Studio Ghibli enthusiasts across the globe have been awed by OpenAI’s new image generation software that turns everyday snaps into masterpieces looking like those made by the fabled Japanese animation studio. Behind the enchanting photos, though, is a simmering storm of legal and ethical issues that may redefine art and technology.
The new AI software enables users to recreate family photos in the traditional Ghibli style—full of dreamy watercolor backgrounds, intricate details, and a sort of mystical atmosphere that has characterized movies like “Spirited Away” and “My Neighbor Totoro.”
Copyright Clash and Creative Concerns
As users happily post their AI-generated results, artists and lawyers are sounding alarms about what this does to copyright protection and the creative economy.
“This is not pretty pictures,” says visual artist Karla Ortiz, a plaintiff in a class-action lawsuit against a number of AI firms. “We’re talking about machines copying artistic legacies without permission or pay. It’s exploitative in nature.”
At the center of the controversy is a difficult legal issue: Can an art style be copyrighted? Intellectual property lawyer Evan Brown says the answer is not straightforward. Style itself is not typically copyrightable, but it becomes problematic when AI models are trained on copyrighted content without consent.
The controversy assumes even greater meaning in light of Hayao Miyazaki’s own views on AI in animation. The legend of animation and founder of Studio Ghibli once famously referred to AI-produced animation as “an insult to life itself,” emphasizing his insistence on the irreplaceable value of human toil.

Legal frameworks around the globe are working to catch up with these technological developments. Within the European Union, stricter legislation under the EU Copyright Directive requires express permission prior to the use of copyrighted material to train artificial intelligence.
More emphasis in the United States is put on the “fair use” doctrine, which balances such factors as market effect and transformative use.
“If Ghibli-quality output from AI is used commercially or used competitively against the Studio Ghibli brand, there will be no fair use defenses to argue in court,” forewarns copyright attorney Samantha Richards. “We’re in new territory here.”
The Ghibli Style and the Future of Creativity
OpenAI has pushed back against criticism by putting some restrictions in place, such as limiting free users to generating only three images a day. The company also says it steers clear of copying style from living artists but allows broader studio styles, such as Ghibli’s. Critics say these steps don’t go far enough to safeguard artists’ interests.
For traditional animators and illustrators, the problem is graver. They worry that with the technology improving, the specialized skills they’ve learned over decades can overnight be made obsolete. Studio Ghibli’s distinctive style is the result of decades of meticulous craftsmanship by Miyazaki and his crew—something which AI can replicate in seconds.
“There’s something quite unsettling about machines being able to replicate in an instant what takes a human years to learn,” says animation educator Daniel Wong. “It does raise some basic questions about how we’re perceiving art and artistic labor.”
The dispute reaches beyond specific artists to issues of cultural heritage and ownership. Studio Ghibli movies are cultural reference points for millions of individuals across the globe. Who has the right to determine how that visual lexicon develops in the digital era?
As cases against AI firms gain traction and publicity increases, this reasoning will weigh increasingly on society to find a balance between technological progress and honoring human creativity.
Lawyers expect courts in the near future to have to set more definitive precedents on how AI learning processes operate and how far the limits of copyright protection reach.
For now, users continue to post their AI-created Ghibli paintings on the web as artists and law professionals observe. Whatever the result, this controversy marks a milestone in the union of technology and art—a milestone that might need new legal paradigms and ethical standards to navigate successfully.