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Quanta GenAI Curriculum · LLMOps · Advanced

LLMOps Advanced — 170: quantify hallucination fallout on `Audit-ready portfolio evidence` — memo `385835 [170]`

Lesson 170: Audit-ready portfolio evidence

Focus

Prefer explicit failure rehearsals over aspirational wording. Token Audit-ready portfolio evidence:170 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Agent choreography

1. Observe bucket `TENANT-8`
2. Max steps `9`
3. Tools: `retrieve, escalate_human, log_decision`
4. Stop: spend cap | keyword `STOP-16`

Practice

Practice List five adversarial prompts using your org's domain nouns. — 170 Bump 25.