The buzzwords blur together
You need the map that connects them.
A practical AI course for technical people
Most courses teach the tool. ExplAIn teaches the system underneath.
Opens soon. Join the list for launch pricing.
The gap
When an AI product fails, the question is which part failed. You can learn to answer that.
You need the map that connects them.
See where probability becomes risk.
Architecture, controls and evaluation.
What you get
One mental model and one decision each.
Every exercise, building into your own product’s map.
Questions, rules of thumb and a tool per module.
Map a real product. Finish with proof.
The system map
Eight boxes decide whether AI works. You’ll learn all of them, and how they fail.
What the model sees right now
Documents and retrieval
What persists between turns
What it can do in the world
Generates the next tokens
Steps and loops around calls
What it may see and do
How we know it works
Where people meet it
The transformation
Builders make AI work. Owners know why it works and where it breaks.
The curriculum
“The model generates. The system does.”
“Context is the model’s working reality.”
“Training changes the model. Inference uses it.”
“Fluency is not the same as truth.”
“Construct the world the model reasons inside.”
“Information, state and behavior are different problems.”
“The model requests. Another system acts.”
“An agent is a loop with model-selected decisions.”
“A demo is not a system.”
Two ways to join
Opens soon. Join the list and you’ll hear first.
Self-paced, for engineers, data people, PMs and founders.
Launch pricing at open
Early-bird pricing for the first cohort.
No payment now.
Eight live sessions. One shared language for your team.
Priced per cohort
Scoped to your team. Ask for a proposal.
Reply within two business days.
Questions
No. You need to think about systems and trade-offs. No advanced math.
It teaches mechanisms, not this month’s features. Those hold across vendors and versions.
A map of a real product, a filled workbook, nine cheat sheets, and better questions.
Soon. Join the list for the date and price before it’s public.
Join the first cohort
Get the date, the price and early access before it’s public.