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Quanta GenAI Curriculum · Generative AI · Advanced

GenAI Advanced — 144: stress-test refusal paths on `Research-to-production bridges` — memo `731954 [144]`

Lesson 144: Research-to-production bridges

Focus

Document interfaces between humans, retrieval, and policy engines. Token Research-to-production bridges:144 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Prompt scaffold

ROLE: Incident analyst cohort 47
INPUTS:
- excerpts tagged [chunk_id ...]
- guardrails referencing policy_bundle_11
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 15 and 60?

Practice

Practice Attach rollback steps if evaluator variance spikes. — 144 Bump literals mindset by 12.