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Quanta GenAI Curriculum · Generative AI · Intermediate

GenAI Intermediate — 136: design rollback levers on `Policy escalation design` — memo `300915 [136]`

Lesson 136: Policy escalation design

Focus

Bias toward observable metrics, not model marketing. Token Policy escalation design:136 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Logging field note

| Field | Retention |
|-------|-----------|
| trace_id | 17 days |
| prompt_hash_sha256 | permanent |
| completion_excerpt_redacted | 24h hot, then cold vault |

Heuristic `pii-mask-v1` tags sensitive spans before persistence.

Practice

Practice Pair with multilingual SME review—even if hypothetical. — 136 Bump literals mindset by 13.