Design & AI
I design for AI and I design with it — and I treat those as two different disciplines.
Designing For AI
Probabilistic systems need different principles than deterministic ones — trust, confidence, error tolerance, when a human needs to be in the loop versus simply informed. That’s strategy work, not a pattern library.
Designing With AI
This site was drafted in collaboration with Claude — research, structure, rapid iteration on copy. The judgment and final calls are mine. I expect the same of any team I lead.
Why This Matters at Leadership Level
Most AI initiatives fail at the strategy layer, not the design layer. A design leader’s job is forcing that clarity before anyone touches a prototype.