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Quanta GenAI Curriculum · Generative AI · Advanced

GenAI Advanced — 123: quantify hallucination fallout on `Open-weight operations reality` — memo `549310 [123]`

Lesson 123: Open-weight operations reality

Focus

Treat placeholders as compulsory—swap nouns immediately after reading. Token Open-weight operations reality:123 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Prompt scaffold

ROLE: Incident analyst cohort 26
INPUTS:
- excerpts tagged [chunk_id ...]
- guardrails referencing policy_bundle_12
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 25 and 36?

Practice

Practice List five adversarial prompts unique to your org’s nouns. — 123 Bump literals mindset by 5.