About
General Interface Labs is an AI company with a research engine. We build learning products students use every day, and the models behind them, which learn from what each student does next.
From learning the interface to an interface that learns you. The last era of software asked people to adapt to it. The next one adapts to the person it serves.
01 / Before
You adapt
An expert can direct eight AI agents across eight windows—but only by supplying context, reviewing results, and coordinating the work themselves. Human attention is the bottleneck.
02 / Next
It adapts
Intelligence that participates as things unfold, remembers what matters, and adjusts to each person’s goals, knowledge, and level of expertise—real-time, personalized, and private.
Products create the signal. Research powers the product.
01 / Product
Real context.
People use our products for real work. Every interaction shows what they need.
02 / Research
Models that learn from it.
We turn that context into models that understand each person.
03 / Product
A better experience.
The models ship back into the product, and the loop starts again.