How can search understand intent?
Explore paths that help people move beyond keywords and toward relevant options.
04Innovation
Curiosity, made
practical.
Research matters most when it changes what people can understand and do.
01Our lens
Follow the friction.
Information is abundant. Clarity is harder to find. We are interested in systems that help people navigate complexity—especially when decisions involve many moving parts.
Our approach is to frame a question, make a working version, study how it helps, and refine the useful parts.
02Areas of exploration
Questions worth working on.
Where can AI make work clearer?
Investigate responsible, practical ways to support interpretation and workflow.
How can information explain itself?
Turn dense datasets into interfaces that support comparison and context.
What makes a complex tool feel natural?
Prototype interactions that reduce effort without hiding important detail.
03In practice
From an open question to a working experience.
CampusPin applies this thinking to college discovery: bring together many kinds of education information, then let people explore according to what matters to them.
See CampusPin↗Connect
Have a question worth exploring?
We welcome conversations about ideas with real potential to help people.