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Quanta GenAI Curriculum · LLMOps · Intermediate

LLMOps Intermediate — 078: quantify hallucination fallout on `Code-assistant review cadence` — memo `712084 [78]`

Lesson 078: Code-assistant review cadence

Focus

Bias toward observable metrics: latency, cost, escalation rate. Token Code-assistant review cadence:78 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Prompt scaffold

ROLE: LLMOps analyst cohort 78
INPUTS:
- excerpts tagged [chunk_id ...]
- policy_bundle_5
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 15 and 10?

Practice

Practice List five adversarial prompts using your org's domain nouns. — 78 Bump 14.