Generative-Ai

Text prompts are the wrong interface for design generation

Thirteen recent papers from Cornell, MIT, CMU, Adobe, Apple, Microsoft, and Toyota Research Institute all arrive at the same conclusion. Text prompts are too blunt for design generation. The field is moving on.

This is a literature review of what’s replacing them.

The consensus

The papers span graphic design, layout generation, UI design, CAD engineering, and shape variation. Different domains, different teams, different methods. Six findings repeat across nearly all of them.

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