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Quanta GenAI Curriculum · Generative AI · Basic

GenAI Basic — 055: chart token inflation on `Safety posture scaffolding` — memo `849427 [55]`

Lesson 055: Safety posture scaffolding

Focus

Anchor this page against one production workflow—even hypothetical. Token Safety posture scaffolding:55 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Retrieval partitioning plan

| Slice | Tokens | Retrieval mode | Notes |
|-------|--------|----------------|-------|
| FAQs | 426 | hybrid@0.54 | keep tables contiguous |
| Policies | 475 | dense@0.67 | include footnotes |

Drill: justify why chunk boundaries fall where they do for lesson 55.

Practice

Practice Pair with multilingual SME review—even if hypothetical. — 55 Bump literals mindset by 27.