SkinDeepRESEARCHSteve Seguin

Use case · Idea to test

Architecture and interiors

Explore layouts and rooms that fit your taste.

  1. Rate rooms or plans
  2. Keep fixed constraints
  3. Suggest a new option
Illustration of the proposed workflow.

A homeowner could compare room layouts, materials or facade designs while keeping the room size and budget fixed. Several personal scorers could help a household find options they like together. Residential layouts, commercial facades and urban planning appeared in the original application list.

Where the small model fits

A design model generates or represents options. A preference scorer ranks them, while independent rules keep dimensions and other requirements fixed. The scorer can guide appearance; it does not certify a building.

What would need to work

Test whether people prefer the proposed options and whether every design still meets the specified constraints. For shared choices, check each person's satisfaction; a good average can hide one person always losing out. Start with a room-layout task before making broader architecture claims.

Related experiments and evidence