A map of what you keep getting wrong

Mistakes are not just collected, they are counted into blind spots. Milo shows how many wrong questions became how many weak curriculum entries, and which section is actually stuck. It also distinguishes never tested from tested and weak — an entry you have never attempted shows as never tested, not as a zero.

How It Works

1

Wrong answers arrive on their own

Anything you miss in a paper, in homework or in a drill goes into the wrong-answer book. Nothing to copy out.

2

Each one is tagged to the curriculum

Every question carries a 108 Curriculum entry, so mistakes can be grouped instead of just listed.

3

Counted into blind spots

Only once an entry has enough attempts does Milo call it mastered, practising or stuck.

4

Fed back into what you get

Blind spots drive later drills, mock papers and the daily plan.

Key Benefits

Never tested is not the same as weak

An entry you have not attempted shows as never tested rather than zero. They are different states on purpose.

One bad question is not evidence

Under three attempts Milo will not declare you stuck on something.

Names the section, not just a score

You get the topic that is actually stuck.

Follows your account

Sign in and your mistakes and mastery survive a new phone or a reinstall.

Use Cases

Straight after a paper

The results screen lists right and wrong per knowledge point, so you know where to go immediately.

A week before a midterm

Open the map and clear the entries marked stuck first.

Wondering if you actually know it

Grey entries are untested. Do a few questions and they light up.

Frequently Asked Questions

Do I have to copy mistakes out by hand?
No. Photo marking and drills both file wrong answers automatically, with the reason attached.
Why does a topic I attempted say “just started”?
Not enough attempts yet. Under three, Milo will not judge you either way — but it will not claim you never tested it.
Most of my map is grey. Is it broken?
No. Grey means untested. It colours in as you practise — it will not invent a mastery score for you.

Related Features

Try Milo now

Milo is in open beta on TestFlight. Install it, take one paper, and see what it remembers about you.