Mental model + first half of the four-task framework. Eight questions, 80% pass.
| Lesson | Concept |
|---|---|
| 1 | LLM mental model — next-token prediction, hallucination, sampling |
| 2 | Agent(model).run_sync(prompt).output — the call shape |
| 3 | Prompt specificity — constraints shape the output |
| 4 | Iterating on prompts — change one thing at a time |
| 5 | Summarize — reduce text to essence |
| 6 | Infer — pick a label from a closed set |
Week 2: the other two task verbs (transform, expand) plus structured output.
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Mental model + first half of the four-task framework. Eight questions, 80% pass.
| Lesson | Concept |
|---|---|
| 1 | LLM mental model — next-token prediction, hallucination, sampling |
| 2 | Agent(model).run_sync(prompt).output — the call shape |
| 3 | Prompt specificity — constraints shape the output |
| 4 | Iterating on prompts — change one thing at a time |
| 5 | Summarize — reduce text to essence |
| 6 | Infer — pick a label from a closed set |
Week 2: the other two task verbs (transform, expand) plus structured output.