Original Crochet Patterns 'Copied' by AI-Generated Versions on Etsy, Platform's 'Human' Pledge Hits Enforcement Gap

According to ABC News, Australian Hobart-based creator Lucy Cooper has been selling handmade works on social media since she was a teenager. One of her recent designs — a spiral hat pattern inspired by 1990s surf style — quickly went viral online. She subsequently listed the crochet pattern on Etsy.

Months later, Cooper discovered on another Etsy shop that an AI-generated image was being used to sell a 'replica' of her pattern. Buyers reported that the pattern simply could not reproduce the original's crocheted effect. According to ABC News, the shop in question had 67 items listed at the time of reporting, with cumulative transactions reaching 720; ABC submitted two of the item images to an AI-detection tool, which judged them to be 97 percent 'fake.' The seller did not respond to ABC's request for comment.

'I immediately fell into a wave of dejection,' Cooper told ABC News. 'A design I poured a lot of heart and soul into has been diminished like this. There is a fundamental difference between being inspired and outright copying without permission.'

AI replication is spreading across multiple countries. According to ABC News, British wall-hanging creator @luneclubstudios wrote on social media that 'AI technology has made it incredibly easy to copy other people's work, and then real artists have to compete against cheap AI versions of their own creations'; rug maker @im.rugs was more blunt: 'I am genuinely very disappointed that Etsy allows this to happen. I see more and more artists being exploited, and this is unacceptable.'

Platform statements versus enforcement reality

Etsy defines itself as 'keeping creativity alive and thriving,' with a mission to 'keep commerce human.' According to ABC News, Etsy's vice president of customer operations, James Ossman, said in a statement that the company's standards are 'centered on human creativity': 'Sellers may use AI as a tool, but may not use it to deceive buyers, misrepresent products, or copy others' works.'

Ossman also acknowledged that 'standards only truly mean something when they are enforced.' He said that 'enforcing these standards on a platform of Etsy's scale is complex, and we have much more work to do. We are continuing to improve our detection and takedown mechanisms to ensure the platform remains a place where human creativity can flourish.' However, according to ABC News, the improvements Etsy has pledged — along with their timeline and effectiveness — have not been disclosed to the public.

Legal gap: works are protected, style is not

Another obstacle creators face when defending their rights lies in the copyright system itself. According to ABC News, the Australian federal government rejected in October 2025 a proposal to exempt copyright for the purpose of training AI models, but a subsequently leaked government proposal has since shifted toward a 'creator opt-out' training model — whether that proposal will become formal legislation remains unclear.

Jeannie Paterson, a professor at Melbourne Law School, told ABC News that the copyright debate around AI focuses primarily on model training rather than outputs: 'The problem of AI copying or imitating human content is different in nature, because what we are dealing with is the output, not the input.'

She further explained that uploading an image of a copyrighted work into an AI program and asking it to generate variations may constitute infringement, but the legal boundaries are 'very fuzzy.' 'Copyright attaches to a specific creative work, but not to the style of a work,' Professor Paterson told ABC News. 'If an AI-generated product falls within a certain style but is not identical to the original, it may not constitute infringement.'

According to ABC News, Professor Paterson stressed that existing legal protections 'all have their limitations,' and that enforcement also faces challenges. 'We need to make clear to artists what rights they have in this AI era, and we also need to let them know how to assert and enforce those rights' — and for now, on both the platform-enforcement and judicial-precedent fronts, the answers available to creators remain conspicuously absent.