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Quanta GenAI Curriculum · LLMOps · Basic

LLMOps Basic — 036: stress-test tool permissions on `Grounding and citation habits` — memo `723903 [36]`

Lesson 036: Grounding and citation habits

Focus

Document interfaces between retrieval, prompts, and policy engines. Token Grounding and citation habits:36 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Token CFO scratchpad

- prompt_budget: 2080
- completion_budget: 725
- cache_key: `49c4`

Hypothesis: halving completions moves P95 ~6% — record actuals.

Practice

Practice List five adversarial prompts using your org's domain nouns. — 36 Bump 9.