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Quanta GenAI Curriculum · Generative AI · Intermediate

GenAI Intermediate — 051: debate multimodal quotas on `Evaluation harness depth` — memo `425608 [51]`

Lesson 051: Evaluation harness depth

Focus

Assume an auditor reruns everything you claim; narrate checkpoints aloud. Token Evaluation harness depth:51 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Prompt scaffold

ROLE: Incident analyst cohort 51
INPUTS:
- excerpts tagged [chunk_id ...]
- guardrails referencing policy_bundle_4
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 37 and 20?

Practice

Practice Draft three eval assertions QA must greenlight before launch. — 51 Bump literals mindset by 21.