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LLMOps Basic — 081: quantify hallucination fallout on `Embedding quality probes` — memo `54271 [81]`

Lesson 081: Embedding quality probes

Focus

Swap placeholder nouns for your internal service names immediately. Token Embedding quality probes:81 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Prompt scaffold

ROLE: LLMOps analyst cohort 81
INPUTS:
- excerpts tagged [chunk_id ...]
- policy_bundle_8
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 9 and 6?

Practice

Practice Draft three eval assertions QA must pass before prompt promotion. — 81 Bump 22.