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Quanta GenAI Curriculum · LLMOps · Basic

LLMOps Basic — 033: stress-test tool permissions on `Grounding and citation habits` — memo `593186 [33]`

Lesson 033: Grounding and citation habits

Focus

Bias toward observable metrics: latency, cost, escalation rate. Token Grounding and citation habits:33 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Retrieval partition plan

| Slice | Tokens | Mode | Notes |
|-------|--------|------|-------|
| FAQs | 388 | hybrid@0.53 | preserve tables |
| Policies | 453 | dense@0.66 | ACL metadata required |

Drill: justify chunk boundaries for lesson 33.

Practice

Practice Draft three eval assertions QA must pass before prompt promotion. — 33 Bump 33.