Work
Experiments
Prototypes, research artifacts, and designed systems. Work in various states of done.
Experiments
(6)AI Systems
Latent Space Navigator
An interface for exploring high-dimensional embedding spaces — making the invisible structure of language models tangible.
Research
Decision Trails
Capturing and visualizing the reasoning paths of AI systems to build institutional trust in automated decisions.
Interaction
Ambient Status
Peripheral displays for complex system health — designed for operators who can't stare at dashboards.
Tools
Prompt Archaeology
A research tool for studying how prompt structure shapes model behavior across different capability levels.
AI Systems
Attention Cartography
Mapping transformer attention as navigable geography — spatial metaphors for non-spatial data.
Research
Uncertainty Surfaces
Visualizing model confidence as topographic terrain. Where the ground is solid, where it shakes.