New Mexico’s state senate took up a startling amendment in 1995 — it would have required psychologists to dress up as wizards when providing expert testimony on a defendant’s competency:
When a psychologist or psychiatrist testifies during a defendant’s competency hearing, the psychologist or psychiatrist shall wear a cone-shaped hat that is not less than two feet tall. The surface of the hat shall be imprinted with stars and lightning bolts. Additionally, a psychologist or psychiatrist shall be required to don a white beard that is not less than 18 inches in length and shall punctuate crucial elements of his testimony by stabbing the air with a wand. Whenever a psychologist or psychiatrist provides expert testimony regarding a defendant’s competency, the bailiff shall contemporaneously dim the courtroom lights and administer two strikes to a Chinese gong.
The measure had received unanimous approval in the senate and was headed for the house of representatives when sponsor Duncan Scott explained that he’d intended it as satire — he felt that too many mental health practitioners had been acting as expert witnesses. It was withdrawn and never signed into law.
Last October, I received an email with a hell of an opening line: “I fired a nuke at the US Copyright Office this morning.”
The message was from Elisa Shupe, a 60-year-old retired US Army veteran who had just filed a copyright registration for a novel she’d recently self-published. She’d used OpenAI's ChatGPT extensively while writing the book. Her application was an attempt to compel the US Copyright Office to overturn its policy on work made with AI, which generally requires would-be copyright holders to exclude machine-generated elements.
That initial shot didn’t detonate—a week later, the USCO rejected Shupe’s application—but she ultimately won out. The agency changed course earlier this month after Shupe appealed, granting her copyright registration for AI Machinations: Tangled Webs and Typed Words, a work of autofiction self-published on Amazon under the pen name Ellen Rae.
The novel draws from Shupe’s eventful life, including her advocacy for more inclusive gender recognition. Its registration provides a glimpse of how the USCO is grappling with artificial intelligence, especially as more people incorporate AI tools into creative work. It is among the first creative works to receive a copyright for the arrangement of AI-generated text.
“We’re seeing the Copyright Office struggling with where to draw the line,” intellectual property lawyer Erica Van Loon, a partner at Nixon Peabody, says. Shupe’s case highlights some of the nuances of that struggle—because the approval of her registration comes with a significant caveat.
The USCO’s notice granting Shupe copyright registration of her book does not recognize her as author of the whole text as is conventional for written works. Instead she is considered the author of the “selection, coordination, and arrangement of text generated by artificial intelligence.” This means no one can copy the book without permission, but the actual sentences and paragraphs themselves are not copyrighted and could theoretically be rearranged and republished as a different book.
The agency backdated the copyright registration to October 10, the day that Shupe originally attempted to register her work. It declined to comment on this story. “The Copyright Office does not comment on specific copyright registrations or pending applications for registration,” Nora Scheland, an agency spokesperson, says. President Biden’s executive order on AI last fall asked the US Patent and Trademark Office to make recommendations on copyright and AI to the White House in consultation with the Copyright Office, including on the “scope of protection for works produced using AI.”
Although Shupe’s limited copyright registration is notable, she originally asked the USCO to open a more significant path to copyright recognition for AI-generated material. “I seek to copyright the AI-assisted and AI-generated material under an ADA exemption for my many disabilities,” she wrote in her original copyright application.
Shupe believes fervently that she was only able to complete her book with the assistance of generative AI tools. She says she has been assessed as 100 percent disabled by the Department of Veterans Affairs and struggles to write due to cognitive impairment related to conditions including bipolar disorder, borderline personality disorder, and a brain stem malformation.
She is proud of the finished work and sees working with a text generator as a different but no less worthwhile method of expressing thoughts. “You don't just hit ‘generate’ and get something worthy of publishing. That may come in the future, but we're still far from it,” she says, noting that she spent upwards of 14 hours a day working on her draft.
After her initial registration was refused, Shupe connected with Jonathan Askin, founder of the Brooklyn Law Incubator and Policy Clinic at Brooklyn Law School, which takes pro bono cases centered on emerging tech and policy questions. Askin and Brooklyn Law student Sofia Vescovo began working on Shupe’s case and filed an appeal with the USCO in January.
The appeal built on Shupe’s argument about her disabilities, saying she should be granted copyright because she used ChatGPT as an assistive technology to communicate, comparing her use of OpenAI’s chatbot to an amputee using a prosthetic leg. The appeal claimed that the USCO “discriminated against her because of her disability.”
The Brooklyn Law appeal also claimed that Shupe should be granted copyright for compiling the book—that is, doing the work of selecting and organizing the snippets of AI-generated text. It provided an exhaustive log of how Shupe prompted ChatGPT, showing the custom commands she created and the edits she made.
It includes a side-by-side comparison of the unedited machine output and the final version of Shupe’s book. On a sentence level, she adjusted almost every line in some way, from changes in word choice to structure. One example describing a character in the novel: “Mark eyed her, a complex mix of concern and annoyance evident in his gaze” becomes “Mark studied her, his gaze reflecting both worry and irritation.”
The appeal cites another recent AI copyright decision about the graphic novel Zarya and the Dawn, which incorporates AI-generated images created with Midjourney. In February 2023, author Kris Kashtanova was granted copyright to the selection and arrangement of AI-generated images in the text, even though they were denied copyright on the specific images themselves.
When the USCO granted Shupe’s request for copyright, it did not address the disability argument put forth but agreed with the appeal’s other argument. Shupe could be considered the author of “selection, coordination, and arrangement of text generated by artificial intelligence,” the agency wrote, backdating her copyright registration to October 10, 2023, the day that Shupe had originally attempted to register her work. That gives her authorship of the work overall, prohibiting unauthorized wholecloth reproduction of the entire book, but not copyright protection over the actual sentences of the novel.
“Overall, we are extremely satisfied,” says Vescovo. The team felt that copyrighting the book’s compilation would provide peace of mind against out-and-out reproduction of the work. “We really wanted to make sure we could get her this protection right now.” The Brooklyn Law team hopes Shupe’s approval can serve as a blueprint for other people experimenting with AI text generation who want some copyright protection.
“I’m going to take this as a win for now,” Shupe says, even though she knows that “in some ways, it’s a compromise.” She maintains that the way she uses ChatGPT more closely resembles a collaboration than an automated output and that she should be able to copyright the actual text of the book.
Matthew Sag, a professor of law and artificial intelligence at Emory University, calls what the USCO granted Shupe “thin copyright”—protection against full-fledged duplication of materials that doesn’t stop someone from rearranging the paragraphs into a different story. “This is the same kind of copyright you would get in an anthology of poetry that you didn’t write,” Sag says.
Erica Van Loon agrees. “It’s hard to imagine something more narrow,” she says.
Shupe is part of a larger movement to make copyright law friendlier to AI and the people who use it. The Copyright Office, which both administers the copyright registration system and advises Congress, the judiciary system, and other governmental agencies on copyright matters, plays a central role in determining how works that use AI are treated.
Although it continues to define authorship as an exclusively human endeavor, the USCO has demonstrated openness to registering works that incorporate AI elements. The USCO said in February that it has granted registration to over 100 works with AI incorporated; a search by WIRED found over 200 copyright registration applications explicitly disclosing AI elements, including books, songs, and visual artworks.
One such application came from Tyler Partin, who works for a chemical manufacturer. He recently registered a tongue-in-cheek song he created about a coworker but excluded lyrics that he spun up using ChatGPT from his registration. Partin sees the text generator as a tool but ultimately doesn’t think he should take credit for its output. Instead, he applied only for the music rather than the accompanying words. “I didn’t do that work,” he says.
But there are others who share Shupe’s perspective and agree with her mission and believe that AI-generated materials should be registrable. Some high-profile attempts to register AI-generated artworks have resulted in USCO refusals, like artist Matthew Allen’s effort to get his award-winning artwork Théâtre D’opéra Spatial copyrighted last year. AI researcher Stephen Thaler has been on a mission for years to prove that the AI system he invented deserves copyright protections of its own.
Thaler is currently appealing a ruling in the US last year that rebuffed his attempt to obtain copyright on behalf of his machine. Ryan Abbott, the lead attorney on the case, founded the Artificial Inventor Project, a group of intellectual property lawyers who file test cases seeking legal protections for AI-generated works.
Abbott is a supporter of Shupe’s mission, although he’s not a member of her legal team. He isn’t happy that the copyright registration excludes the AI-generated work itself. “We all see it as a very big problem,” he says.
Shupe and her legal helpers don’t have plans to push the ADA argument further by contesting the USCO’s decision, but it’s an issue that is far from settled. “The best path is probably to lobby Congress for an addition to the ADA statute,” says Askin. “There's a potential for us to draft some legislation or testimony to try to move Congress in that direction.”
Shupe’s qualified victory is still a significant marker in how the Copyright Office is grappling with what it means to be an author in the age of AI. She hopes going public with her efforts will reduce what she sees as a stigma against using AI as a creative tool. Her metaphorical nuke didn’t go off, but she has nonetheless advanced her cause. “I haven't been this excited since I unboxed a Commodore 64 back in the 1980s and, after a lot of noise, connected to a distant computer,” she says.
The word "delve" has been getting a lot of attention recently as an example of something that might be an indicator of ChatGPT generated content.
One example: articles on medical research site PubMed now use “delve” 10 to 100 times more than a few years ago!
Nigerian Twitter took offense recently to Paul Graham's suggestion that "delve" is a sign of bad writing. It turns out Nigerian formal writing has a subtly different vocabulary.
Alex Hern theorizes that the underlying cause may be related. Companies like OpenAI frequently outsource data annotation to countries like Nigeria that have excellent English skills and low wages. RLHF (reinforcement learning from human feedback) involves annotators comparing and voting on the "best" responses from the models.
Are they teaching models to favour Nigerian-English? It's a pretty solid theory!
Appropriately enough, Luciano Floridi (Yale), known for his work in the philosophy of information and technology, may be the first philosopher with a… well, what should we call this thing?
It’s an AI chatbot trained on his works that can then answer questions about what he says in them, but also can extrapolate somewhat to offer suggestions as to what he might think about topics not covered in those works.
“AI chatbot” doesn’t quite capture the connection it has to the person whose thoughts it is trained on, though. Its creator gave it the name “LuFlot.” But we need a name for the kind of thing LuFlot is, since surely there will end up being many more of them, used for more than just academic purposes.
My suggestion: “Extended Thought and Response Agent”, or “ExTRA” (henceforth, just “extra”).
Floridi’s extra was developed by Nicolas Gertler, a first-year student at Yale, and Rithvik “Ricky” Sabnekar, a high school student, “to foster engagement” with Floridi’s ideas, according to a press release:
Meant to facilitate teaching and learning, the chatbot is trained on all the books that Floridi has published over his more than 30-year academic career. Within seconds of receiving a query, it provides users detailed and easily digestible answers drawn from this vast work. It’s able to synthesize information from multiple sources, finding links between works that even Floridi might not have considered.
In part, it’s like a version of “Hey Sophi“, discussed here three years ago, except that it’s publicly accessible, and not just a personal research tool.
Gertler and Sabnekar founded Mylon Education, “a startup company seeking to transform the educational landscape by reconstructing the systems through which individuals generate and develop their ideas,” according to the press release. “LuFlot is the startup’s first project.”
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