01
Probabilistic UX
Certainty is a UX convention. AI breaks it.
Design for confidence, not certainty. Show what the system knows, what it doesn't, and what happens next.
Designing Intelligence
001 · The Manifesto
The Manifesto
I started as a musician, where I learned that craft makes expression possible. That belief has shaped twenty years of product design across Mercedes-Benz R&D, Amazon, Apple, and Google.
At Google, I designed for Geo and Search and built tooling for the first Gemini launch, earning a named contribution in the Gemini 1.0 technical paper. Today, I focus on AI infrastructure and developer tools.
My work connects what AI can do with what people need and trust it to do, making complex systems clear and keeping people in control.
002 · The Work
Selected work
Work that turns complex systems into clear products.
Product and system design across AI, platforms, and consumer experiences, from strategy through launch.
Explore the work003 · Principles
Guiding principles
Four principles for
AI product design
02
Human–AI Collaboration
AI should make humans more powerful, not passive.
Give people clear recommendations. Let them choose when to delegate and when to take over. Make it easy to question, correct, and undo.
03
Invisible Guardrails
Safety that interrupts gets bypassed.
Build constraints into the interaction itself. Guide people toward safe choices without breaking the flow.
04
Learn Through Making
Prototypes settle arguments.
Make ideas tangible early. Test the hard moments with real people. Refine what matters.
004 · The Notebook
Prototypes, Articles and Experiments
Thinking out loud.
Poing: Play Beyond the Screen
A family game designed to turn a few minutes of screen time into movement, invention, and play together.
Read article →Trading the Whistle
Building PITCHFLO around anticipation, momentum, and shared ritual.
Open prototype →Transcendental Particles
An interactive field of particles shaped by orbit, wind, and flow.
Open experiment →005 · Design Notes
Living design document
The system behind
the surface.
A description of the portfolio’s structure, visual language, interaction, and conceptual approach. Available as editorial view and portable Markdown.
View DESIGN.md006 · Get in Touch
Latency as interface, applied
Start with intent.
What brings you here?
Choose a starting point and I’ll draft a note for you.
A starting draft