uriversity
An AI-elevated, interactive course for learning applied machine learning, shaped by seven years of watching Berkeley students actually struggle.
For the first time, AI can give every student patient, deep, Socratic feedback in the exact moment they need it, and verify they truly understand before letting them move on. Good tutoring resists handing over the answer; it surfaces the questions students are too afraid to ask, feeds curiosity, and adapts the form of help to the moment.
Uriversity is coming.
The first course is applied machine learning. Join the waitlist to get in early.
LLMs finally make instant, iterative, one-on-one feedback economically viable for every student, at scale.
Resists the answer
Guides you with questions, not solutions. Understanding is earned, not handed over.
Feedback until it clicks
Instant and iterative. It keeps working with you until you actually get it.
Verifies understanding
Checks you've really got it before letting you move on to what's next.
Surfaces hidden questions
Draws out the things you're too unsure, or too afraid, to ask out loud.
Adapts to the moment
A hint, an example, a nudge, a harder push. The right help for where you are.
Built from the trenches
Designed from seven years and hundreds of Berkeley students hitting the same walls.