The AI World · Panarc Projects

Learn AI. From the chip up.

Ten short tracks that take you from what is inside your laptop to building your own AI helper. Plain words, small things to play with, taught by someone who works with AI every day.

For anyone who already uses ChatGPT or Claude and wants to understand it properly: owners, makers, students and small teams.

Plan my learning week See the ten tracks

Prices loading

This is a context window.

Each column is a token, a scrap of a word. New ones glow orange. The window only holds so many, so the oldest go flat: the AI has forgotten them. Tap the grid.

Try it · from track 02

Type a sentence. Watch it split.

An AI never sees your words. It sees tokens: whole short words, and long words cut into pieces. Everything it costs and everything it remembers is counted in them.

0tokens

A rough split for learning, written here. Real tokenisers are trained on text and differ from model to model.

The map

Ten tracks. One ladder.

Start at the bottom and climb, or jump to the one you need. Understand it, use it, then make your own. Press a track to put it in your learning week.

Proof

Made with this.

Websites and games Ru built working with AI, using the same methods the tracks teach. Not a showreel of someone else's work.

In numbers

How to start

Three steps. This week.

  1. 01

    Pick your tracks

    Two or three to begin. Most people start with Theory and Using Claude.

  2. 02

    Plan your week

    Choose your days and times. Save the plan straight into your own calendar.

  3. 03

    Learn with me

    On your own with the tracks, or a hands-on day where we set it up on your real work.

Plan my learning week Browse the skills