The problem
Why it exists
Generative AI intensifies a visual culture already flattened by shared platforms, templates, design systems, fonts, icons, and feeds. It makes competent production abundant, but pushes different subjects toward the same polished statistical middle. V3 restores temporary informational isolation so a visual language can grow from the subject, context, and human judgement instead of borrowed references.