BeginnerFREE
How These Systems Actually Work
Build a mental model that predicts behavior instead of being surprised by it. Next-token prediction, non-determinism, context, and how to evaluate a capability claim.
8 lessons3hBeyond The Prompt
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Track curriculum
1
The Landscape, Briefly
📖 reading · 30 min
2
Next-Token Prediction and Why It Explains Everything
📖 reading · 35 min
3
Non-Determinism and the Sampling Trap
📖 reading · 40 min
4
Context, Memory, and What the Model Knows About You
📖 reading · 40 min
5
Choosing Your Instrument
📖 reading · 40 min
6
Separating Signal from Noise
📖 reading · 30 min
7
Hands-on Exercise: Your AI Capabilities Map
⚡ interactive · 60 min
8
Knowledge Check
🎯 quiz · 20 min