SkinDeepRESEARCHSteve Seguin

Use case · Idea to test

Automotive design

Explore car shapes, colours and cabins.

  1. Compare car concepts
  2. Learn design preferences
  3. Suggest a variation
Illustration of the proposed workflow.

A customer or designer could compare exterior forms, colours and cabin layouts, then explore nearby alternatives without manually describing every detail.

Where the small model fits

A design model supplies candidates. A small scorer learns visual preferences, and separate design constraints preserve dimensions and required features.

What would need to work

Evaluate preferred appearance and constraint satisfaction independently. A liked rendering says nothing by itself about road safety, aerodynamics or whether a car can be manufactured.

Related experiments and evidence