The whole story of AI, in sixty honest minutes.
Press play and I will tell you the whole story: what a language model actually is (next-token prediction, not a mind), why it sounds most confident exactly when it is wrong, what it is genuinely brilliant at, and the one verification habit that protects you from everything else. Completely free, nothing held back.
Press play and a teacher talks you through the whole build, with a read-along transcript that highlights as it speaks.
Working, offline interactives — not screenshots. When the narration says "try it", the thing is right there.
No account, no app, no subscription. It runs from a single HTML file and will still run in ten years.
Every number is computed live on the page from inputs you can edit. Nothing is asserted that cannot be checked.
Written for absolute beginners — no background of any kind.
Explain, in your own words, what a language model is actually doing
Predict when AI will be reliable and when it will confidently invent things
Keep a verification habit that survives contact with real work
Know exactly which rung of the ladder to step onto next
13 chapters — all free
What this hour is, how to use the page, and the interactive demo you will keep coming back to.
Part of the free preview — the full narration, page content and exercises, nothing held back.
Part of the free preview — the full narration, page content and exercises, nothing held back.
Part of the free preview — the full narration, page content and exercises, nothing held back.
Narrated in full, with the on-page build and exercises for this idea.
Narrated in full, with the on-page build and exercises for this idea.
Narrated in full, with the on-page build and exercises for this idea.
Narrated in full, with the on-page build and exercises for this idea.
Narrated in full, with the on-page build and exercises for this idea.
Narrated in full, with the on-page build and exercises for this idea.
Narrated in full, with the on-page build and exercises for this idea.
Narrated in full, with the on-page build and exercises for this idea.
Narrated in full, with the on-page build and exercises for this idea.