more and more works crated by humans using elements created by AI, and the border between elements crated by human beings or by machines blurring more and more.

The image of  of “Little Fire Hydrant”  is courtesy of Flickr user Trọng Nguyễn and is in the public domain.
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Can a Work of Art Created by AI be Protected by Copyright?

Auction house Christies sold last month for $432,500 a work of art titled 𝒎𝒊𝒏 𝑮 𝒎𝒂𝒙 𝑫 𝔼𝒙 [𝒍𝒐𝒈 𝑫 (𝒙))] + 𝔼𝒛 [𝒍𝒐𝒈(𝟏𝑫(𝑮(𝒛)))], Portrait of Edmond de Belamy, from La Famille de Belamy, which was created using AI.

 

It is the work of a Paris-based collective, obvious art, founded by Pierre Fautrel, Gauthier Vernier and Hugo Caselles-Dupré. The work was created using Artificial Intelligence (AI) technology, more precisely the Generative Adversarial Networks technology invented in 2014 by Ian Goodfellow, which can create images. The name of the work, Edmond de Belamy, is an homage to Ian Goodfellow, whose last name can be translated in French as “Bel ami.”
Obvious art created a program, fed it with information about some 10,000 portraits from the 15th to the 19th Century, and Edmond de Belamy was printed. The whole process is explained on obvious art’s website and also here.

 

The portrait shows a man painted over a black and gray background from which he appears to emerge, dressed in black, with a white collar, in a fashion reminiscent of 17th century Dutch paintings. His features are not precisely lineated and one does not even see his nose. He is looking at us from an angle, and appears to have been painted by large brushstrokes.

 

The collective’s goal was to prove that machines can also be creative, just like humans (see this interview in French). It is an algorithm which created the work. Does that mean that Edmond de Belamy cannot be protected by copyright?

 

Is Edmond de Belamy the new Naruto?

The Naruto case [see here] may give us some clues on how a US court would rule over the copyrightbility of a work created by AI.

Obvious art used the formula of the loss function of the original GAN model as the signature for the painting they created. If a program is the author of the work, then the work cannot be protected by copyright.

 

The U.S. Copyright Office clearly stated in its Compendium of U.S. Copyright Office Practices that a work must be created by a human being to be protected by copyright, and that“[t]he Office will not register works produced by nature, animals, or plants, giving as an example a work which cannot be protected by copyright a “photograph taken by a monkey.” It could now add “a painting created by AI.

 

This is not the first time that AI was used to create a painting. In 2016, a team fed a computer data about 346 Rembrandt paintings and the result was a 3-D printed portrait looking just like one Rembrandt could have painted, the “Next Rembrandt.” The fake (or next) Rembrandt was made out of some 148 million pixels and 150GB of rendered data.

 

Ron Augustus, director of SMB Markets for Microsoft, who was part of the “Next Rembrandt” project, said in a video interview (@1:00) that they “used technology and data like Rembrandt used his spades and his brushes to create something new.” This argument suggests that whomever used AI technology as a tool to create a work could be its author, just like Rembrandt. ‘Something new’ is original, and originality is required to be protected by copyright.

 

But even if we consider AI to be a mere tool, it is not a tool like a spade or a brush, as this tool had to be created and could be protected by copyright.

 

Computer programs can be protected by copyright and software, as it is a computer program, can be protected. A software is defined by the copyright Act as “a set of statements or instructions to be used directly or indirectly in a computer in order to bring about a certain result” and U.S. courts use an “abstraction-filtration-comparison test” [see here for example] to find out which elements of a computer program can be protected by copyright.

 

If the tool used to create a work is protected by copyright, does that mean that the work thus created is also protected? Not necessarily, as Section 721.6 of the Compendium specifies that “ownership of the copyright in a work is distinct from ownership of any material object that may be used to create that work. The fact that the author used a computer to write an article, short story, or other nondramatic literary work does not mean that the work is a computer program.”

 

Therefore Edmond de Belamy cannot be protected by copyright. But, wait, there could be another way.

 

AI and Conceptual Art

 

Edmond de Bellamy is not a lone figure, but has relatives, also created using GAN, in fact, he has a whole genealogical tree (see here, here and and here).

 

While Edmond de Belamy may not alone be protected by copyright, it could be argued that obvious art’s project, as an ensemble, could be protected as a work of art. Failing to do so would further jeopardize the complicated relationship between conceptual art and copyright.

 

The portraits created by AI formed a genealogical tree, a fake family complete with made-up names, and could be considered original enough to be protected under Feist as an original compilation. However, a sole portrait is not protected by copyright. Should wannabe buyers of the Bellamy portrait consider buying his whole family?
Photo courtesy of Flickr user MadLab Manchester Digital Laboratory under a CC BY-SA 2.0 license.
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