Fixing what artificial intelligence gets wrong — so-called "AI cleanup" — is emerging as a new source of freelance work. The tasks range from correcting misshapen fingers in AI-generated images to rewriting stilted sentences produced by chatbots.
AI is shrinking existing creative work while simultaneously creating jobs to repair its own mistakes.
Six Fingers and 'AI Voice': Related Work Jumps 87%
Freelance work tied to AI cleanup is growing rapidly in global markets, Britain's Guardian newspaper reported on the 3rd. Companies and individuals first generate images, text or video with generative AI, then hand only the weaker portions to specialists.
Graphic designers correct badly rendered fingers and toes in AI images and sharpen blurry files to printable quality. Writers and editors fix repetitive phrasing and awkward paragraph structure, while video editors repair faulty reflections, unnatural audio and 3D models.
Job postings on Freelancer.com containing terms such as "AI fix," "AI hallucination" and "AI error" totaled 10,760 between August last year and June this year, an increase of 87%. Graphic design accounted for the largest share, followed by video editing, proofreading and content writing. Related work on Upwork rose 70% from a year earlier, and searches for "AI cleanup" on Fiverr have increased more than 20-fold since 2023.
The shift reflects companies choosing to generate a draft with AI and outsource only the hardest problems to people, rather than hiring specialists from the start. But AI is not simply adding to the pool of human work.
A study published in the journal Management Science in 2025 found that freelance job postings exposed to automation fell 21% in the eight months after ChatGPT's release, and that image-creation work declined 17% after AI image generators appeared. Existing creative jobs are disappearing even as work fixing AI output expands.
'I Don't Take Anything Below $65 an Hour': Up to 70% of Income
AI cleanup is currently handled mainly by freelancers from established creative fields — graphic designers and illustrators, writers and editors, and video editors. The work requires the ability to spot AI's errors and turn output into something commercially usable.
Todd Van Linda, a freelance illustrator in the United States, charges $65 (about 90,000 won) an hour. He turned down a client who offered about $500 (about 690,000 won) to fix 13 to 15 AI-generated illustrations for a children's book, saying the pay was too low for the workload. Properly repairing AI output can take anywhere from a few hours to several days.
Lisa, a graphic designer based in Spain, said about 90% of the logo and packaging design inquiries she received last year involved revising AI-generated material. That work accounted for 60% to 70% of her annual income. Kim Dunbar, a freelance writer and editor in Australia, said roughly 60% of her current workload consists of reworking AI-written text.
Whether AI cleanup becomes lasting work remains unclear. Dunbar predicted that as AI improves, the job of polishing its output could shrink within five to 10 years. Others argue that as long as AI keeps producing errors, people will still be needed to catch and correct problems that non-specialists cannot easily spot, such as brand guideline violations or flaws buried in video.
