The threshold for acceptable quality in generative artificial intelligence has shifted, with creative professionals noting that AI-generated content is now frequently sufficient for commercial use.
This development marks a transition from experimental adoption to functional integration in sectors such as marketing and copywriting, where speed and cost efficiency are prioritized over bespoke craftsmanship.
Carolin Kresse, a freelance copywriter specializing in the adult entertainment sector, illustrates this shift.
She notes that while AI may not produce perfect work, its output is increasingly "good enough" for product descriptions, blog posts, and web content.
This sentiment reflects a broader trend where clients are accepting AI-assisted drafts, forcing human writers to compete on speed, editing capability, and niche expertise rather than raw generation.
This labor market adjustment aligns with recent findings from the World Bank Group, which warned that the economic benefits of AI will disproportionately accrue to capital owners rather than the broader workforce.