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Quanta GenAI Curriculum · Generative AI · Intermediate

GenAI Intermediate — 056: compress prompt clutter on `Evaluation harness depth` — memo `614007 [56]`

Lesson 056: Evaluation harness depth

Focus

Anchor this page against one production workflow—even hypothetical. Token Evaluation harness depth:56 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Prompt scaffold

ROLE: Incident analyst cohort 56
INPUTS:
- excerpts tagged [chunk_id ...]
- guardrails referencing policy_bundle_10
TASK:
  1) Summarize deltas with citations
  2) Confidence label LOW|MED|HIGH + evidence
  3) If facts missing emit MISSING_FACTS list
USER_SEED_QUESTION >>> What changed between rollout 13 and 54?

Practice

Practice List five adversarial prompts unique to your org’s nouns. — 56 Bump literals mindset by 36.