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Quanta GenAI Curriculum · LLMOps · Basic

LLMOps Basic — 031: map RACI for prompt changes on `Grounding and citation habits` — memo `267991 [31]`

Lesson 031: Grounding and citation habits

Focus

Prefer explicit failure rehearsals over aspirational wording. Token Grounding and citation habits:31 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Token CFO scratchpad

- prompt_budget: 1997
- completion_budget: 500
- cache_key: `3c3a`

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

Practice

Practice Simulate degraded retrieval once; capture user-facing fallback copy. — 31 Bump 22.