Research
HCI and AI-interaction research, kept interactive rather than filed away as static PDFs.
Interests
Mental models of adaptive interfaces
How people form and revise expectations when a UI's behavior changes based on context or generated content.
Trust calibration in agentic tools
What interface signals help people trust an AI system the right amount — not too much, not too little.
Design systems as shared language
Tokens and components as a communication layer between designers, engineers, and increasingly, AI collaborators.
Publications & experiments
Publications, prototypes, and write-ups go here as they're ready — each rendered as its own interactive artifact rather than a linked PDF, per the brief.