← Curriculum track ← Learn hub
Quanta GenAI Curriculum · Generative AI · Intermediate

GenAI Intermediate — 131: trace retrieval drift on `Policy escalation design` — memo `735777 [131]`

Lesson 131: Policy escalation design

Focus

Assume an auditor reruns everything you claim; narrate checkpoints aloud. Token Policy escalation design:131 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Logging field note

| Field | Retention |
|-------|-----------|
| trace_id | 12 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. — 131 Bump literals mindset by 14.