See how AI actually works.
ChatGPT grew from one small idea, drawn on paper in 1958. You can move it with one finger.
Every lesson starts with a picture you push on. The words come after the picture, and the math comes after the words.
No account needed. Your progress stays on this device.
Drag the blue handle until every dot agrees.
8 of 28 dots agree
- chapters
- 43
- lessons
- 550
- pictures you can move
- 62
Try a real lesson step
Both of these come straight from the course. Same pictures, same controls.
One brain cell. Can you make it fire?
Switch the wires on and off. Gold pushes, rose holds back.
This is how a chat model reads a sentence
It never sees letters. It sees pieces. Step through the merges.
How a lesson teaches
An idea is yours once you have felt it, guessed it, run it, and seen where it breaks.
Push on it
Drag a weight and watch the line move. Every picture in a lesson answers your hand.
Guess first
We ask what you think the curve looks like before we draw it. Wrong guesses stick.
Run the code
Train a real model right on your device. No Python, no install, no cloud bill.
Pick your depth
Story, Build or Deep. No code and no formulas unless you want them, and they are always one tap away.
Arabic, written not translated
Native phrasing, right-to-left layout, Arabic-Indic digits, an Arabic voice.
A tutor that knows the course
Ask about the step you are on. It answers with the same pictures you just used.
43 chapters · 550 lessons
From one neuron to agents
One road in three stages. The level test finds where you join it.
Stage 1 · Beginner
Spark
How a machine learns, from one neuron up.
No background needed. By the end you can explain, and train, a small neural network.
11 chapters · 142 lessons
Stage 2 · Intermediate
Craft
Networks that see, remember and write.
You learn the tools of the trade and open up the transformer. By the end you know what happens inside a chat model.
17 chapters · 216 lessons
- D5Seeing
- F5Speaking to Machines
- D6Sequences & Memory
- F4Reading Data Honestly
- M7Predicting Tomorrow
- L1Words as Numbers
- L2Attention
- L3The Transformer
- F6Data Is the Model
- M3Twenty Questions
- M4Finding Groups Nobody Labeled
- M5Did It Actually Work?
- M6What to Show Next
- D7Neural Scaling Laws
- D10Learning by Trying
- L4Training a Language Model
- L5Talking to Models
Stage 3 · Expert
Frontier
Build real systems, then read the edge of the field.
You ship with models, train your own, and rebuild landmark papers. By the end you can pick an open problem.
15 chapters · 192 lessons
- L6Grounding Models
- L7Agents
- L9Models That Think Longer
- A1Building With Model APIs
- A3Shipping and Operating AI
- A2Training Your Own Small Model
- L10Smaller, Faster, Cheaper
- D9Image & Video Generation
- D11Seeing and Hearing Together
- D8Mechanistic Interpretability
- L8Safety, Alignment & Society
- A4Capstones
- R1How to Read a Paper
- R2Landmark Papers, Rebuilt
- R3Open Problems
How it goes
Find your level
An eight-minute test finds what you already know and skips it.
Follow the road
One idea per screen. A lesson takes five to twelve minutes.
Prove it
Quizzes as you go, then a chapter exam. Pass it and the chapter is yours.
Who this is for
Curious
You keep reading about AI and still feel one step behind.
Developers
You ship features with model APIs and want to know what is inside.
Students
You have the math. You want to see where it lands.
Researchers
You want to read papers and reproduce the result yourself.
Questions people ask
Do I need math?
No. Math shows up after the picture, and every symbol is explained the first time it appears.
Do I need to know how to code?
No. Code steps run on their own. You can read, change one number, and run again.
Is the Arabic machine translated?
No. Each lesson is written twice. Technical terms give the Arabic word with the English in brackets the first time.
Do I need an account?
Only if you want your progress on more than one device.
What does Premium cost?
$10 a month, about 38 SAR. One plan. Cancel any time from your profile, and you keep Premium until the end of the month you paid for.
Can I use it on my phone?
Yes. The same course runs on the web, on iPhone and on Android. With Premium, your progress follows you from one to the other.
How long does it take?
A lesson takes five to twelve minutes. Do one a day and you finish a chapter in about two weeks. The level test lets you skip what you already know.
Who is it for?
Anyone thirteen or older who wants to know what is going on inside AI. You do not need a background in it.
Who makes it?
A small team in Saudi Arabia. Write to us at support@masfofah.app, or find us on X at @MasfofahApp.
Your first lesson takes five minutes.
It starts with the AI already in your pocket. No math, no code, no account.