How LegUp picks the next step

Today, clear rules. Next, a model that learns what helps.

Every day LegUp picks three short lessons for your child: what’s due for review, then what’s new. We’re also building a learning model to choose the right kind of help inside each lesson.

Not in use yet. No trained LegUp model is choosing anything today, and none has been shown to improve learning.

Two jobs in teachingA planned flow: the child’s work informs a teaching choice, and a language model turns that choice into the buddy’s words.The child’s workTeaching choiceBuddy wordsA hint? A new example?Another try on their own?An explanation suitedto the child
A drawing of the planned design, not a model in use today.

Today

Three lessons a day, picked by clear rules.

Two new ideas and one review, in about 20 minutes. The same rules run on the tablet and on our server, and the plan holds still all day.

1

Reviews that are due

A miss comes back before a faded right answer, then whatever is most overdue.

2

New ideas in order

The rest of the day is new concepts, unit by unit, taking turns between subjects.

3

Your focus first

In the grown-up area you can give a weekday a subject, a unit or one concept. That day starts with it.

4

Their own choice

Your child can pick a subject on Home for a session in just that subject.

When a review comes back

Right answers wait longer. A miss comes back tomorrow.

Every graded concept sits in a box. A right answer moves it up a box, a miss drops it back to the first. Each box names the day it’s due again.

1

day later

After a miss.

3

days later

After one right answer.

7

days, then 14 days

As the right answers add up.

30

days later

For an idea they keep getting right.

Inside a lesson

Choosing the help comes before choosing the words.

A reply can sound kind and still not help. Deciding how to help and saying it well are two separate jobs, and the model is for the first one.

Today: the buddy’s words

When live AI is on, outside AI services read the handwriting and write the buddy’s explanations from the lesson your child is on.

Next: the teaching choice

The model we’re building will weigh what your child has done, including whether they got it after a hint or on their own, and pick the help that fits.

Always: the answer key

Expected answers stay on LegUp’s server. Replies about graded work are checked against the key before your child sees them.

Examples

Different moments need different help.

A plain “try again” is rarely what a child needs. Pick a moment to see the teaching choice and the words that follow.

What the child did

Asked how to start drawing a shape.

Teaching choice

A small hint, not the finished drawing.

Buddy words

“Let’s find one corner. Put your pen there, then draw just the first side.”

What the child did

Still mixed up sides and corners after an explanation.

Teaching choice

Teach it again with a new example.

Buddy words

“Imagine walking around a shape. A side is a path. A corner is where you turn. Let’s walk around a different shape together.”

What the child did

Got it right with a little help.

Teaching choice

Check with a new try on their own before moving on.

Buddy words

“You found it with a little help. Shall we try a new one with your own lines?”

Examples written for this page, not output from a live model.

Before it’s used

The model has to beat today’s rules first.

Simple rules already note which help they would suggest, so we can study them. Those notes don’t change anything on the tablet yet.

1

Built: a learning record

Each answer, hint and outcome is recorded. Only work from children whose training consent is on is exported for training, under a pseudonym.

2

Built: reviewers and a test

Two reviewers label each example without seeing each other’s answer. A test scores the rules and other AI models on the same examples.

3

Next: a checked set of examples

500 learning examples reviewed twice, then 5,000, to train on and to test with.

4

Then: only if it does better

The model is tried only when it beats the current approach on examples it has never seen. A right answer after a hint doesn’t count as doing it alone.

Give your kid a leg upthat lasts.

Start free

Free during the beta. Kindergarten to grade 6.

Works in the browser on any tablet. Our Android app is in closed testing, and an iOS app is planned.