Designers urged to prototype with AI models

The author argues that designers must treat artificial intelligence as a hands-on material by writing sampling code and testing model variability rather than relying on static mockups. Drawing parallels to historical design crafts, the Bauhaus workshops, and early web development, the article suggests that running models repeatedly helps surface edge cases, unexpected failures, and formatting issues before building interfaces. Open article →