Foundations
The honest mental model every AI skill is built on.
Start
Skills that transfer straight into the tools you already use
PromptingEvalsRAGAgentsFine-tuningGuardrails
Specializations
Leave with something you can sell.
You finish with a real advert, a working agent, or an app people use.
Learn with people
You don’t have to do this alone.
Bootcamp runs the same curriculum on a schedule, with live working sessions and review on the code you actually wrote.
Downloads
Take the whole workflow home.
Prompt packs, automations, and starter setups — built with the judgment the curriculum teaches, ready to drop into your own tools.
- Content creation
- Prompt packs
- Automations
- Claude setups
- Agents
The curriculum
See them allPick a track. Every one is a sandbox.
Models
What you are using, what it can do, who controls it, how big it is, how to choose.
Start
Inside the Transformer
Open the hood: attention, layers, and why next-chunk prediction works.
Start
Prompt Engineering
Write it well, shape it, make it reliable, scale it up, prove it.
Start
AI in Society
Bias, privacy, copyright, deepfakes, work, and using AI responsibly.
Start
How Media Models Work
How images, video, voice and music get made, and how to tell.
Start
FoundationsThe honest mental model every AI skill is built on.5 lessonsModelsWhat you are using, what it can do, who controls it, how big it is, how to choose.5 lessonsInside the TransformerOpen the hood: attention, layers, and why next-chunk prediction works.6 lessonsPrompt EngineeringWrite it well, shape it, make it reliable, scale it up, prove it.5 lessonsAI in SocietyBias, privacy, copyright, deepfakes, work, and using AI responsibly.7 lessonsHow Media Models WorkHow images, video, voice and music get made, and how to tell.5 lessons
Learn it alone, learn it with us, or hand us the hard part.
How a lesson works
Read it. Touch it. Watch it move.
Slider to output
Move a control, watch the output change in the same breath.
Predict then reveal
Commit to a guess first. Being wrong is the part that teaches.
Live visualizer
Type an input and watch it transform, token by token.
Compare mode
Two outputs side by side until the difference is obvious.
Break it on purpose
Cause the failure yourself, then go fix what you broke.
Score it
Rate real outputs against a checklist and build actual judgment.
Slider to outputMove a control, watch the output change in the same breath.
Predict then revealCommit to a guess first. Being wrong is the part that teaches.
Live visualizerType an input and watch it transform, token by token.
Compare modeTwo outputs side by side until the difference is obvious.
Break it on purposeCause the failure yourself, then go fix what you broke.
Score itRate real outputs against a checklist and build actual judgment.
Ten minutes from now, you’ll have moved your first dial.
Foundations is free. No card, no calendar, no catch.