Research
The shape of AI-assisted product work
A framework for understanding how AI is reshaping roles, workflows, and the artifacts we create.
When reasoning becomes interface
Exploring how models change the way we interact with systems—and what that means for design.
Teaching judgment in the age of answers
Why education should focus less on answers and more on calibration, criteria, and courage to choose.