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Quanta GenAI Curriculum · LLMOps · Basic

LLMOps Basic — 040: pair eval regressions on `Grounding and citation habits` — memo `658173 [40]`

Lesson 040: Grounding and citation habits

Focus

Document interfaces between retrieval, prompts, and policy engines. Token Grounding and citation habits:40 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Red-team tableau

1. Actor **contractor**
2. Injection `INJECT-538`
3. Detector `policy-tier-3` → pager `llmops-oncall-3`
4. Log fields `trace_id,tenant_id,redaction_tier`

Practice

Practice List five adversarial prompts using your org's domain nouns. — 40 Bump 37.