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Building & Shipping AI Products
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Module 1
Exploring LLM Behavior
1
Your First LLM Prompt: Token by Token
Send your first prompt to an LLM playground and observe how it generates a response token by token.
2
Model Comparison: Training Data & Behavior
Compare responses from different models (e.g., GPT-4o, Claude Sonnet, Llama) on the same prompt to observe how training data shapes behavior.
3
Exploring Context Window Limits
Test the limits of a model's context window by sending increasingly large inputs and observing the resulting behavior.
4
Mastering AI Generation Parameters
Experiment with temperature, top-p, and other generation parameters to observe how they change output style and randomness.
5
Provoking and Documenting LLM Hallucinations
Deliberately trigger hallucinations in an LLM and document the patterns you observe.
6
LLM Non-Determinism: Prompting for Variability
Run the same prompt multiple times and compare outputs to observe the non-deterministic nature of LLMs versus traditional code.
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