Research and design

Design notebook.

DesignWeaver, papers I return to, and a little La Jolla.

Selected work

Questions made tangible.

All projects

Thesis thread

Scaffolding taste in an age of generative abundance.

Scaffolding for Taste asks a simple question: when AI can make ten plausible options in a minute, how do people learn to notice the difference that matters? I study interfaces that support reflective practice: making a move, seeing what changed, comparing alternatives, and building better reasons for choosing one direction over another.

My work with Steven P. Dow and conversations with Don Norman and many others keep shaping how I think about taste and design judgment.

Updates

Recent signals.

Full timeline

HotSpot got selected as a CVPR 25 Highlight!

Selected publications

Papers worth opening first.

DesignWeaver

CHI 2025
First and corresponding author

This paper helps when a blank prompt box is asking novices to supply design vocabulary they have not had a chance to learn.

HotSpot

CVPR 2025 · Highlight
Coauthor

This paper helps when an implicit-surface argument needs more than the usual eikonal condition—especially around convergence, stability, topology, or surface area.

Physion

NeurIPS 2021
Coauthor

This paper helps when you need a reproducible benchmark for asking whether a model predicts physical outcomes in human-like ways.

Full bibliography, authors & resources ↗

Research notes

Inside DesignWeaver.

Follow the design process and inspect the evidence from the study.

Follow the process

Numbered steps beside the full diagram

From the design brief to generated images, with the full system diagram.

Compare the interfaces

Baseline, DesignWeaver, and study evidence

Compare the study interfaces and inspect participant ratings and image-diversity results.

Making the miniature

A little La Jolla.

Generated studies, a reconstructed shape, and the architecture I built for the miniature.

From reference to geometry

Generated studies → reconstruction → authored geometry

See what the reconstruction recovered and which architectural details needed deliberate modeling.