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AI Fundamentals
Build a clear mental model of what AI can do — and where it fails.
6 quests · 2h 40m
Master AI by doing, experimenting and building. Take on practical challenges, unlock new skills and prove what you're capable of.
Your next discovery
How models think
First quest / 01
AI can sound certain while being completely wrong. Learn to spot the signal hiding inside the answer.
A generated answer
"The moon is made of cheese. Water boils at 100°C at sea level, but it can also boil at 80°C. Since 15% of 200 is 20, these facts prove that common knowledge is mostly unreliable."
Select every issue you can find
The quest map
Progress is earned through evidence, not hours watched. Pick a path. Make it yours.
Start here
Build a clear mental model of what AI can do — and where it fails.
6 quests · 2h 40m
Apply it
Turn repetitive work into thoughtful, repeatable AI workflows.
6 quests · 3h 10m
Refine it
Learn to shape context, constraints and outcomes with intention.
6 quests · 4h 20m
Make it real
Ship useful applications that connect models to the world.
6 quests · 6h 00m
The laboratory
A safe place to experiment with prompts, constraints and outcomes. No black boxes. No pretending.
Visit the labBefore
"Write a report about remote work."
After / constrained
"Write a 150-word report for a team lead. Include two risks, one recommendation and cite the provided data."
Short, focused quests replace the lecture hall. Attempt first, then uncover the useful theory.
Turn new skills into document tools, research assistants and workflows you can actually use.
Build a body of evidence. Your portfolio says what you can do — not what you watched.