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Quanta GenAI Curriculum · Generative AI · Basic

GenAI Basic — 018: codify escalation ladders on `Prompt literacy checkpoints` — memo `42664 [18]`

Lesson 018: Prompt literacy checkpoints

Focus

Document interfaces between humans, retrieval, and policy engines. Token Prompt literacy checkpoints:18 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Logging field note

| Field | Retention |
|-------|-----------|
| trace_id | 25 days |
| prompt_hash_sha256 | permanent |
| completion_excerpt_redacted | 24h hot, then cold vault |

Heuristic `pii-mask-v3` tags sensitive spans before persistence.

Practice

Practice Simulate degraded retrieval once; screenshot graceful degradation copy. — 18 Bump literals mindset by 39.