Organisations worldwide are racing to create a universally recognised label for “human-made” products and services, as concerns mount over AI-driven automation sweeping through jobs and industries.
According to BB , labels such as “Proudly Human,” “Human-made,” “No A.I,” and “AI-free” are increasingly appearing across films, marketing campaigns, books, and websites.
BBC News has identified at least eight separate initiatives aiming to develop a label with global recognition similar to the “Fair Trade” logo for ethically made products. Yet with so many competing labels and differing interpretations of “AI-free,” experts warn consumers risk confusion unless a single standard is established.
“AI is creating significant disruption and competing definitions of what is ‘human made’ are confusing consumers,” says consumer expert Dr Amna Khan from Manchester Metropolitan University.
“A universal definition is essential to build trust, clarification and confidence,” she told BBC News.
Labels and stamps have been launched by companies and non-profits in the UK, Australia, and the US.
This surge follows the use of generative AI tools to replace human creativity across industries including fashion, advertising, publishing, customer service, and music.
How the Certifications Work
Some labels, such as no-ai-icon.com, ai-free.io, and notbyai.fyi, can be downloaded for free or for a fee with minimal auditing. Other systems, like aifreecert, require payment and involve strict vetting processes with professional analysts and AI-detection software.
Yet experts caution that defining “human-made” will be complex, given AI’s widespread integration into everyday tools.
“AI is now so ubiquitous and so integrated into different platforms and services, that it’s truly complicated to establish what ‘AI free’ means,” says AI Research Scientist Sasha Luccioni.
“From a technical perspective, it’s hard to implement. I think that AI is a spectrum, and we need more comprehensive certification systems, rather than a binary with AI/AI-free approach.”
Generative AI-Free Content
Some argue the distinction should focus specifically on generative AI—tools that produce text, code, music, or video from human prompts.
In the closing credits of the 2024 Hugh Grant thriller Heretic, producers included the disclaimer: “No generative AI was used in the making of this film.”
Film distributor The Mise en Scène Company has taken a similar approach, adding a “No AI was used” stamp to its latest film poster, which was largely written, directed, and edited by a single person. The distributor has also published its own classification online, hoping others in the industry will follow.
“We support the AI industry and we think its an exciting time but we think that as a result of AI content there is an economic premium put on human-made content and we want to lean into that,” says CEO Paul Yates.
The AI Disruption in the Arts
The arts sector is particularly affected, with entire books and films being created faster and more cheaply than traditional methods allow.
Bollywood studio Intelliflicks specialises in making AI-generated films and openly promotes its approach.
Yet products created with AI aren’t always clearly disclosed. Last year, the viral band Velvet Sundown was revealed to be entirely AI-generated.
In publishing, Faber and Faber has begun adding a “Human Written” stamp to certain books. Author Sarah Hall, whose novel Helm received the label, described the use of books to train AI models as “creative larceny at scale.”
UK company Books by People stresses the need for a trusted standard to disclose human authorship.
“Publishers are grappling with a new landscape where books can be produced in minutes rather than months or years and readers can no longer be sure if a book reflects a human experience or machine imitation,” says co-founder Esme Dennys.
Books by People has already signed five publishers, placing its first stamp on the November release Telenova.
The company charges publishers and requires detailed questionnaires on author verification, along with periodic sample checks.
In Australia, Proudly Human operates an even more rigorous system, auditing every stage of publication to ensure no generative AI is used. The company plans to expand into music, photography, film, and animation.
“A certification of ‘human origin’ is needed but self certification is not good enough so we have a full verification process to make sure that its truly human originated material,” says company boss Alan Finkel. “Industry efforts to analyse and label content as being made with AI have failed.”
