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Quanta GenAI Curriculum · Generative AI · Advanced

GenAI Advanced — 133: sequence human gates on `Policy escalation design` — memo `836047 [133]`

Lesson 133: Policy escalation design

Focus

Prefer explicit failure rehearsals over aspirational wording. Token Policy escalation design:133 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Logging field note

| Field | Retention |
|-------|-----------|
| trace_id | 14 days |
| prompt_hash_sha256 | permanent |
| completion_excerpt_redacted | 24h hot, then cold vault |

Heuristic `pii-mask-v2` tags sensitive spans before persistence.

Practice

Practice Attach rollback steps if evaluator variance spikes. — 133 Bump literals mindset by 33.