One concept, one game
Tokens, temperature, prompts, tools, branches: each idea is a game with its own mechanic, short enough for a coffee break. You learn it by playing with it, not by reading about it.
Woodpecker Labs · Learn
From what an LLM really is to workflows that sort your inbox: nineteen concepts, each one a small game you play in a few minutes, on a map you travel down. No slides, no jargon first. You understand by doing, and you leave knowing why it matters at work.
Play now, no account
The first game of the AI course, right here. Bet on the next word five times, and find out what an LLM really does when it writes.
Next-word prediction
A large language model (LLM) writes one small piece of text at a time. At every step it scores every possible next piece by how likely it is to follow what came before, and picks one.
You are the model. Read the start of a sentence, bet on the word that comes next, and see the real odds. Then find out what happens when the sentence asks for something the model can't know.
Up to three stars, 100 XP each. Replay to beat your best: only improvements earn XP.
How it works
Tokens, temperature, prompts, tools, branches: each idea is a game with its own mechanic, short enough for a coffee break. You learn it by playing with it, not by reading about it.
Each game ends on what you just learned and why it matters at work: the email you'll write better, the mistake you'll now catch, the job you can hand over.
A course is a journey through lands, one per section, with a stop for every step. Stars open the road ahead, and your XP earns you a title in each course.
Courses
Each course is a map: sections are lands, steps are stops, and every stop is a game.
Nineteen concepts in five sections: what a model really does, how to brief it, how to give it your knowledge, how it uses tools, and how to automate a whole job with it. One game each.
19 steps
What an LLM actually is, and what it isn't.
Prompting: getting what you meant, not what you said.
Your documents, your data, your formats.
Tools and agents: from talking to doing.
Workflows: AI steps that run without you.
Create your account with your code, and keep your XP, your stars and your streak.