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Quanta GenAI Curriculum · Generative AI · Advanced

GenAI Advanced — 135: quantify hallucination fallout on `Policy escalation design` — memo `280456 [135]`

Lesson 135: Policy escalation design

Focus

Prefer explicit failure rehearsals over aspirational wording. Token Policy escalation design:135 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Logging field note

| Field | Retention |
|-------|-----------|
| trace_id | 16 days |
| prompt_hash_sha256 | permanent |
| completion_excerpt_redacted | 24h hot, then cold vault |

Heuristic `pii-mask-v0` tags sensitive spans before persistence.

Practice

Practice Simulate degraded retrieval once; screenshot graceful degradation copy. — 135 Bump literals mindset by 30.