What happened
Organisations globally are launching competing "human-made" and "AI-free" certification labels for products and services, responding to generative AI's integration into creative industries and job displacement concerns. At least eight initiatives, including Not By AI, Books by People, and Proudly Human, offer varying vetting processes, from self-declaration to rigorous auditing. This aims to establish consumer trust and an economic premium for human-created content, despite expert warnings about definitional confusion and AI's ubiquitous integration.
Why it matters
The proliferation of unstandardised "human-made" labels creates market confusion and complicates procurement decisions. Procurement teams face increased due diligence costs to verify claims, while founders of creative agencies must navigate a fragmented certification landscape to signal authenticity. This fragmentation risks undermining the intended economic premium for human-created content, echoing recent efforts to counter AI-generated "slop" with clear human authorship.
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