Learn by doing
Drag, tune, run and break it, then read what happened.
A NEW WAY TO LEARN
Understand how intelligent machines work. Make a prediction, try an experiment, and build something you can explain.
From your first neural network to AI agents and real robots.
One subscription opens every path
WHY TOOROVA
Every lesson turns abstract ideas into something you can interact with, test, and actually understand.
Drag, tune, run and break it, then read what happened.
Plain words on top. More details one tap underneath.
Every path ends in something you built and can show someone.
Your personal tutor
Tooki is there in every lesson. Your tutor can see the question you just got wrong and which answer you picked, so you can work through the confusing part together.
Turn the learning rate up. What happens to the error?
It falls fasterIt overshoots and climbsNothing changesTurn the learning rate up. What happens to the error?
It falls fasterIt overshoots and climbsNothing changesYou are picturing a bigger step as faster progress. That holds until the step is wider than the dip it is trying to land in.
Drag it up and watch what happens.
Past the middle it stops settling and starts bouncing.
So what is too large a step actually costing you here?
Tooki starts with a question to see where you are. Say you're stuck and it walks you through the idea.
Which lessons you passed, which you scraped through, and the exact wrong option you chose on the question that's about to matter again.
If the screen has a slider or a simulation, Tooki asks you to move it: pull the temperature down to 0.2 and say what changed. Then it explains what you saw.
THE CURRICULUM
5 stages, from your first question about AI to shipping it in production.
Start from zero and build a real mental model of how AI works.
The code and math every serious AI builder leans on.
From classic algorithms to language, vision, and generative models.
Turn models into real, safe, production-grade products.
Give intelligence a body: sense, plan, and act in the real world.
TEACHERS · PARENTS · SCHOOLS
Create a class, invite students with one link, see who is stuck.
Link your child's account, with their approval, and follow the week.
Bring the whole course to a class, a department or a school.
PRICING
Free
$0
Premium
$9.99/month
$69.99/year
What would you like to ask?
This reaches support@newronrobotics.com, and we reply by email.