At least eight groups compete to create a global ‘AI-free’ label
TL;DR: At least eight organisations across the UK, US, and Australia are developing competing “AI-free” or “human-made” certification labels for creative products. The schemes range from free downloadable logos with minimal vetting to paid auditing services that check manuscripts at every production stage. Without a single agreed standard, consumer experts warn the fragmentation could undermine the trust these labels are supposed to build.
Labels declaring “Proudly Human”, “No A.I”, and “AI-free” are appearing across films, books, marketing materials, and websites. The movement has gathered pace as generative AI tools replace human work in fashion, advertising, publishing, customer services, and music. But with multiple competing schemes and no consensus on what “AI-free” actually means, the certification space is already fragmented.
The definition problem
AI researcher Sasha Luccioni points to a fundamental technical difficulty: AI is embedded in so many platforms and services that drawing a clean boundary around “human-made” is not straightforward. Some initiatives focus narrowly on generative AI, the chatbots that produce text, code, music, or video from prompts. Others aim for a broader definition.
The 2024 Hugh Grant thriller Heretic included a disclaimer in its credits stating no generative AI was used. Film distributor The Mise en scene Company has since added “No AI was used” stamps to its film posters and published its own classification system.
Consumer expert Dr Amna Khan from Manchester Metropolitan University argues a universal definition is needed. “Competing definitions of what is ‘human made’ are confusing consumers,” she told the BBC.
How UK schemes differ
UK company Books by People charges publishers and requires questionnaires about their practices and author vetting. The company checks book samples periodically for AI-generated writing. It has signed up five publishers so far, with its first stamp appearing on the novel Telenova last November.
Publisher Faber and Faber has added a “Human Written” stamp to some books, including Sarah Hall’s novel Helm, though it has not disclosed its classification criteria or auditing process. Hall described the use of books to train AI models as “creative larceny at scale.”
In Australia, Proudly Human runs a more rigorous system, with auditors checking for AI use at every stage from manuscript to ebook. The company plans to expand into music, photography, film, and animation.
The Fair Trade comparison
Several of these initiatives cite the Fair Trade logo as their aspiration: a single, globally recognised mark that consumers trust immediately. But Fair Trade took decades to consolidate from competing ethical trade schemes, and it had the advantage of certifying physical supply chains rather than creative processes that increasingly blend human and machine input.
Looking forward
For UK creative businesses, the proliferation of AI-free labels creates both opportunity and risk. An early commitment to a credible certification could become a competitive advantage, but backing the wrong scheme could mean the label carries no weight with consumers. The market needs consolidation, and quickly, before label fatigue sets in.