Model Mechanics
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Track 2
2. Controlling Model Behavior
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1
Message Roles and Instruction Priority
Higher-priority text guides behavior; it does not create a security boundary
Beginner
2
In-Context Learning: Instructions, Examples, and Ambiguity
A prompt conditions behavior; a test set tells you whether it worked
Intermediate
3
Sampling and Reproducibility
Understand the probability controls, then verify which controls your API still honors
Intermediate
4
Reasoning Models: More Compute, Not Magic
Spend extra inference only where it improves a measured outcome
Advanced
2. Controlling Model Behavior