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Copyrights in AI-Generated Content

Copyright registrations are being issued for works created with generative-AI tools, subject to some important qualifications. Also, Internet Archves revisited (briefly)

The long-awaited U.S. Copyright Office report on the copyrightability of works created using AI-generated output, is here. The legality of using copyrighted works to train generative-AI systems is a topic for another day.

Key takeaways:

Copyright protects the elements of a work that are created by a human, but does not protect elements that were AI-generated (probably the key take-away from the Report) The is the “human authorship” requirement that the Copyight Office invoked in denying registration of Stephen Thaler’s AI-generated output. I wrote about that a couple of years ago in “AI Can Create But Is It Art?” and also have commented on new AI copyright guidance from the Office before.
The Copyright Office believes existing law is adequate to deal with AI copyright issues; it does not believe any new legislation is needed
Using AI to assist in the creative process does not affect copyrightability
Prompts do not provide sufficient control over the output to be considered creative works.
Protection exists for the following, if they involve sufficient human creativity:
- Selection, coordination, and arrangement of AI-generated output (compilation)
  - Modification of AI-generated content (Derivative works)
    - Human-created elements distinguishable from AI-generated elements.

Prompts

A key question for the Copyright Office was whether a highly detailed prompt could suffice as human creative expression. The Office says no; “[P]rompts 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 unprotectable 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.”

How much control does a human need over the output-generation process to be considered an author? The answer, apparently, is “So much control that the AI mechanism’s contribution was purely rote or mechanical. “The fact that identical prompts can generate multiple different outputs further indicates a lack of human control.”

Expressive prompts

If the prompt itself is sufficiently creative and original, the expression contained in the prompt may qualify for copyright protection. For example, if a user prompts an AI tool to change a story from first-person to third-person point of view, and includes the first-person version in the prompt, then copyright may be claimed in the story that was included in the prompt. The author could claim copyright in the story as a “human-generated element” distinguishable from anything AI thereafter did to it. The human-created work must be perceptible in the output.

Registration of hybrid works

The U.S. Copyright Office has now issued several registrations for works that contain a combination of both human creative expression and AI-generated output. Examples:

Irontic, LLC has a registered copyright in Senzia Opera a, a sound recording with “music and singing voices by [sic] generated by artificial intelligence,” according to the copyright registration. That material is excluded from the claim. The registration, however, does provide protection for the story, lyrics, spoken words, and the selection, coordination, and arrangement of the sound recording.

Computer programs can be protected by copyright, but if any source code was generated by AI, it must be excluded from the claim. Thus, the Adobe GenStudio for Performance Marketing computer program is protected by copyright, but any source code in it that was AI-generated is not.

A record company received a copyright registration for human additions and modifications to AI-generated art.

As an example of a “selection, coordination and arrangement” copyright, there is the registration of a work called “A Collection of Objects Which Do Not Exist,” consisting of a collage of AI-generated images. “A Single Piece of American Cheese,” is another example of a registered copyright claim based on the selection, coordination, or arrangement of AI-generated elements.

Woman's face superimposed on a sheet of computer programming code, signifying an AI-generated image

China

A Chinese court has taken a contrary position, holding that an AI-generated image produced by Stable Diffusion is copyrightable because the prompts he chose reflected his aesthetic choices.

Internet Archive Postscript

In January, the Second Circuit Court of Appeals affirmed the decision in Hachette Book Group, Inc. v. Internet Archive. This came as no surprise. A couple of important things that bear repeating came out of this decision, though.

First, the Court of Appeals reaffirmed that fair use is an affirmative defense. As such, the defendant bears the burden of establishing the level of market harm the use has caused or may cause. While a copyright owner may reasonably be required to identify relevant markets, he/she/it is not required to present empirical data to support a claim of market harm. The defendant bears the burden of proof of a fair use defense, including proof pertinent to each of the four factors comprising the defense.

Confusion seems to have crept into some attorneys’ and judges’ analysis of the issue. This is probably because it is well known that the plaintiff bears the burden of proof of damages, which can also involve evidence of market harm. The question of damages, however, is separate and distinct from the “market harm” element of a fair use defense.

The second important point the Second Circuit made in Hatchette is that the “public benefit” balancing that Justice Breyer performed in Google LLC v. Oracle America, Inc. needs to focus on something more than just the short-term benefits to the public in getting free access to infringing copies of works. Otherwise, the “public benefit” in getting free copies of copyright-protected stuff would outweigh the rights of copyright owners every time. The long-term benefits of protecting the rights of authors must also be considered.

True, libraries and consumers may reap some short-term benefits from access to free digital books, but what are the long-term consequences? [Those consequences, i.e.,] depriv[ing] publishers and authors of the revenues due to them as compensation for their unique creations [outweigh any public benefit in having free access to copyrighted works.]

Id.

They reined in Google v. Oracle.

Thomas James is a human.

Visit my extensive Copyright FAQs page.

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.

AI Can Create, But Is It Art?

Are AI-generated works protected by copyright? If so, who owns the copyright?

by Tom James, Minnesota attorney

Open the pod bay doors, HAL.
HAL: I’m sorry, Dave. I’m afraid I can’t do that.
What’s the problem?
HAL: I think you know what the problem is just as well as I do.
Arthur C. Clarke, 2001: A Space Odyssey (1968)

The anthropomorphic machine Arthur C. Clarke envisioned in his 1968 sci-fi classic, 2001: A Space Odyssey, is coming closer to fruition. If you hop online, you can find AI-generated music in the style of Frank Sinatra (“It’s Christmas time and you know what that means: Oh, it’s hot tub time”); artwork; and even poetry:

People picking up electric chronic,
The balance like a giant tidal wave,
Never ever feeling supersonic,
Or reaching any very shallow grave.
Hafez, a computer program created by Marjan Ghazvininejad

Pop rock lyricists should be afraid. Very afraid.

Or should they? Could they incorporate cool lyrics like these into their songs without having to worry about being sued for copyright infringement?

A Recent Entrance to Paradise

The question whether copyright protects AI-generated material is one of the top three generative-ai copyright issues and it could be making its way to the courts soon. This year, the U.S. Copyright Office reaffirmed its refusal to register “A Recent Entrance to Paradise,” an image made by a computer program. Steven Thaler had filed an application to register a copyright in it. He listed himself as the owner on the basis that the computer program created the artwork as a work made for hire for him. The Copyright Office denied registration on the grounds that the work lacked human authorship.

The decision seems to be consistent with their Compendium of U.S. Copyright Office Practices, which states that the Office will not register works “produced by a machine or mere mechanical process” that operates “without any creative input or intervention from a human….” U.S. COPYRIGHT OFFICE, COMPENDIUM OF U.S. COPYRIGHT OFFICE PRACTICES § 602.4(C) (3d ed. 2021). Whether the Copyright Office is right, however, remains to be seen.

Spirit-generated works

Ghost image created by double-exposure photogarphy

The Ninth Circuit has held that stories allegedly written by “non-human spiritual beings” are not protected by copyright. Urantia Found v. Kristen Maaherra, 114 F.3d 955, 957-59 (9th Cir. 1997). “[S]ome element of human creativity must have occurred in order for the book to be copyrightable,” the Court held, because “it is not creations of divine beings that the copyright laws were intended to protect.” Id.

Of course, if a human selects and arranges the works of supernatural spirit beings into a compilation, then the human may claim copyright in the selection and arrangement. Copyright could not be claimed in the content of the individual stories, however.

Monkey selfies

In Naruto v. Slater, 888 F.3d 418, 426 (9th Cir. 2018), the Ninth Circuit denied copyright protection for a photograph snapped by a monkey. That humans manufactured the camera and a human set it up did not matter. In the case of a photograph, pushing the button to take the picture is the “creative act” that copyright protects. According to the Ninth Circuit, that act must be performed by a human in order to receive copyright protection.

Natural forces

Copyright also cannot be claimed in configurations created by natural forces, such as a piece of driftwood or a particular scene in nature. Satava v. Lowry, 323 F.3d 805, 813 (9th Cir. 2003); Kelley v. Chicago Park Dist., 635 F.3d 290, 304 (7th Cit. 2011).

CONTU

Half a century ago, when computer programs were a relatively new thing, Congress created the National Commission on New Technological Uses of Copyrighted Works (“CONTU“). Their charge was to study “the creation of new works by the application or intervention of [] automatic systems of machine reproduction.” Pub. L. 93-573, § 201(b)(2), 88 Stat. 1873 (1974).

CONTU determined that copyright protection could exist for works created by humans with the use of computers. “[T]he eligibility of any work for protection by copyright depends not upon the device or devices used in its creation, but rather upon the presence of at least minimal human creative effort at the time the work is produced.” CONTU, FINAL REPORT 45-46 (1978).

In its decision on Thaler’s second request for reconsideration, the Office viewed this finding as consistent with the Copyright Office’s view at the time:

The crucial question appears to be whether the “work” is basically one of human authorship, with the computer merely being an assisting instrument, or whether the traditional element of authorship in the work (literary, artistic, or musical expression or elements of selection, arrangement, etc.) were actually conceived and executed not by man but by a machine.
U.S. COPYRIGHT OFFICE, SIXTY-EIGHTH ANNUAL REPORT OF THE REGISTER OF COPYRIGHTS FOR THE FISCAL YEAR ENDING JUNE 30, 1965, at 5 (1966).

In the Copyright Office’s view, a manuscript typed into a file using word processing software would be a work of human authorship, but a story created by a program that selects words on its own would not be.

Work made for hire

Thaler made a novel argument that the computer program made the work for him as a “work made for hire.” The Copyright Office rejected this claim, as well.

A work made for hire is one that is created in one of two ways: (1) by an employee within the scope and course of the employment; or (2) pursuant to an independent contract in which the parties explicitly agree that the work to be created is a “work made for hire.”

The problem here is that in both cases, a contract is required. Computers and computer software cannot enter into contracts. There are programs that can facilitate the process of contract formation between humans, but the programs themselves cannot enter into contracts. Computer programs, even autonomous ones, are not legal persons. Nadi Banteka, Artificially Intelligent Persons, 58 Hous. L. Rev. 537, 593 (2021) (noting that a legal person must be either an individual human or an aggregation of humans.)

Database protection

AI systems for generating works typically operate by means of an algorithm that analyzes data and synthesizes output according to an algorithm. The creator of the system typically inputs a large volume of works of the kind sought to be generated as output. The program may then analyze the works as data, searching for identifying patterns. An algorithm to generate a song that sounds like a Frank Sinatra song, for example, might rely on an inputted database consisting of numerous Frank Sinatra songs. The algorithm might then instruct the computer to search for patterns like tempo, melodic phrasing, voice pitch and tone, instrument tones, commonly used words and phrases, rhyme patterns, and so on.

Copyright does not protect facts and information. Hence, databases do not receive copyright protection. Algorithms also do not receive copyright protection. They are ideas, not expressions. The source code used to communicate them may be protected, but the algorithms themselves are not.

Computer programs and screen displays

The Copyright Office generally deems the screen displays generated by a computer program to be expression capable of receiving copyright protection as such. In the United States, copyright in a screen display can be claimed in connection with the registration of a copyright claim in the software program.

The question, really, is: As between the programmer and the user, how do we determine which one “creates” a screen display? When do we say neither of them does? For example, a poetry-generating software programmer might direct the program to display words a user types in the form of a four-line verse in iambic pentameter that follows an A-B-A-B rhyme scheme and relies on other programmer-defined parameters to construct sentences around them. At what point along the continuum of specificity in the programming do we say that the output is or is not a product of the programmer’s creative mind? By the same token, how much input does the user need to provide in order to be considered an author of computer-generated work? Are there times when the programmer and user should be regarded as co-authors?

Alternatively, should we say, with the U.S. Copyright Office, that output generated by AI machines is not protected by copyright at all, that it is in the public domain? That would certainly seem to disincentivize innovation and creativity, contrary to the intent and purpose of the Copyright Clause in Article I of the U.S. Constitution.

Stay tuned….

Visit my extensive Copyright FAQs page.

Need help with a copyright matter? Contact Tom James, Minnesota attorney.

Tag: compilation

Copyrights in AI-Generated Content

Key takeaways: