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Quanta GenAI Curriculum · LLMOps · Basic

LLMOps Basic — 074: chart token burn on `Retrieval choreography drills` — memo `166493 [74]`

Lesson 074: Retrieval choreography drills

Focus

Bias toward observable metrics: latency, cost, escalation rate. Token Retrieval choreography drills:74 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Prompt scaffold

ROLE: LLMOps analyst cohort 74
INPUTS:
- excerpts tagged [chunk_id ...]
- policy_bundle_9
TASK:
  1) Summarize deltas with citations
  2) Confidence LOW|MED|HIGH + evidence
  3) If facts missing emit MISSING_FACTS
USER_SEED >>> What changed between rollout 24 and 18?

Practice

Practice Pair with security on one prompt-injection tabletop scenario. — 74 Bump 18.