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Architectural Aesthetic Alignment

Architectural Aesthetic Alignment is a research project that asks whether there is a shared aesthetic judgement of architecture, and whether a generative image model can learn it.

In the first phase, people with and without a background in architecture rate photographs of 300 buildings completed from 1919 to today, across every continent and building type, industrial architecture included. The ratings are used to select two sets of images: the works judged most successful, and a control set matched by building type and period. Each set is used to train a version of the same generative model.

In the second phase, the images produced by the models are rated blind, without knowing which model generated them, to test whether training on shared aesthetic judgement leads to better architectural proposals. Participation is anonymous: we do not collect names or e-mail addresses.

Research team